{"run":{"id":1879,"source_url":"https://artificialanalysis.ai/models","status":"success","started_at":"2026-08-26T17:00:17.154Z","completed_at":"2026-08-26T17:00:17.856Z","duration_ms":702,"http_status":200,"html_bytes":1381552,"html_sha256":"ad97eba2e8692a7a88d1c4b6daaa62411916092564c53b8d2454536ea06e60c6","html_gzip_bytes":128108,"raw_html_encoding":"pruned","parser_version":"aa-next-rsc-manifest-aes-gcm-v5","model_count":619,"result_count":146,"error":null,"default_winner_model_key":"claude-opus-5"},"options":{"mode":"intelligence","calc":"raw","sort":"score","costWeight":10,"costFloor":0.01,"costPower":1,"frontierOnly":false,"frontierMetric":"cost","limit":100},"effectiveSortBy":"score","topQualityModel":{"modelKey":"claude-opus-5","sourceId":"b8fc61f7-5e9a-49e6-8547-6ac56db24627","slug":"claude-opus-5","name":"Claude Opus 5 (Adaptive Reasoning, Max Effort)","shortName":"Claude Opus 5 (max)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-07-24","cutoffDate":null,"totalCost":3836.05454152768,"inputCost":1306.56621652768,"outputCost":2529.4883250000003,"reasoningCost":2105.2492,"answerCost":424.239125,"costPerTask":2.3368592081245625,"inputCostPerTask":1.330622735931093,"outputCostPerTask":1.0062364721934693,"reasoningCostPerTask":0.6420975683071021,"answerCostPerTask":0.36413890388636716,"timePerTask":436.830830986536,"intelligence":63.0532452071291,"agentic":59.1729518900344,"mmmu":0.847398843930636,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":63.0532452071291,"costForScoring":2.3368592081245625,"costPenalty":23.686325476611575,"pointsPerK":26982.047094626745,"costPerQuality":0.03706168017915668,"deltaTop":0,"costVsTop":1,"calculated":63.0532452071291,"frontier":true},"rows":[{"modelKey":"claude-opus-5","sourceId":"b8fc61f7-5e9a-49e6-8547-6ac56db24627","slug":"claude-opus-5","name":"Claude Opus 5 (Adaptive Reasoning, Max Effort)","shortName":"Claude Opus 5 (max)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-07-24","cutoffDate":null,"totalCost":3836.05454152768,"inputCost":1306.56621652768,"outputCost":2529.4883250000003,"reasoningCost":2105.2492,"answerCost":424.239125,"costPerTask":2.3368592081245625,"inputCostPerTask":1.330622735931093,"outputCostPerTask":1.0062364721934693,"reasoningCostPerTask":0.6420975683071021,"answerCostPerTask":0.36413890388636716,"timePerTask":436.830830986536,"intelligence":63.0532452071291,"agentic":59.1729518900344,"mmmu":0.847398843930636,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":63.0532452071291,"costForScoring":2.3368592081245625,"costPenalty":23.686325476611575,"pointsPerK":26982.047094626745,"costPerQuality":0.03706168017915668,"deltaTop":0,"costVsTop":1,"calculated":63.0532452071291,"frontier":true},{"modelKey":"claude-opus-5-xhigh","sourceId":"1305c921-7aaa-4d6d-99b5-99b3acf15e19","slug":"claude-opus-5-xhigh","name":"Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)","shortName":"Claude Opus 5 (xhigh)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-07-24","cutoffDate":null,"totalCost":2909.2957867966024,"inputCost":999.4007367966024,"outputCost":1909.89505,"reasoningCost":1556.7318500000001,"answerCost":353.1632,"costPerTask":1.8011966745825487,"inputCostPerTask":1.0215737122524267,"outputCostPerTask":0.7796229623301222,"reasoningCostPerTask":0.47899191446522316,"answerCostPerTask":0.3006310478648989,"timePerTask":337.2561188946842,"intelligence":62.52047429879,"agentic":58.448323024055,"mmmu":0.839884393063584,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":62.52047429879,"costForScoring":1.8011966745825487,"costPenalty":22.555611364855533,"pointsPerK":34710.52061168165,"costPerQuality":0.028809709055860576,"deltaTop":-0.5327709083391028,"costVsTop":0.7707767195902625,"calculated":62.52047429879,"frontier":true},{"modelKey":"claude-fable-5","sourceId":"cd55210d-358e-4df1-ba9c-9acb5f186cc9","slug":"claude-fable-5","name":"Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)","shortName":"Claude Fable 5 (with fallback)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-06-09","cutoffDate":null,"totalCost":5455.2180576804685,"inputCost":1454.146793055468,"outputCost":4001.071264625001,"reasoningCost":3500.9462546250006,"answerCost":500.12501000000003,"costPerTask":3.139584292089737,"inputCostPerTask":1.4652000832199885,"outputCostPerTask":1.6743842088697476,"reasoningCostPerTask":1.2481193031275015,"answerCostPerTask":0.4262649057422466,"timePerTask":310.04708225396763,"intelligence":62.0726622017462,"agentic":56.5947766323024,"mmmu":null,"priceInput1m":10,"priceOutput1m":50,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":62.0726622017462,"costForScoring":3.139584292089737,"costPenalty":24.968721475625518,"pointsPerK":19770.981259569893,"costPerQuality":0.050579178993251164,"deltaTop":-0.9805830053829041,"costVsTop":1.3435059678282453,"calculated":62.0726622017462,"frontier":false},{"modelKey":"claude-opus-5-high","sourceId":"712be54a-77ae-41b2-9a58-21181479d6ee","slug":"claude-opus-5-high","name":"Claude Opus 5 (Adaptive Reasoning, High Effort)","shortName":"Claude Opus 5 (high)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-07-24","cutoffDate":null,"totalCost":1974.3543863277582,"inputCost":672.5659613277579,"outputCost":1301.7884250000002,"reasoningCost":1032.6611500000001,"answerCost":269.127275,"costPerTask":1.2267615279355861,"inputCostPerTask":0.6929408146123556,"outputCostPerTask":0.5338207133232307,"reasoningCostPerTask":0.30991537796093477,"answerCostPerTask":0.22390533536229584,"timePerTask":225.57594618377254,"intelligence":61.4751191473465,"agentic":56.058089347079,"mmmu":0.824277456647399,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":61.4751191473465,"costForScoring":1.2267615279355861,"costPenalty":20.887601477577338,"pointsPerK":50111.71099471778,"costPerQuality":0.01995541521432802,"deltaTop":-1.5781260597826048,"costVsTop":0.5249616766258327,"calculated":61.4751191473465,"frontier":true},{"modelKey":"gpt-5-6-sol","sourceId":"d93edfe8-bf35-49ad-b56e-b18116142a1c","slug":"gpt-5-6-sol","name":"GPT-5.6 Sol (max)","shortName":"GPT-5.6 Sol (max)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":2065.6334014724544,"inputCost":663.7138414724541,"outputCost":1401.91956,"reasoningCost":1269.25362,"answerCost":132.66594,"costPerTask":1.0056043217919974,"inputCostPerTask":0.6680284227535824,"outputCostPerTask":0.3375758990384152,"reasoningCostPerTask":0.21531611436062117,"answerCostPerTask":0.12225978467779393,"timePerTask":227.19713289496016,"intelligence":60.9298701329203,"agentic":57.7836323024055,"mmmu":0.834104046242775,"priceInput1m":4,"priceOutput1m":20,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":60.9298701329203,"costForScoring":1.0056043217919974,"costPenalty":20.02427131152029,"pointsPerK":60590.30257978867,"costPerQuality":0.016504291238406417,"deltaTop":-2.123375074208802,"costVsTop":0.4303230242950928,"calculated":60.9298701329203,"frontier":true},{"modelKey":"grok-4-6","sourceId":"c8adc5cf-fd5a-407b-af51-dc3bede3e49c","slug":"grok-4-6","name":"Grok 4.6 (high)","shortName":"Grok 4.6 (high)","creatorName":"SpaceXAI","creatorSlug":"xai","releaseDate":"2026-08-12","cutoffDate":null,"totalCost":1157.6427999366563,"inputCost":724.7080659366563,"outputCost":432.934734,"reasoningCost":374.970102,"answerCost":57.964631999999995,"costPerTask":0.9372171271668933,"inputCostPerTask":0.806808872529308,"outputCostPerTask":0.13040825463758526,"reasoningCostPerTask":0.07659250373360933,"answerCostPerTask":0.05381575090397593,"timePerTask":390.1261081689561,"intelligence":60.92297113115,"agentic":58.6762164948454,"mmmu":null,"priceInput1m":2,"priceOutput1m":6,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":60.92297113115,"costForScoring":0.9372171271668933,"costPenalty":19.718402165084793,"pointsPerK":65004.116298336965,"costPerQuality":0.015383641174514105,"deltaTop":-2.130274075979102,"costVsTop":0.4010584479837163,"calculated":60.92297113115,"frontier":true},{"modelKey":"grok-4-6-xhigh","sourceId":"d6f43d0a-e8c4-447c-9ff7-5cf0a9d59aa3","slug":"grok-4-6-xhigh","name":"Grok 4.6 (xhigh)","shortName":"Grok 4.6 (xhigh)","creatorName":"SpaceXAI","creatorSlug":"xai","releaseDate":"2026-08-12","cutoffDate":null,"totalCost":1428.6380514862626,"inputCost":980.1922254862625,"outputCost":448.445826,"reasoningCost":385.288782,"answerCost":63.157044,"costPerTask":1.2304116445183446,"inputCostPerTask":1.0874314398305127,"outputCostPerTask":0.14298020468783199,"reasoningCostPerTask":0.0838221578023224,"answerCostPerTask":0.05915804688550957,"timePerTask":411.7305945655071,"intelligence":60.0135565827745,"agentic":56.555323024055,"mmmu":null,"priceInput1m":2,"priceOutput1m":6,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":60.0135565827745,"costForScoring":1.2304116445183446,"costPenalty":20.90050432605382,"pointsPerK":48775.185808865885,"costPerQuality":0.02050222840603161,"deltaTop":-3.0396886243546035,"costVsTop":0.5265236520200148,"calculated":60.0135565827745,"frontier":false},{"modelKey":"kimi-k3","sourceId":"f7d2fc3e-1f7b-405f-818c-07952a4af78f","slug":"kimi-k3","name":"Kimi K3 (max)","shortName":"Kimi K3 (max)","creatorName":"Kimi","creatorSlug":"kimi","releaseDate":"2026-07-16","cutoffDate":null,"totalCost":2425.11087566663,"inputCost":436.1922656666301,"outputCost":1988.91861,"reasoningCost":1876.12107,"answerCost":112.79754,"costPerTask":0.8374574917584584,"inputCostPerTask":0.4553424178902995,"outputCostPerTask":0.38211507386815885,"reasoningCostPerTask":0.2803763271863918,"answerCostPerTask":0.10173874668176706,"timePerTask":582.4692175830071,"intelligence":59.6994671342592,"agentic":54.2624604810997,"mmmu":0.805202312138728,"priceInput1m":3,"priceOutput1m":15,"activeParams":104,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":59.6994671342592,"costForScoring":0.8374574917584584,"costPenalty":19.229627720512596,"pointsPerK":71286.56406058861,"costPerQuality":0.01402788889011497,"deltaTop":-3.3537780728699005,"costVsTop":0.3583688263490023,"calculated":59.6994671342592,"frontier":true},{"modelKey":"glm-5-3","sourceId":"cd684ea4-b475-4269-b001-d469d06d8a7a","slug":"glm-5-3","name":"GLM-5.3 (max)","shortName":"GLM-5.3 (max)","creatorName":"Z AI","creatorSlug":"zai","releaseDate":"2026-08-18","cutoffDate":null,"totalCost":1238.4999482809942,"inputCost":498.76772428099406,"outputCost":739.7322240000001,"reasoningCost":681.6244864000001,"answerCost":58.1077376,"costPerTask":0.6829307999945118,"inputCostPerTask":0.5020611510697007,"outputCostPerTask":0.18086964892481086,"reasoningCostPerTask":0.1294329872080513,"answerCostPerTask":0.051436661716759535,"timePerTask":369.06365490817774,"intelligence":59.5134408119521,"agentic":59.1017594501718,"mmmu":null,"priceInput1m":1.4,"priceOutput1m":4.4,"activeParams":40,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":59.5134408119521,"costForScoring":0.6829307999945118,"costPenalty":18.343766997238546,"pointsPerK":87144.17450850125,"costPerQuality":0.011475236361352486,"deltaTop":-3.5398043951770006,"costVsTop":0.29224302329390023,"calculated":59.5134408119521,"frontier":true},{"modelKey":"gpt-5-6-sol-xhigh","sourceId":"d998db47-9b67-4727-a2bb-2e1261020ac0","slug":"gpt-5-6-sol-xhigh","name":"GPT-5.6 Sol (xhigh)","shortName":"GPT-5.6 Sol (xhigh)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":1145.7840879963,"inputCost":437.61342799630006,"outputCost":708.17066,"reasoningCost":596.2072,"answerCost":111.96346,"costPerTask":0.6710677408154909,"inputCostPerTask":0.4491038753470973,"outputCostPerTask":0.2219638654683936,"reasoningCostPerTask":0.12020230334344112,"answerCostPerTask":0.10176156212495249,"timePerTask":156.9942153855761,"intelligence":59.0090363705536,"agentic":53.6311099656357,"mmmu":0.826589595375723,"priceInput1m":4,"priceOutput1m":20,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":59.0090363705536,"costForScoring":0.6710677408154909,"costPenalty":18.267663621622056,"pointsPerK":87933.05471493085,"costPerQuality":0.011372287739143014,"deltaTop":-4.0442088365755,"costVsTop":0.2871665261143626,"calculated":59.0090363705536,"frontier":true},{"modelKey":"grok-4-6-medium","sourceId":"26614164-6840-4e17-a65a-2deb2fe7e87b","slug":"grok-4-6-medium","name":"Grok 4.6 (medium)","shortName":"Grok 4.6 (medium)","creatorName":"SpaceXAI","creatorSlug":"xai","releaseDate":"2026-08-12","cutoffDate":null,"totalCost":929.9718725644201,"inputCost":598.0610705644201,"outputCost":331.910802,"reasoningCost":281.70358799999997,"answerCost":50.20721400000001,"costPerTask":0.7828837141765713,"inputCostPerTask":0.6803579872383804,"outputCostPerTask":0.10252572693819077,"reasoningCostPerTask":0.05600516108515386,"answerCostPerTask":0.04652056585303693,"timePerTask":290.9619249425477,"intelligence":59.0064109828411,"agentic":56.3172989690722,"mmmu":null,"priceInput1m":2,"priceOutput1m":6,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":59.0064109828411,"costForScoring":0.7828837141765713,"costPenalty":18.936972588115346,"pointsPerK":75370.59452680455,"costPerQuality":0.013267773808582116,"deltaTop":-4.046834224287998,"costVsTop":0.3350153537083955,"calculated":59.0064109828411,"frontier":false},{"modelKey":"claude-opus-5-medium","sourceId":"ff51be8f-e362-4a7e-9043-687ba15de207","slug":"claude-opus-5-medium","name":"Claude Opus 5 (Adaptive Reasoning, Medium Effort)","shortName":"Claude Opus 5 (medium)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-07-24","cutoffDate":null,"totalCost":1116.2418238428252,"inputCost":395.56172384282513,"outputCost":720.6801,"reasoningCost":545.366175,"answerCost":175.313925,"costPerTask":0.7242784395479823,"inputCostPerTask":0.41279349119219505,"outputCostPerTask":0.3114849483557872,"reasoningCostPerTask":0.1678914682661246,"answerCostPerTask":0.14359348008966255,"timePerTask":135.46999672330023,"intelligence":58.6354597438038,"agentic":50.3809003436426,"mmmu":0.816184971098266,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":58.6354597438038,"costForScoring":0.7242784395479823,"costPenalty":18.599055572361905,"pointsPerK":80957.06919068006,"costPerQuality":0.012352225815446415,"deltaTop":-4.417785463325302,"costVsTop":0.3099367035163617,"calculated":58.6354597438038,"frontier":false},{"modelKey":"qwen3-8-max","sourceId":"5e5b4ce7-bc54-47b2-b911-21b9cad8394c","slug":"qwen3-8-max","name":"Qwen3.8 Max","shortName":"Qwen3.8 Max","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-08-03","cutoffDate":null,"totalCost":1532.070549035033,"inputCost":659.9512770350332,"outputCost":872.1192719999999,"reasoningCost":787.792794,"answerCost":84.32647800000001,"costPerTask":0.9133365716363483,"inputCostPerTask":0.6836120326712928,"outputCostPerTask":0.2297245389650553,"reasoningCostPerTask":0.16352492921804482,"answerCostPerTask":0.06619960974701053,"timePerTask":1189.2100153924653,"intelligence":58.0774404479668,"agentic":58.4030687285223,"mmmu":0.823121387283237,"priceInput1m":2,"priceOutput1m":6,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":58.0774404479668,"costForScoring":0.9133365716363483,"costPenalty":19.606308479269703,"pointsPerK":63588.21298912222,"costPerQuality":0.015726184979770793,"deltaTop":-4.975804759162301,"costVsTop":0.3908393661290973,"calculated":58.0774404479668,"frontier":false},{"modelKey":"qwen3-8-2-4t-a95b","sourceId":"8df710d3-9dae-4498-9b4e-9818238e6f31","slug":"qwen3-8-2-4t-a95b","name":"Qwen3.8 2.4T A95B","shortName":"Qwen3.8 2.4T A95B","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-08-12","cutoffDate":null,"totalCost":1395.0520504161627,"inputCost":580.8643924161627,"outputCost":814.1876579999999,"reasoningCost":738.054408,"answerCost":76.13325,"costPerTask":0.8070780013888545,"inputCostPerTask":0.5911623656634923,"outputCostPerTask":0.21591563572536215,"reasoningCostPerTask":0.1492191794514077,"answerCostPerTask":0.06669645627395446,"timePerTask":1108.291493309959,"intelligence":57.7043243271128,"agentic":57.0983883161512,"mmmu":null,"priceInput1m":2,"priceOutput1m":6,"activeParams":95,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":57.7043243271128,"costForScoring":0.8070780013888545,"costPenalty":19.069155098592788,"pointsPerK":71497.82824932995,"costPerQuality":0.013986438811998065,"deltaTop":-5.348920880016301,"costVsTop":0.34536868912893215,"calculated":57.7043243271128,"frontier":false},{"modelKey":"glm-5-3-flash","sourceId":"19496b81-9f41-4214-a77a-1df803b3c5ae","slug":"glm-5-3-flash","name":"GLM-5.3-Flash","shortName":"GLM-5.3-Flash","creatorName":"Z AI","creatorSlug":"zai","releaseDate":"2026-08-26","cutoffDate":null,"totalCost":138.0208940822332,"inputCost":63.6304830822332,"outputCost":74.390411,"reasoningCost":67.2252705,"answerCost":7.1651405,"costPerTask":0.0868525314872083,"inputCostPerTask":0.06353481071933688,"outputCostPerTask":0.023317720767871444,"reasoningCostPerTask":0.016868660030944328,"answerCostPerTask":0.0064490607369271195,"timePerTask":null,"intelligence":57.4592004791323,"agentic":58.1561649484536,"mmmu":null,"priceInput1m":0.15,"priceOutput1m":0.5,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":57.4592004791323,"costForScoring":0.0868525314872083,"costPenalty":9.387824813312253,"pointsPerK":661571.9714237107,"costPerQuality":0.0015115513401330897,"deltaTop":-5.594044727996803,"costVsTop":0.0371663518218162,"calculated":57.4592004791323,"frontier":true},{"modelKey":"gpt-5-6-sol-high","sourceId":"8afc250d-b538-45a2-812a-4605f4ffd87e","slug":"gpt-5-6-sol-high","name":"GPT-5.6 Sol (high)","shortName":"GPT-5.6 Sol (high)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":725.5771587063621,"inputCost":300.5003187063621,"outputCost":425.07684,"reasoningCost":333.67482,"answerCost":91.40202000000001,"costPerTask":0.45602107164454936,"inputCostPerTask":0.3051140445553464,"outputCostPerTask":0.15090702708920303,"reasoningCostPerTask":0.0697849026196683,"answerCostPerTask":0.08112212446953472,"timePerTask":100.90193175114364,"intelligence":57.3317210962224,"agentic":50.5703436426117,"mmmu":0.81849710982659,"priceInput1m":4,"priceOutput1m":20,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":57.3317210962224,"costForScoring":0.45602107164454936,"costPenalty":16.589849108388194,"pointsPerK":125721.64897877844,"costPerQuality":0.007954079572793371,"deltaTop":-5.721524110906699,"costVsTop":0.1951427240713091,"calculated":57.3317210962224,"frontier":false},{"modelKey":"claude-opus-4-8","sourceId":"992b7b84-5069-4c6a-9295-834252553d50","slug":"claude-opus-4-8","name":"Claude Opus 4.8 (Adaptive Reasoning, Max Effort)","shortName":"Claude Opus 4.8 (max)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-05-28","cutoffDate":null,"totalCost":3752.315859026857,"inputCost":834.331384026857,"outputCost":2917.984475,"reasoningCost":2625.8334,"answerCost":292.151075,"costPerTask":2.0315015630110187,"inputCostPerTask":0.9143142925214962,"outputCostPerTask":1.1171872704895227,"reasoningCostPerTask":0.8758476770593967,"answerCostPerTask":0.24133959343012604,"timePerTask":459.8755124678687,"intelligence":57.3304158758428,"agentic":49.3749347079038,"mmmu":null,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":57.3304158758428,"costForScoring":2.0315015630110187,"costPenalty":23.078171608031145,"pointsPerK":28220.709705420908,"costPerQuality":0.03543496993656082,"deltaTop":-5.722829331286299,"costVsTop":0.8693298919969563,"calculated":57.3304158758428,"frontier":false},{"modelKey":"muse-spark-1-2","sourceId":"04ee6719-0327-463b-a1a1-70a6a78254f9","slug":"muse-spark-1-2","name":"Muse Spark 1.2 (xhigh)","shortName":"Muse Spark 1.2 (xhigh)","creatorName":"Meta","creatorSlug":"meta","releaseDate":"2026-08-05","cutoffDate":null,"totalCost":639.27251922,"inputCost":235.84425272000007,"outputCost":403.4282665,"reasoningCost":339.822401,"answerCost":63.6058655,"costPerTask":0.3992003044679802,"inputCostPerTask":0.26987200931659,"outputCostPerTask":0.1293282951513903,"reasoningCostPerTask":0.0746155823924999,"answerCostPerTask":0.054712712758890385,"timePerTask":null,"intelligence":56.7615911905642,"agentic":49.3114536082474,"mmmu":null,"priceInput1m":1.25,"priceOutput1m":4.25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":56.7615911905642,"costForScoring":0.3992003044679802,"costPenalty":16.011908638495854,"pointsPerK":142188.24623946907,"costPerQuality":0.007032930122197518,"deltaTop":-6.291654016564905,"costVsTop":0.17082770886670443,"calculated":56.7615911905642,"frontier":false},{"modelKey":"gpt-5-6-terra","sourceId":"bcf8db0a-3bb6-4d82-9516-0f57370c85a6","slug":"gpt-5-6-terra","name":"GPT-5.6 Terra (max)","shortName":"GPT-5.6 Terra (max)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":1409.4791852913288,"inputCost":262.87403729132893,"outputCost":1146.6051479999999,"reasoningCost":1072.025868,"answerCost":74.57928000000001,"costPerTask":0.5260347624706755,"inputCostPerTask":0.2759845852616853,"outputCostPerTask":0.2500501772089902,"reasoningCostPerTask":0.1790741324398907,"answerCostPerTask":0.07097604476909948,"timePerTask":185.4669419051011,"intelligence":56.5755675890213,"agentic":50.2013951890034,"mmmu":0.806936416184971,"priceInput1m":2,"priceOutput1m":12,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":56.5755675890213,"costForScoring":0.5260347624706755,"costPenalty":17.210144450099,"pointsPerK":107551.00541891503,"costPerQuality":0.009297914009310876,"deltaTop":-6.477677618107805,"costVsTop":0.22510331843776019,"calculated":56.5755675890213,"frontier":false},{"modelKey":"gpt-5-5","sourceId":"1f054429-397e-4fdb-9e71-67bc92c1735e","slug":"gpt-5-5","name":"GPT-5.5 (xhigh)","shortName":"GPT-5.5 (xhigh)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-04-23","cutoffDate":null,"totalCost":2796.0549224002557,"inputCost":626.3595824002556,"outputCost":2169.69534,"reasoningCost":2037.69174,"answerCost":132.0036,"costPerTask":1.1910028328395381,"inputCostPerTask":0.6842022620118009,"outputCostPerTask":0.5068005708277371,"reasoningCostPerTask":0.3856824527393348,"answerCostPerTask":0.12111811808840228,"timePerTask":201.4248923147975,"intelligence":56.3066851860359,"agentic":47.4140240549828,"mmmu":0.798843930635838,"priceInput1m":5,"priceOutput1m":30,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":56.3066851860359,"costForScoring":1.1910028328395381,"costPenalty":20.75912794467762,"pointsPerK":47276.701308755,"costPerQuality":0.021152067980995403,"deltaTop":-6.746560021093202,"costVsTop":0.5096596443203666,"calculated":56.3066851860359,"frontier":false},{"modelKey":"gemini-3-7-flash","sourceId":"b2331108-72ed-415a-82d1-188633875bbc","slug":"gemini-3-7-flash","name":"Gemini 3.7 Flash (high)","shortName":"Gemini 3.7 Flash (high)","creatorName":"Google","creatorSlug":"google","releaseDate":"2026-08-13","cutoffDate":null,"totalCost":484.72523725334753,"inputCost":244.65846850334754,"outputCost":240.06676875,"reasoningCost":148.456125,"answerCost":91.61064375,"costPerTask":0.40216581818386,"inputCostPerTask":0.2639896366468878,"outputCostPerTask":0.13817618153697225,"reasoningCostPerTask":0.05267865812064153,"answerCostPerTask":0.08549752341633073,"timePerTask":87.99873301970975,"intelligence":56.0301180773699,"agentic":45.1045017182131,"mmmu":0.854913294797688,"priceInput1m":0.75,"priceOutput1m":3.75,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":56.0301180773699,"costForScoring":0.40216581818386,"costPenalty":16.044051552587774,"pointsPerK":139320.93565384604,"costPerQuality":0.007177672151761741,"deltaTop":-7.023127129759203,"costVsTop":0.17209672571871226,"calculated":56.0301180773699,"frontier":false},{"modelKey":"grok-4-5","sourceId":"794f69b5-cede-482b-b1cc-d769478497cd","slug":"grok-4-5","name":"Grok 4.5 (high)","shortName":"Grok 4.5 (high)","creatorName":"SpaceXAI","creatorSlug":"xai","releaseDate":"2026-07-08","cutoffDate":null,"totalCost":628.6492430238271,"inputCost":269.47128502382714,"outputCost":359.177958,"reasoningCost":312.196962,"answerCost":46.980996000000005,"costPerTask":0.42559443703902644,"inputCostPerTask":0.3368230991920705,"outputCostPerTask":0.08877133784695611,"reasoningCostPerTask":0.045427451612526364,"answerCostPerTask":0.04334388623442973,"timePerTask":255.7389927289629,"intelligence":55.7588993916902,"agentic":48.851618556701,"mmmu":0.804046242774566,"priceInput1m":2,"priceOutput1m":6,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":55.7588993916902,"costForScoring":0.42559443703902644,"costPenalty":16.289959426445026,"pointsPerK":131014.16404692616,"costPerQuality":0.0076327625129281726,"deltaTop":-7.294345815438902,"costVsTop":0.182122412663699,"calculated":55.7588993916902,"frontier":false},{"modelKey":"gpt-5-6-sol-medium","sourceId":"6f174934-5b7d-4333-86cb-f5ebf4a862e3","slug":"gpt-5-6-sol-medium","name":"GPT-5.6 Sol (medium)","shortName":"GPT-5.6 Sol (medium)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":448.88865880434565,"inputCost":209.34119880434565,"outputCost":239.54746,"reasoningCost":168.83674,"answerCost":70.71072,"costPerTask":0.31364388950261196,"inputCostPerTask":0.2184816758895935,"outputCostPerTask":0.09516221361301846,"reasoningCostPerTask":0.03348827118520878,"answerCostPerTask":0.06167394242780968,"timePerTask":67.03932378821828,"intelligence":55.5729051710609,"agentic":47.8926151202749,"mmmu":0.813872832369942,"priceInput1m":4,"priceOutput1m":20,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":55.5729051710609,"costForScoring":0.31364388950261196,"costPenalty":14.964368309100253,"pointsPerK":177184.72137043852,"costPerQuality":0.005643827482784528,"deltaTop":-7.480340036068199,"costVsTop":0.13421599744313467,"calculated":55.5729051710609,"frontier":false},{"modelKey":"claude-sonnet-5","sourceId":"23c86e4a-c769-43c0-a056-79e3cd15834f","slug":"claude-sonnet-5","name":"Claude Sonnet 5 (Adaptive Reasoning, Max Effort)","shortName":"Claude Sonnet 5 (max)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-06-30","cutoffDate":null,"totalCost":4010.5097587296013,"inputCost":974.5299987296019,"outputCost":3035.9797599999997,"reasoningCost":2866.4542899999997,"answerCost":169.52546999999998,"costPerTask":1.717266743264445,"inputCostPerTask":0.9938473221558065,"outputCostPerTask":0.7234194211086383,"reasoningCostPerTask":0.5782401339101894,"answerCostPerTask":0.14517928719844878,"timePerTask":489.4342127567568,"intelligence":55.261211717405,"agentic":49.7181958762887,"mmmu":0.772832369942197,"priceInput1m":2,"priceOutput1m":10,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":55.261211717405,"costForScoring":1.717266743264445,"costPenalty":22.348377594184868,"pointsPerK":32179.748390372937,"costPerQuality":0.03107544496212299,"deltaTop":-7.792033489724105,"costVsTop":0.7348610208497032,"calculated":55.261211717405,"frontier":false},{"modelKey":"claude-opus-4-7","sourceId":"e9a09db3-8fd6-41dd-ba2f-20e0a2bff7f2","slug":"claude-opus-4-7","name":"Claude Opus 4.7 (Adaptive Reasoning, Max Effort)","shortName":"Claude Opus 4.7 (max)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-04-16","cutoffDate":"2026-01-01","totalCost":3742.6520561577427,"inputCost":1240.8822311577421,"outputCost":2501.7698250000003,"reasoningCost":2184.9983,"answerCost":316.771525,"costPerTask":2.228527139241646,"inputCostPerTask":1.3896021398701106,"outputCostPerTask":0.8389249993715345,"reasoningCostPerTask":0.557210134042264,"answerCostPerTask":0.2817148653292705,"timePerTask":392.8082696252032,"intelligence":54.9641493964167,"agentic":46.3107250859107,"mmmu":0.788439306358382,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":54.9641493964167,"costForScoring":2.228527139241646,"costPenalty":23.480179273390096,"pointsPerK":24663.89052597343,"costPerQuality":0.04054510373969202,"deltaTop":-8.0890958107124,"costVsTop":0.953642021519192,"calculated":54.9641493964167,"frontier":false},{"modelKey":"gpt-5-5-high","sourceId":"b13c1257-d746-4027-8fc8-4892dc14701c","slug":"gpt-5-5-high","name":"GPT-5.5 (high)","shortName":"GPT-5.5 (high)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-04-23","cutoffDate":null,"totalCost":1734.5239922486435,"inputCost":448.5837422486436,"outputCost":1285.9402499999999,"reasoningCost":1166.51298,"answerCost":119.42727000000001,"costPerTask":0.8154515694856851,"inputCostPerTask":0.49393290230732184,"outputCostPerTask":0.3215186671783632,"reasoningCostPerTask":0.21500452771092152,"answerCostPerTask":0.10651413946744169,"timePerTask":133.55124737757114,"intelligence":54.6668082793663,"agentic":45.863676975945,"mmmu":0.810982658959538,"priceInput1m":5,"priceOutput1m":30,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":54.6668082793663,"costForScoring":0.8154515694856851,"costPenalty":19.11398172942574,"pointsPerK":67038.69405002838,"costPerQuality":0.014916758361279215,"deltaTop":-8.386436927762801,"costVsTop":0.34895194654885636,"calculated":54.6668082793663,"frontier":false},{"modelKey":"gemini-3-7-flash-medium","sourceId":"eb0d4272-7204-42b9-b875-8866fed58548","slug":"gemini-3-7-flash-medium","name":"Gemini 3.7 Flash (medium)","shortName":"Gemini 3.7 Flash (medium)","creatorName":"Google","creatorSlug":"google","releaseDate":"2026-08-13","cutoffDate":null,"totalCost":277.49584598473893,"inputCost":157.23408473473893,"outputCost":120.26176125,"reasoningCost":54.6566775,"answerCost":65.60508375,"costPerTask":0.26290401042075284,"inputCostPerTask":0.17548668154923905,"outputCostPerTask":0.08741732887151385,"reasoningCostPerTask":0.026048453331989314,"answerCostPerTask":0.06136887553952454,"timePerTask":63.440790575510846,"intelligence":53.416679420117,"agentic":45.0979725085911,"mmmu":0.847398843930636,"priceInput1m":0.75,"priceOutput1m":3.75,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":53.416679420117,"costForScoring":0.26290401042075284,"costPenalty":14.197972110219915,"pointsPerK":203179.40123708532,"costPerQuality":0.0049217587703840274,"deltaTop":-9.636565787012103,"costVsTop":0.1125031450361725,"calculated":53.416679420117,"frontier":false},{"modelKey":"muse-spark-1-1","sourceId":"d61493e2-43ff-460c-9054-eaf6ba317360","slug":"muse-spark-1-1","name":"Muse Spark 1.1 (xhigh)","shortName":"Muse Spark 1.1 (xhigh)","creatorName":"Meta","creatorSlug":"meta","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":547.317072995,"inputCost":149.36186299500002,"outputCost":397.95520999999997,"reasoningCost":360.5334585,"answerCost":37.4217515,"costPerTask":0.2923366107461809,"inputCostPerTask":0.1971553125794164,"outputCostPerTask":0.09518129816676445,"reasoningCostPerTask":0.06442354465321457,"answerCostPerTask":0.0307577535135499,"timePerTask":82.26108719441024,"intelligence":53.1989553356511,"agentic":39.7395257731959,"mmmu":null,"priceInput1m":1.25,"priceOutput1m":4.25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":53.1989553356511,"costForScoring":0.2923366107461809,"costPenalty":14.658832075893741,"pointsPerK":181978.42274993297,"costPerQuality":0.005495156980089655,"deltaTop":-9.854289871478002,"costVsTop":0.12509808452722085,"calculated":53.1989553356511,"frontier":false},{"modelKey":"deepseek-v4-pro","sourceId":"83173329-c09a-41f1-a028-a282a5f908d7","slug":"deepseek-v4-pro","name":"DeepSeek V4 Pro 0813 (Reasoning, Max Effort)","shortName":"DeepSeek V4 Pro 0813 (max)","creatorName":"DeepSeek","creatorSlug":"deepseek","releaseDate":"2026-08-13","cutoffDate":null,"totalCost":616.9497503917341,"inputCost":110.39161127173416,"outputCost":506.55813912,"reasoningCost":472.81451184,"answerCost":33.74362728,"costPerTask":0.26526849335458225,"inputCostPerTask":0.11087423103678748,"outputCostPerTask":0.1543942623177947,"reasoningCostPerTask":0.12365314084452964,"answerCostPerTask":0.03074112147326511,"timePerTask":405.3514380341592,"intelligence":53.1976849297815,"agentic":49.5628762886598,"mmmu":null,"priceInput1m":1.32,"priceOutput1m":3.96,"activeParams":49,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":53.1976849297815,"costForScoring":0.26526849335458225,"costPenalty":14.236856707331437,"pointsPerK":200542.7944232811,"costPerQuality":0.004986466867960973,"deltaTop":-9.8555602773476,"costVsTop":0.11351496591336047,"calculated":53.1976849297815,"frontier":false},{"modelKey":"gpt-5-4","sourceId":"a89c4b28-2d8c-456e-88ea-255fb51fd2b6","slug":"gpt-5-4","name":"GPT-5.4 (xhigh)","shortName":"GPT-5.4 (xhigh)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-03-05","cutoffDate":"2025-08-31","totalCost":2200.9807607439784,"inputCost":559.0349357439782,"outputCost":1641.9458250000002,"reasoningCost":1553.1719400000002,"answerCost":88.77388499999999,"costPerTask":1.1203375391685524,"inputCostPerTask":0.6040425772516828,"outputCostPerTask":0.5162949619168695,"reasoningCostPerTask":0.43442485144693754,"answerCostPerTask":0.08187011046993191,"timePerTask":275.7859227984513,"intelligence":53.1231377466063,"agentic":44.1698762886598,"mmmu":0.784393063583815,"priceInput1m":2.5,"priceOutput1m":15,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":53.1231377466063,"costForScoring":1.1203375391685524,"costPenalty":20.49348888128511,"pointsPerK":47417.08269994338,"costPerQuality":0.021089445892908006,"deltaTop":-9.930107460522805,"costVsTop":0.47942021293943293,"calculated":53.1231377466063,"frontier":false},{"modelKey":"gpt-5-6-terra-xhigh","sourceId":"9e30696f-16fa-4b4f-ba53-161895a85fed","slug":"gpt-5-6-terra-xhigh","name":"GPT-5.6 Terra (xhigh)","shortName":"GPT-5.6 Terra (xhigh)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":604.171614389579,"inputCost":168.07794638957898,"outputCost":436.093668,"reasoningCost":373.10184,"answerCost":62.991828,"costPerTask":0.31822074390221167,"inputCostPerTask":0.17294249695274255,"outputCostPerTask":0.1452782469494691,"reasoningCostPerTask":0.08751289791384208,"answerCostPerTask":0.057765349035627044,"timePerTask":113.46411254418506,"intelligence":52.7732451128074,"agentic":46.4915738831615,"mmmu":0.794797687861272,"priceInput1m":2,"priceOutput1m":12,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":52.7732451128074,"costForScoring":0.31822074390221167,"costPenalty":15.027284866513014,"pointsPerK":165838.48200991092,"costPerQuality":0.006029963539706288,"deltaTop":-10.2800000943217,"costVsTop":0.1361745469285668,"calculated":52.7732451128074,"frontier":false},{"modelKey":"glm-5-2","sourceId":"f7a4ea75-e548-4069-80d4-9be8bc7c009b","slug":"glm-5-2","name":"GLM-5.2 (max)","shortName":"GLM-5.2 (max)","creatorName":"Z AI","creatorSlug":"zai","releaseDate":"2026-06-16","cutoffDate":null,"totalCost":843.439439283,"inputCost":223.40511008299995,"outputCost":620.0343292,"reasoningCost":587.1186332,"answerCost":32.915696000000004,"costPerTask":0.4445310520749471,"inputCostPerTask":0.2435176917238403,"outputCostPerTask":0.20101336035110678,"reasoningCostPerTask":0.1708443404786626,"answerCostPerTask":0.03016901987244419,"timePerTask":581.8785581228981,"intelligence":52.6409563457385,"agentic":45.6673917525773,"mmmu":null,"priceInput1m":1.4,"priceOutput1m":4.4,"activeParams":40,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":52.6409563457385,"costForScoring":0.4445310520749471,"costPenalty":16.479021033799704,"pointsPerK":118419.07578790095,"costPerQuality":0.008444585412835754,"deltaTop":-10.4122888613906,"costVsTop":0.19022585979054502,"calculated":52.6409563457385,"frontier":false},{"modelKey":"claude-opus-5-low","sourceId":"20928ba9-3a3f-415f-9519-b84ff64ecf34","slug":"claude-opus-5-low","name":"Claude Opus 5 (Adaptive Reasoning, Low Effort)","shortName":"Claude Opus 5 (low)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-07-24","cutoffDate":null,"totalCost":555.252412245871,"inputCost":253.45888724587098,"outputCost":301.793525,"reasoningCost":196.377075,"answerCost":105.41645,"costPerTask":0.4251600668384285,"inputCostPerTask":0.2608469245602707,"outputCostPerTask":0.16431314227815783,"reasoningCostPerTask":0.07526195081054858,"answerCostPerTask":0.08905119146760931,"timePerTask":70.6024829676561,"intelligence":52.4569136808453,"agentic":42.1234261168385,"mmmu":0.798265895953757,"priceInput1m":5,"priceOutput1m":25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":52.4569136808453,"costForScoring":0.4251600668384285,"costPenalty":16.28552466655236,"pointsPerK":123381.56325669278,"costPerQuality":0.00810493864402999,"deltaTop":-10.596331526283805,"costVsTop":0.1819365348842043,"calculated":52.4569136808453,"frontier":false},{"modelKey":"gpt-5-6-luna","sourceId":"426d24c8-49ae-482a-b4a8-20f1c53f21c1","slug":"gpt-5-6-luna","name":"GPT-5.6 Luna (max)","shortName":"GPT-5.6 Luna (max)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":173.8532740368008,"inputCost":23.81184043680081,"outputCost":150.04143359999998,"reasoningCost":142.99772159999998,"answerCost":7.043712,"costPerTask":0.04865896719117515,"inputCostPerTask":0.024603981442960013,"outputCostPerTask":0.02405498574821514,"reasoningCostPerTask":0.017271978652439148,"answerCostPerTask":0.006783007095775993,"timePerTask":156.42160209378991,"intelligence":52.3180827840984,"agentic":46.9033402061856,"mmmu":0.785549132947977,"priceInput1m":0.2,"priceOutput1m":1.2,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":52.3180827840984,"costForScoring":0.04865896719117515,"costPenalty":6.871628865936955,"pointsPerK":1075199.203849663,"costPerQuality":0.0009300602124886081,"deltaTop":-10.735162423030701,"costVsTop":0.02082237861057373,"calculated":52.3180827840984,"frontier":true},{"modelKey":"qwen3-8-27b","sourceId":"b01dee41-c62b-48ed-8d16-984adc405e5c","slug":"qwen3-8-27b","name":"Qwen3.8 27B (xhigh)","shortName":"Qwen3.8 27B (xhigh)","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-08-14","cutoffDate":null,"totalCost":693.6699701065,"inputCost":203.88473210650002,"outputCost":489.785238,"reasoningCost":455.38542,"answerCost":34.399818,"costPerTask":0.3690217121876813,"inputCostPerTask":0.22752350256075315,"outputCostPerTask":0.1414982096269282,"reasoningCostPerTask":0.11164095123948059,"answerCostPerTask":0.02985725838744757,"timePerTask":696.9023970358755,"intelligence":52.0246606497206,"agentic":50.877412371134,"mmmu":0.763005780346821,"priceInput1m":0.5,"priceOutput1m":3,"activeParams":null,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":52.0246606497206,"costForScoring":0.3690217121876813,"costPenalty":15.670519195625634,"pointsPerK":140979.94489619977,"costPerQuality":0.0070932074823569875,"deltaTop":-11.0285845574085,"costVsTop":0.15791354092052395,"calculated":52.0246606497206,"frontier":false},{"modelKey":"gemini-3-5-flash","sourceId":"0097ebf5-124f-42f6-9463-33b00e711f03","slug":"gemini-3-5-flash","name":"Gemini 3.5 Flash (high)","shortName":"Gemini 3.5 Flash","creatorName":"Google","creatorSlug":"google","releaseDate":"2026-05-19","cutoffDate":null,"totalCost":1042.4279677945385,"inputCost":363.86623579453845,"outputCost":678.561732,"reasoningCost":564.53049,"answerCost":114.03124199999999,"costPerTask":0.6933894858433166,"inputCostPerTask":0.41236980311927524,"outputCostPerTask":0.2810196827240413,"reasoningCostPerTask":0.17871949996155187,"answerCostPerTask":0.10230018276248946,"timePerTask":141.3327206736397,"intelligence":51.96360747017,"agentic":39.7146494845361,"mmmu":0.842774566473988,"priceInput1m":1.5,"priceOutput1m":9,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":51.96360747017,"costForScoring":0.6933894858433166,"costPenalty":18.409772519802434,"pointsPerK":74941.4413271217,"costPerQuality":0.013343751898698734,"deltaTop":-11.089637736959105,"costVsTop":0.2967185543025477,"calculated":51.96360747017,"frontier":false},{"modelKey":"deepseek-v4-flash","sourceId":"fe4c0848-e284-4e52-a79d-cdc28392f1a9","slug":"deepseek-v4-flash","name":"DeepSeek V4 Flash 0731 (Reasoning, Max Effort)","shortName":"DeepSeek V4 Flash 0731 (max)","creatorName":"DeepSeek","creatorSlug":"deepseek","releaseDate":"2026-07-31","cutoffDate":null,"totalCost":323.25907280569834,"inputCost":51.34367564569837,"outputCost":271.91539716,"reasoningCost":258.47003688,"answerCost":13.445360280000001,"costPerTask":0.11215889736791404,"inputCostPerTask":0.05097465581647345,"outputCostPerTask":0.0611842415514406,"reasoningCostPerTask":0.04895544462331291,"answerCostPerTask":0.012228796928127695,"timePerTask":288.95264286220964,"intelligence":51.7665776089032,"agentic":48.414147766323,"mmmu":null,"priceInput1m":0.44,"priceOutput1m":1.32,"activeParams":13,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":51.7665776089032,"costForScoring":0.11215889736791404,"costPenalty":10.498337311023949,"pointsPerK":461546.7771503999,"costPerQuality":0.002166627630191727,"deltaTop":-11.286667598225904,"costVsTop":0.04799557327971279,"calculated":51.7665776089032,"frontier":false},{"modelKey":"grok-4-6-low","sourceId":"c07e65e6-32fc-451e-938d-7477a1c3ffcc","slug":"grok-4-6-low","name":"Grok 4.6 (low)","shortName":"Grok 4.6 (low)","creatorName":"SpaceXAI","creatorSlug":"xai","releaseDate":"2026-08-12","cutoffDate":null,"totalCost":260.3382253150834,"inputCost":189.32822531508342,"outputCost":71.00999999999999,"reasoningCost":43.696512,"answerCost":27.313488,"costPerTask":0.25453018909919833,"inputCostPerTask":0.22113131707947914,"outputCostPerTask":0.03339887201971923,"reasoningCostPerTask":0.008518559040314023,"answerCostPerTask":0.024880312979405208,"timePerTask":93.35212350166402,"intelligence":51.6795741754728,"agentic":47.8401099656357,"mmmu":null,"priceInput1m":2,"priceOutput1m":6,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":51.6795741754728,"costForScoring":0.25453018909919833,"costPenalty":14.057393001566203,"pointsPerK":203039.0750832769,"costPerQuality":0.004925160339653083,"deltaTop":-11.3736710316563,"costVsTop":0.10891977925510993,"calculated":51.6795741754728,"frontier":false},{"modelKey":"gemini-3-6-flash","sourceId":"78332c88-fe60-42c8-af9d-3617e44cf1f5","slug":"gemini-3-6-flash","name":"Gemini 3.6 Flash (high)","shortName":"Gemini 3.6 Flash","creatorName":"Google","creatorSlug":"google","releaseDate":"2026-07-21","cutoffDate":null,"totalCost":412.02590609445423,"inputCost":191.81090234445423,"outputCost":220.21500375,"reasoningCost":173.211165,"answerCost":47.00383875,"costPerTask":0.3441738148343059,"inputCostPerTask":0.24772748556745366,"outputCostPerTask":0.09644632926685227,"reasoningCostPerTask":0.051731260897514404,"answerCostPerTask":0.044715068369337856,"timePerTask":120.3863426406132,"intelligence":51.5819376989529,"agentic":40.5116357388316,"mmmu":0.832369942196532,"priceInput1m":0.75,"priceOutput1m":3.75,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":51.5819376989529,"costForScoring":0.3441738148343059,"costPenalty":15.36777825591895,"pointsPerK":149871.7667518831,"costPerQuality":0.006672370798534243,"deltaTop":-11.471307508176203,"costVsTop":0.14728050951367383,"calculated":51.5819376989529,"frontier":false},{"modelKey":"deepseek-v4-flash-vision","sourceId":"7707a46f-895f-4247-b7a8-ddab87c9a11d","slug":"deepseek-v4-flash-vision","name":"DeepSeek V4 Flash Vision (Reasoning, Max Effort)","shortName":"DeepSeek V4 Flash Vision (max)","creatorName":"DeepSeek","creatorSlug":"deepseek","releaseDate":"2026-08-21","cutoffDate":null,"totalCost":235.8944966637747,"inputCost":63.348522623774684,"outputCost":172.54597404,"reasoningCost":155.19195912,"answerCost":17.35401492,"costPerTask":0.11635843000544639,"inputCostPerTask":0.060991298901248936,"outputCostPerTask":0.05536713110419746,"reasoningCostPerTask":0.040377276347700476,"answerCostPerTask":0.014989854756496987,"timePerTask":340.0087833053435,"intelligence":51.4736425212072,"agentic":52.8743092783505,"mmmu":0.747976878612717,"priceInput1m":0.44,"priceOutput1m":1.32,"activeParams":13,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":51.4736425212072,"costForScoring":0.11635843000544639,"costPenalty":10.657978527901196,"pointsPerK":442371.40806040337,"costPerQuality":0.00226054392706921,"deltaTop":-11.579602685921898,"costVsTop":0.049792657427072555,"calculated":51.4736425212072,"frontier":false},{"modelKey":"gpt-5-5-medium","sourceId":"6b79f899-e3c0-45f6-923c-243faccdb2fc","slug":"gpt-5-5-medium","name":"GPT-5.5 (medium)","shortName":"GPT-5.5 (medium)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-04-23","cutoffDate":null,"totalCost":947.6747660325566,"inputCost":308.6080460325567,"outputCost":639.0667199999999,"reasoningCost":540.25578,"answerCost":98.81094,"costPerTask":0.5079870714633851,"inputCostPerTask":0.34071592340536955,"outputCostPerTask":0.16727114805801552,"reasoningCostPerTask":0.0820570692357045,"answerCostPerTask":0.08521407882231102,"timePerTask":67.57658533256189,"intelligence":51.4222518389803,"agentic":39.1656357388316,"mmmu":0.811560693641619,"priceInput1m":5,"priceOutput1m":30,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":51.4222518389803,"costForScoring":0.5079870714633851,"costPenalty":17.058526594028955,"pointsPerK":101227.48142161476,"costPerQuality":0.00987874029815063,"deltaTop":-11.6309933681488,"costVsTop":0.21738026394455667,"calculated":51.4222518389803,"frontier":false},{"modelKey":"gemini-3-7-flash-low","sourceId":"ddfdaf64-3f8e-40a6-a492-608ee83a1351","slug":"gemini-3-7-flash-low","name":"Gemini 3.7 Flash (low)","shortName":"Gemini 3.7 Flash (low)","creatorName":"Google","creatorSlug":"google","releaseDate":"2026-08-13","cutoffDate":null,"totalCost":165.161994502372,"inputCost":95.95175075237202,"outputCost":69.21024374999999,"reasoningCost":25.793819999999997,"answerCost":43.41642375,"costPerTask":0.16484989091533553,"inputCostPerTask":0.11251754759252144,"outputCostPerTask":0.052332343322814126,"reasoningCostPerTask":0.011355255299399887,"answerCostPerTask":0.04097708802341424,"timePerTask":38.51503856886643,"intelligence":50.9422571779375,"agentic":41.5678453608247,"mmmu":0.848554913294798,"priceInput1m":0.75,"priceOutput1m":3.75,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":50.9422571779375,"costForScoring":0.16484989091533553,"costPenalty":12.170886640974095,"pointsPerK":309022.08606313664,"costPerQuality":0.0032360146575273877,"deltaTop":-12.110988029191603,"costVsTop":0.07054335594639233,"calculated":50.9422571779375,"frontier":false},{"modelKey":"gpt-5-6-sol-low","sourceId":"0904b596-8932-43bd-9b21-324f128e1723","slug":"gpt-5-6-sol-low","name":"GPT-5.6 Sol (low)","shortName":"GPT-5.6 Sol (low)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":267.52809320212634,"inputCost":135.70183320212638,"outputCost":131.82626,"reasoningCost":80.48606,"answerCost":51.340199999999996,"costPerTask":0.19477069866011712,"inputCostPerTask":0.13808114534124138,"outputCostPerTask":0.05668955331887575,"reasoningCostPerTask":0.013318069805661562,"answerCostPerTask":0.043371483513214175,"timePerTask":37.96797543433789,"intelligence":50.7315181713702,"agentic":41.5540549828179,"mmmu":0.809826589595376,"priceInput1m":4,"priceOutput1m":20,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":50.7315181713702,"costForScoring":0.19477069866011712,"costPenalty":12.895236221145574,"pointsPerK":260467.91699350416,"costPerQuality":0.00383924443187734,"deltaTop":-12.321727035758904,"costVsTop":0.0833472114977905,"calculated":50.7315181713702,"frontier":false},{"modelKey":"gpt-5-6-terra-high","sourceId":"81972fba-1219-477e-bbfb-18c656a63ff7","slug":"gpt-5-6-terra-high","name":"GPT-5.6 Terra (high)","shortName":"GPT-5.6 Terra (high)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":405.5901103170139,"inputCost":122.25142631701394,"outputCost":283.338684,"reasoningCost":230.55764399999998,"answerCost":52.78104,"costPerTask":0.22756518692695352,"inputCostPerTask":0.12573604382810016,"outputCostPerTask":0.10182914309885338,"reasoningCostPerTask":0.05398795720238039,"answerCostPerTask":0.04784118589647298,"timePerTask":76.65229143430957,"intelligence":50.1131352273405,"agentic":43.4579312714777,"mmmu":0.790751445086705,"priceInput1m":2,"priceOutput1m":12,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":50.1131352273405,"costForScoring":0.22756518692695352,"costPenalty":13.571058241468904,"pointsPerK":220214.41813692878,"costPerQuality":0.004541028732179573,"deltaTop":-12.940109979788602,"costVsTop":0.09738078620045967,"calculated":50.1131352273405,"frontier":false},{"modelKey":"gpt-5-6-luna-xhigh","sourceId":"87110ff0-1f79-41b4-9976-eda250597317","slug":"gpt-5-6-luna-xhigh","name":"GPT-5.6 Luna (xhigh)","shortName":"GPT-5.6 Luna (xhigh)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":96.36125782555091,"inputCost":16.27271782555091,"outputCost":80.08854,"reasoningCost":74.14957679999999,"answerCost":5.9389632,"costPerTask":0.03275620687218648,"inputCostPerTask":0.016753333471881855,"outputCostPerTask":0.016002873400304624,"reasoningCostPerTask":0.010471503801906179,"answerCostPerTask":0.0055313695983984475,"timePerTask":105.32902318709996,"intelligence":50.0587027429536,"agentic":44.364264604811,"mmmu":0.785549132947977,"priceInput1m":0.2,"priceOutput1m":1.2,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":50.0587027429536,"costForScoring":0.03275620687218648,"costPenalty":5.152936052417837,"pointsPerK":1528220.3747912825,"costPerQuality":0.0006543558877341729,"deltaTop":-12.994542464175503,"costVsTop":0.014017193144671668,"calculated":50.0587027429536,"frontier":true},{"modelKey":"claude-sonnet-4-6-adaptive","sourceId":"df8d14e0-3997-4e4d-b4ad-9c047acc9c69","slug":"claude-sonnet-4-6-adaptive","name":"Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)","shortName":"Claude Sonnet 4.6 (max)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-02-17","cutoffDate":null,"totalCost":3355.2700228232134,"inputCost":403.71597282321306,"outputCost":2951.55405,"reasoningCost":2802.145605,"answerCost":149.408445,"costPerTask":1.2181995651943702,"inputCostPerTask":0.4435591479723825,"outputCostPerTask":0.7746404172219874,"reasoningCostPerTask":0.6527368509607945,"answerCostPerTask":0.12190356626119289,"timePerTask":782.4510480704264,"intelligence":48.3663341204845,"agentic":42.0753298969072,"mmmu":0.732947976878613,"priceInput1m":3,"priceOutput1m":15,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":48.3663341204845,"costForScoring":1.2181995651943702,"costPenalty":20.857184401549613,"pointsPerK":39703.12870105761,"costPerQuality":0.025186931929960524,"deltaTop":-14.6869110866446,"costVsTop":0.5212978004661357,"calculated":48.3663341204845,"frontier":false},{"modelKey":"kimi-k3-low","sourceId":"512d17ef-13d2-4f65-bf9b-154b0dec7e8d","slug":"kimi-k3-low","name":"Kimi K3 (low)","shortName":"Kimi K3 (low)","creatorName":"Kimi","creatorSlug":"kimi","releaseDate":"2026-07-16","cutoffDate":null,"totalCost":282.63637096417705,"inputCost":153.75614596417705,"outputCost":128.880225,"reasoningCost":89.509305,"answerCost":39.370920000000005,"costPerTask":0.2419185646571798,"inputCostPerTask":0.17895875331001837,"outputCostPerTask":0.06295981134716148,"reasoningCostPerTask":0.02879714554562664,"answerCostPerTask":0.03416266580153484,"timePerTask":110.17814603130415,"intelligence":48.251492150768,"agentic":39.5784948453608,"mmmu":0.784971098265896,"priceInput1m":3,"priceOutput1m":15,"activeParams":104,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":48.251492150768,"costForScoring":0.2419185646571798,"costPenalty":13.8366919708783,"pointsPerK":199453.4492181064,"costPerQuality":0.005013701211586868,"deltaTop":-14.8017530563611,"costVsTop":0.10352295243808489,"calculated":48.251492150768,"frontier":false},{"modelKey":"gemini-3-1-pro-preview","sourceId":"bbd93ebe-80da-4594-bb19-61e69d0331df","slug":"gemini-3-1-pro-preview","name":"Gemini 3.1 Pro Preview","shortName":"Gemini 3.1 Pro Preview","creatorName":"Google","creatorSlug":"google","releaseDate":"2026-02-19","cutoffDate":null,"totalCost":811.9024492943643,"inputCost":139.11842929436432,"outputCost":672.7840199999999,"reasoningCost":623.642124,"answerCost":49.141895999999996,"costPerTask":0.3345647504982565,"inputCostPerTask":0.1702859568606769,"outputCostPerTask":0.1642787936375796,"reasoningCostPerTask":0.1283746121745311,"answerCostPerTask":0.035904181463048516,"timePerTask":112.99453342144764,"intelligence":47.7383260259131,"agentic":23.0454329896907,"mmmu":0.824277456647399,"priceInput1m":2,"priceOutput1m":12,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":47.7383260259131,"costForScoring":0.3345647504982565,"costPenalty":15.24480182082073,"pointsPerK":142687.85326253873,"costPerQuality":0.007008305031823897,"deltaTop":-15.314919181215998,"costVsTop":0.14316855261757946,"calculated":47.7383260259131,"frontier":false},{"modelKey":"gpt-5-6-luna-high","sourceId":"aa55297e-8fbf-4372-b4ab-9b068dc6396c","slug":"gpt-5-6-luna-high","name":"GPT-5.6 Luna (high)","shortName":"GPT-5.6 Luna (high)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":55.857463863173265,"inputCost":11.414953863173267,"outputCost":44.44251,"reasoningCost":39.443635199999996,"answerCost":4.998874799999999,"costPerTask":0.02234385398890536,"inputCostPerTask":0.011871361514117218,"outputCostPerTask":0.010472492474788144,"reasoningCostPerTask":0.005837770271523362,"answerCostPerTask":0.004634722203264782,"timePerTask":67.85066032054556,"intelligence":46.9604170473195,"agentic":41.0342130584192,"mmmu":0.775722543352601,"priceInput1m":0.2,"priceOutput1m":1.2,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":46.9604170473195,"costForScoring":0.02234385398890536,"costPenalty":3.491580847042319,"pointsPerK":2101715.1772759203,"costPerQuality":0.0004758018645019837,"deltaTop":-16.0928281598096,"costVsTop":0.009561489160845654,"calculated":46.9604170473195,"frontier":true},{"modelKey":"gpt-5-6-terra-medium","sourceId":"26e0f83a-ca98-4f34-94ac-7c5e251ee410","slug":"gpt-5-6-terra-medium","name":"GPT-5.6 Terra (medium)","shortName":"GPT-5.6 Terra (medium)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":196.61976358873744,"inputCost":71.53800358873747,"outputCost":125.08175999999999,"reasoningCost":89.815908,"answerCost":35.265851999999995,"costPerTask":0.1231724216561732,"inputCostPerTask":0.07345196113304366,"outputCostPerTask":0.049720460523129534,"reasoningCostPerTask":0.01842802321738459,"answerCostPerTask":0.03129243730574495,"timePerTask":41.95816227418871,"intelligence":46.7558953879266,"agentic":39.0990034364261,"mmmu":0.767630057803468,"priceInput1m":2,"priceOutput1m":12,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":46.7558953879266,"costForScoring":0.1231724216561732,"costPenalty":10.905134800420049,"pointsPerK":379597.11077567557,"costPerQuality":0.0026343720002414716,"deltaTop":-16.297349819202502,"costVsTop":0.05270853341439631,"calculated":46.7558953879266,"frontier":false},{"modelKey":"qwen3-7-max","sourceId":"69534bed-2ffd-4235-832b-e20a810333ab","slug":"qwen3-7-max","name":"Qwen3.7 Max","shortName":"Qwen3.7 Max","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-05-19","cutoffDate":null,"totalCost":1164.3865025879486,"inputCost":392.0891525879485,"outputCost":772.29735,"reasoningCost":724.67376,"answerCost":47.62359,"costPerTask":0.67923292156161,"inputCostPerTask":0.505651061840726,"outputCostPerTask":0.17358185972088408,"reasoningCostPerTask":0.13415906855703186,"answerCostPerTask":0.039422791163852285,"timePerTask":96.73241857913992,"intelligence":46.71222295444,"agentic":30.8631924398625,"mmmu":null,"priceInput1m":2.5,"priceOutput1m":7.5,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":46.71222295444,"costForScoring":0.67923292156161,"costPenalty":18.32018727450918,"pointsPerK":68772.02425207089,"costPerQuality":0.014540796361245506,"deltaTop":-16.3410222526891,"costVsTop":0.29066060941973726,"calculated":46.71222295444,"frontier":false},{"modelKey":"minimax-m3","sourceId":"277f939a-985b-4b37-859d-b3eabc7c0b26","slug":"minimax-m3","name":"MiniMax-M3","shortName":"MiniMax-M3","creatorName":"MiniMax","creatorSlug":"minimax","releaseDate":"2026-06-01","cutoffDate":null,"totalCost":204.81833888433607,"inputCost":97.79730128433609,"outputCost":107.0210376,"reasoningCost":92.4965844,"answerCost":14.5244532,"costPerTask":0.13870974901890812,"inputCostPerTask":0.10839009419747579,"outputCostPerTask":0.03031965482143233,"reasoningCostPerTask":0.01523734514351011,"answerCostPerTask":0.015082309677922217,"timePerTask":187.61336768512862,"intelligence":45.3968506399702,"agentic":36.1195773195876,"mmmu":0.785549132947977,"priceInput1m":0.3,"priceOutput1m":1.2,"activeParams":23,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":45.3968506399702,"costForScoring":0.13870974901890812,"costPenalty":11.42106985920609,"pointsPerK":327279.45195677597,"costPerQuality":0.0030554927723726163,"deltaTop":-17.656394567158905,"costVsTop":0.05935734105702889,"calculated":45.3968506399702,"frontier":false},{"modelKey":"deepseek-v4-pro-0424","sourceId":"bf220674-68bd-43cc-a1b8-ce5ed4d2f18d","slug":"deepseek-v4-pro-0424","name":"DeepSeek V4 Pro (Reasoning, Max Effort)","shortName":"DeepSeek V4 Pro (max)","creatorName":"DeepSeek","creatorSlug":"deepseek","releaseDate":"2026-04-24","cutoffDate":null,"totalCost":178.12356031223322,"inputCost":17.454419802233204,"outputCost":160.66914051,"reasoningCost":153.43235436,"answerCost":7.2367861499999995,"costPerTask":0.049752150044295916,"inputCostPerTask":0.01728844890843914,"outputCostPerTask":0.03246370113585678,"reasoningCostPerTask":0.025362259566132996,"answerCostPerTask":0.007101441569723781,"timePerTask":380.47271281838624,"intelligence":45.2683460762151,"agentic":37.8070309278351,"mmmu":null,"priceInput1m":0.435,"priceOutput1m":0.87,"activeParams":49,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":45.2683460762151,"costForScoring":0.049752150044295916,"costPenalty":6.968118535681195,"pointsPerK":909877.1819089478,"costPerQuality":0.0010990494320364996,"deltaTop":-17.784899130914,"costVsTop":0.021290178660024757,"calculated":45.2683460762151,"frontier":false},{"modelKey":"kimi-k2-6","sourceId":"0de67206-4d36-4d10-b8f6-cf37fa747a03","slug":"kimi-k2-6","name":"Kimi K2.6","shortName":"Kimi K2.6","creatorName":"Kimi","creatorSlug":"kimi","releaseDate":"2026-04-20","cutoffDate":null,"totalCost":860.9571425774311,"inputCost":200.26999857743118,"outputCost":660.687144,"reasoningCost":635.577092,"answerCost":25.110052,"costPerTask":0.38861223350545604,"inputCostPerTask":0.2354898735486107,"outputCostPerTask":0.15312235995684537,"reasoningCostPerTask":0.12964251553975728,"answerCostPerTask":0.023479844417088065,"timePerTask":858.189754431102,"intelligence":45.1382483763163,"agentic":31.1619896907216,"mmmu":0.79364161849711,"priceInput1m":0.95,"priceOutput1m":4,"activeParams":32,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":45.1382483763163,"costForScoring":0.38861223350545604,"costPenalty":15.895164680606946,"pointsPerK":116152.4123138099,"costPerQuality":0.008609377800077816,"deltaTop":-17.914996830812804,"costVsTop":0.1662968107596586,"calculated":45.1382483763163,"frontier":false},{"modelKey":"gpt-5-5-low","sourceId":"c77cfe51-f4a0-4692-9dee-5061ef667f23","slug":"gpt-5-5-low","name":"GPT-5.5 (low)","shortName":"GPT-5.5 (low)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-04-23","cutoffDate":null,"totalCost":377.410550654325,"inputCost":173.48633065432497,"outputCost":203.92422,"reasoningCost":138.70721999999998,"answerCost":65.217,"costPerTask":0.2615600567078607,"inputCostPerTask":0.19174671049315026,"outputCostPerTask":0.06981334621471046,"reasoningCostPerTask":0.017231862033962417,"answerCostPerTask":0.05258148418074805,"timePerTask":27.918387141558355,"intelligence":44.4981124676717,"agentic":31.6544845360825,"mmmu":0.790173410404624,"priceInput1m":5,"priceOutput1m":30,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":44.4981124676717,"costForScoring":0.2615600567078607,"costPenalty":14.175714228485042,"pointsPerK":170125.7945412213,"costPerQuality":0.005878003407400405,"deltaTop":-18.5551327394574,"costVsTop":0.11192803391770219,"calculated":44.4981124676717,"frontier":false},{"modelKey":"qwen3-8-27b-medium","sourceId":"6657d7de-a2a9-40bc-a32f-86e80ad63698","slug":"qwen3-8-27b-medium","name":"Qwen3.8 27B (medium)","shortName":"Qwen3.8 27B (medium)","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-08-14","cutoffDate":null,"totalCost":398.32794292750003,"inputCost":174.33324292750004,"outputCost":223.9947,"reasoningCost":174.745071,"answerCost":49.249629,"costPerTask":0.2840156246601843,"inputCostPerTask":0.19037134994051166,"outputCostPerTask":0.09364427471967264,"reasoningCostPerTask":0.06306830723979515,"answerCostPerTask":0.03057596747987749,"timePerTask":506.6128353077166,"intelligence":44.4541866037653,"agentic":49.8092268041237,"mmmu":0.741618497109827,"priceInput1m":0.5,"priceOutput1m":3,"activeParams":null,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":44.4541866037653,"costForScoring":0.2840156246601843,"costPenalty":14.533422327126855,"pointsPerK":156520.2148894214,"costPerQuality":0.006388951105813912,"deltaTop":-18.5990586033638,"costVsTop":0.1215373282535579,"calculated":44.4541866037653,"frontier":false},{"modelKey":"deepseek-v4-pro-0424-high","sourceId":"5da3c0e2-65d2-4bff-a410-cb2132ddafb6","slug":"deepseek-v4-pro-0424-high","name":"DeepSeek V4 Pro (Reasoning, High Effort)","shortName":"DeepSeek V4 Pro (high)","creatorName":"DeepSeek","creatorSlug":"deepseek","releaseDate":"2026-04-24","cutoffDate":null,"totalCost":108.76972829656862,"inputCost":17.700586916568618,"outputCost":91.06914138,"reasoningCost":84.30194034,"answerCost":6.76720104,"costPerTask":0.043202295785401766,"inputCostPerTask":0.019120151115408393,"outputCostPerTask":0.024082144669993383,"reasoningCostPerTask":0.01693339158728092,"answerCostPerTask":0.00714875308271246,"timePerTask":258.86179267664437,"intelligence":43.7458091419318,"agentic":35.2571890034364,"mmmu":null,"priceInput1m":0.435,"priceOutput1m":0.87,"activeParams":49,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":43.7458091419318,"costForScoring":0.043202295785401766,"costPenalty":6.355068259917509,"pointsPerK":1012580.6591212148,"costPerQuality":0.0009875756474233537,"deltaTop":-19.3074360651973,"costVsTop":0.018487333612226303,"calculated":43.7458091419318,"frontier":false},{"modelKey":"kimi-k2-7-code","sourceId":"8d0cb231-7303-452c-9923-a9620b948475","slug":"kimi-k2-7-code","name":"Kimi K2.7 Code","shortName":"Kimi K2.7 Code","creatorName":"Kimi","creatorSlug":"kimi","releaseDate":"2026-06-12","cutoffDate":null,"totalCost":544.5830239729544,"inputCost":129.8289199729544,"outputCost":414.754104,"reasoningCost":390.49036,"answerCost":24.263744,"costPerTask":0.22197474982635537,"inputCostPerTask":0.1490009302272212,"outputCostPerTask":0.07297381959913417,"reasoningCostPerTask":0.050810723294377226,"answerCostPerTask":0.02216309630475695,"timePerTask":402.33725299386606,"intelligence":43.0244715223736,"agentic":30.2783951890034,"mmmu":null,"priceInput1m":0.95,"priceOutput1m":4,"activeParams":32,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":43.0244715223736,"costForScoring":0.22197474982635537,"costPenalty":13.463035751949509,"pointsPerK":193825.97144959256,"costPerQuality":0.005159267318621775,"deltaTop":-20.0287736847555,"costVsTop":0.09498849954443783,"calculated":43.0244715223736,"frontier":false},{"modelKey":"mimo-v2-5-pro","sourceId":"00f1248e-78e3-4230-8dc8-5e13ba8645e2","slug":"mimo-v2-5-pro","name":"MiMo-V2.5-Pro","shortName":"MiMo-V2.5-Pro","creatorName":"Xiaomi","creatorSlug":"xiaomi","releaseDate":"2026-04-22","cutoffDate":null,"totalCost":98.8558196768628,"inputCost":15.532848576862794,"outputCost":83.3229711,"reasoningCost":76.58508558,"answerCost":6.73788552,"costPerTask":0.03390845289072561,"inputCostPerTask":0.015657081680183715,"outputCostPerTask":0.018251371210541895,"reasoningCostPerTask":0.013042764135457687,"answerCostPerTask":0.005208607075084211,"timePerTask":388.9548284610348,"intelligence":42.8796821546836,"agentic":29.5249690721649,"mmmu":null,"priceInput1m":0.435,"priceOutput1m":0.87,"activeParams":42,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":42.8796821546836,"costForScoring":0.03390845289072561,"costPenalty":5.303079750818718,"pointsPerK":1264572.0609214741,"costPerQuality":0.0007907813488076871,"deltaTop":-20.173563052445502,"costVsTop":0.014510267787137553,"calculated":42.8796821546836,"frontier":false},{"modelKey":"qwen3-8-27b-low","sourceId":"7e30585f-fad7-40df-a8cb-03c1d96df38a","slug":"qwen3-8-27b-low","name":"Qwen3.8 27B (low)","shortName":"Qwen3.8 27B (low)","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-08-14","cutoffDate":null,"totalCost":302.62478815450004,"inputCost":173.0832071545,"outputCost":129.541581,"reasoningCost":70.186131,"answerCost":59.355450000000005,"costPerTask":0.26487227305601796,"inputCostPerTask":0.18675276644450917,"outputCostPerTask":0.07811950661150878,"reasoningCostPerTask":0.0440347484789049,"answerCostPerTask":0.034084758132603865,"timePerTask":400.49133465488416,"intelligence":42.8682424392917,"agentic":43.7196494845361,"mmmu":0.73757225433526,"priceInput1m":0.5,"priceOutput1m":3,"activeParams":null,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":42.8682424392917,"costForScoring":0.26487227305601796,"costPenalty":14.230364985425597,"pointsPerK":161844.9600054041,"costPerQuality":0.006178752801240208,"deltaTop":-20.185002767837403,"costVsTop":0.11334541342291228,"calculated":42.8682424392917,"frontier":false},{"modelKey":"claude-sonnet-5-non-reasoning","sourceId":"d58b9ada-fd9d-4fff-a086-242034657963","slug":"claude-sonnet-5-non-reasoning","name":"Claude Sonnet 5 (Non-reasoning, High Effort)","shortName":"Claude Sonnet 5 (Non-reasoning)","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2026-06-30","cutoffDate":null,"totalCost":415.7461462036607,"inputCost":276.7461862036607,"outputCost":138.99996,"reasoningCost":0,"answerCost":138.99996,"costPerTask":0.4169463665330755,"inputCostPerTask":0.30993861365217035,"outputCostPerTask":0.10700775288090507,"reasoningCostPerTask":0,"answerCostPerTask":0.10700775288090507,"timePerTask":93.09311346153522,"intelligence":42.5707970639646,"agentic":34.2457010309278,"mmmu":0.71907514450867,"priceInput1m":2,"priceOutput1m":10,"activeParams":null,"isOpenWeights":false,"isReasoning":false,"rawResultJson":"{}","quality":42.5707970639646,"costForScoring":0.4169463665330755,"costPenalty":16.20080193542621,"pointsPerK":102101.37437565977,"costPerQuality":0.009794187454526497,"deltaTop":-20.482448143164504,"costVsTop":0.17842168885634074,"calculated":42.5707970639646,"frontier":false},{"modelKey":"inkling","sourceId":"0de09623-2b1a-4c8d-86ef-7f5245d4e24b","slug":"inkling","name":"Inkling (xhigh)","shortName":"Inkling","creatorName":"Thinking Machines","creatorSlug":"thinking-machines","releaseDate":"2026-07-15","cutoffDate":null,"totalCost":698.2782607001459,"inputCost":180.08696935014586,"outputCost":518.19129135,"reasoningCost":491.03034705,"answerCost":27.1609443,"costPerTask":0.3388848141344296,"inputCostPerTask":0.23395407965087794,"outputCostPerTask":0.10493073448355175,"reasoningCostPerTask":0.07947718313661009,"answerCostPerTask":0.025453551346941643,"timePerTask":521.1320550412339,"intelligence":42.2947721285326,"agentic":34.1283883161512,"mmmu":0.734682080924856,"priceInput1m":1,"priceOutput1m":4.05,"activeParams":41,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":42.2947721285326,"costForScoring":0.3388848141344296,"costPenalty":15.300521079775782,"pointsPerK":124805.74627269963,"costPerQuality":0.00801245158868733,"deltaTop":-20.758473078596502,"costVsTop":0.1450172149679485,"calculated":42.2947721285326,"frontier":false},{"modelKey":"hy3","sourceId":"b23e6c69-96e5-44c9-8f58-4b42e0c399d5","slug":"hy3","name":"Hy3","shortName":"Hy3","creatorName":"Tencent","creatorSlug":"tencent","releaseDate":"2026-07-06","cutoffDate":null,"totalCost":93.19688760024408,"inputCost":14.216226066244094,"outputCost":78.98066153399999,"reasoningCost":75.495237014,"answerCost":3.4854245200000005,"costPerTask":0.03574070875754976,"inputCostPerTask":0.018316660107868355,"outputCostPerTask":0.017424048649681403,"reasoningCostPerTask":0.013260156884600345,"answerCostPerTask":0.004163891765081057,"timePerTask":390.4989718434797,"intelligence":42.2134908724756,"agentic":31.4171993127148,"mmmu":null,"priceInput1m":0.136,"priceOutput1m":0.554,"activeParams":21,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":42.2134908724756,"costForScoring":0.03574070875754976,"costPenalty":5.531631605490555,"pointsPerK":1181103.9103570813,"costPerQuality":0.0008466655568837052,"deltaTop":-20.8397543346535,"costVsTop":0.015294335505232825,"calculated":42.2134908724756,"frontier":false},{"modelKey":"deepseek-v4-flash-0420","sourceId":"d8ddb241-b3e4-4c25-a6a3-72eb1b30c541","slug":"deepseek-v4-flash-0420","name":"DeepSeek V4 Flash (Reasoning, Max Effort)","shortName":"DeepSeek V4 Flash (max)","creatorName":"DeepSeek","creatorSlug":"deepseek","releaseDate":"2026-04-24","cutoffDate":null,"totalCost":95.49758595410606,"inputCost":30.05479819410606,"outputCost":65.44278776,"reasoningCost":62.72709296,"answerCost":2.7156948,"costPerTask":0.05448575591114944,"inputCostPerTask":0.04179844515622558,"outputCostPerTask":0.012687310754923848,"reasoningCostPerTask":0.009567983910031861,"answerCostPerTask":0.003119326844891987,"timePerTask":null,"intelligence":42.1161800751304,"agentic":33.7449450171821,"mmmu":null,"priceInput1m":0.13,"priceOutput1m":0.28,"activeParams":13,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":42.1161800751304,"costForScoring":0.05448575591114944,"costPenalty":7.362829804834311,"pointsPerK":772975.9708906261,"costPerQuality":0.0012937012761830048,"deltaTop":-20.9370651319987,"costVsTop":0.02331580598510972,"calculated":42.1161800751304,"frontier":false},{"modelKey":"gpt-5-6-sol-non-reasoning","sourceId":"7c4d1e30-6ecb-46cf-880c-41446d7b51f1","slug":"gpt-5-6-sol-non-reasoning","name":"GPT-5.6 Sol (Non-reasoning)","shortName":"GPT-5.6 Sol (Non-reasoning)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":192.89533906308807,"inputCost":140.43825906308808,"outputCost":52.45708,"reasoningCost":0,"answerCost":52.45708,"costPerTask":0.19498798423336106,"inputCostPerTask":0.14890167273199895,"outputCostPerTask":0.04608631150136212,"reasoningCostPerTask":0,"answerCostPerTask":0.04608631150136212,"timePerTask":31.282836521638053,"intelligence":41.8779730605066,"agentic":36.0215429553265,"mmmu":0.71907514450867,"priceInput1m":4,"priceOutput1m":20,"activeParams":null,"isOpenWeights":false,"isReasoning":false,"rawResultJson":"{}","quality":41.8779730605066,"costForScoring":0.19498798423336106,"costPenalty":12.900078496090295,"pointsPerK":214772.07031581577,"costPerQuality":0.004656098898378781,"deltaTop":-21.175272146622504,"costVsTop":0.08344019338240233,"calculated":41.8779730605066,"frontier":false},{"modelKey":"solar-pro4","sourceId":"1b64aa81-c223-4b8f-909b-82185a234765","slug":"solar-pro4","name":"Solar Pro 4","shortName":"Solar Pro 4","creatorName":"Upstage","creatorSlug":"upstage","releaseDate":"2026-08-06","cutoffDate":null,"totalCost":380.16658343809513,"inputCost":188.02890983809516,"outputCost":192.13767359999997,"reasoningCost":178.24478639999998,"answerCost":13.892887199999999,"costPerTask":0.30346062891539977,"inputCostPerTask":0.25137913790928046,"outputCostPerTask":0.05208149100611923,"reasoningCostPerTask":0.03908331760045547,"answerCostPerTask":0.01299817340566376,"timePerTask":633.3709025355142,"intelligence":41.637324367296,"agentic":33.625323024055,"mmmu":null,"priceInput1m":0.3,"priceOutput1m":1.2,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":41.637324367296,"costForScoring":0.30346062891539977,"costPenalty":14.821023535531793,"pointsPerK":137208.32424328712,"costPerQuality":0.007288187546310075,"deltaTop":-21.4159208398331,"costVsTop":0.12985832773337722,"calculated":41.637324367296,"frontier":false},{"modelKey":"gpt-5-6-terra-low","sourceId":"cc4a20cd-09fe-4962-a430-119c815e85fa","slug":"gpt-5-6-terra-low","name":"GPT-5.6 Terra (low)","shortName":"GPT-5.6 Terra (low)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":132.83345830145964,"inputCost":61.27604230145965,"outputCost":71.557416,"reasoningCost":45.324432,"answerCost":26.232984,"costPerTask":0.09615433559517432,"inputCostPerTask":0.0661038347033273,"outputCostPerTask":0.030050500891847024,"reasoningCostPerTask":0.007620607379897482,"answerCostPerTask":0.02242989351194954,"timePerTask":23.064094353868455,"intelligence":41.2961239729374,"agentic":31.498295532646,"mmmu":0.761271676300578,"priceInput1m":2,"priceOutput1m":12,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":41.2961239729374,"costForScoring":0.09615433559517432,"costPenalty":9.829688713369409,"pointsPerK":429477.5031965373,"costPerQuality":0.002328410667746619,"deltaTop":-21.7571212341917,"costVsTop":0.04114682444747821,"calculated":41.2961239729374,"frontier":false},{"modelKey":"inkling-small","sourceId":"7261504e-503c-4a66-a9d3-a3272cdf9ad6","slug":"inkling-small","name":"Inkling Small","shortName":"Inkling Small","creatorName":"Thinking Machines","creatorSlug":"thinking-machines","releaseDate":"2026-07-30","cutoffDate":null,"totalCost":192.52413291763895,"inputCost":35.10007011763895,"outputCost":157.4240628,"reasoningCost":150.2906916,"answerCost":7.1333712,"costPerTask":0.07353375676315574,"inputCostPerTask":0.04391192872912177,"outputCostPerTask":0.02962182803403397,"reasoningCostPerTask":0.02371807403008801,"answerCostPerTask":0.005903754003945963,"timePerTask":181.47280301866866,"intelligence":41.1806598798293,"agentic":31.881295532646,"mmmu":0.740462427745665,"priceInput1m":0.3,"priceOutput1m":1.2,"activeParams":12,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":41.1806598798293,"costForScoring":0.07353375676315574,"costPenalty":8.66486754191933,"pointsPerK":560023.8814462824,"costPerQuality":0.0017856381363906533,"deltaTop":-21.872585327299802,"costVsTop":0.03146691786458542,"calculated":41.1806598798293,"frontier":false},{"modelKey":"glm-5-1","sourceId":"5aa1c578-af76-4b91-8699-cdd43582b3af","slug":"glm-5-1","name":"GLM-5.1 (Reasoning)","shortName":"GLM-5.1","creatorName":"Z AI","creatorSlug":"zai","releaseDate":"2026-04-07","cutoffDate":null,"totalCost":685.7850215364274,"inputCost":148.6044611364274,"outputCost":537.1805604,"reasoningCost":496.7691828,"answerCost":40.41137760000001,"costPerTask":0.2866223689319792,"inputCostPerTask":0.16751604266125505,"outputCostPerTask":0.11910632627072411,"reasoningCostPerTask":0.07416896256828202,"answerCostPerTask":0.044937363702442085,"timePerTask":379.10933809325996,"intelligence":40.9675355215124,"agentic":30.5607491408935,"mmmu":null,"priceInput1m":1.38,"priceOutput1m":4.4,"activeParams":40,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":40.9675355215124,"costForScoring":0.2866223689319792,"costPenalty":14.573100811228448,"pointsPerK":142932.09449830052,"costPerQuality":0.00699632929546058,"deltaTop":-22.0857096856167,"costVsTop":0.12265281876438199,"calculated":40.9675355215124,"frontier":false},{"modelKey":"gpt-5-4-mini","sourceId":"ba242e40-83b7-4cd3-a0e0-b56237984914","slug":"gpt-5-4-mini","name":"GPT-5.4 mini (xhigh)","shortName":"GPT-5.4 mini (xhigh)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-03-17","cutoffDate":"2025-08-31","totalCost":1095.8349161330193,"inputCost":121.84073663301929,"outputCost":973.9941795,"reasoningCost":952.0682355,"answerCost":21.925944,"costPerTask":0.494783145873995,"inputCostPerTask":0.1350632054760043,"outputCostPerTask":0.3597199403979906,"reasoningCostPerTask":0.33622369783675726,"answerCostPerTask":0.02349624256123342,"timePerTask":467.5611873931192,"intelligence":40.9386428957853,"agentic":31.5416701030928,"mmmu":0.732947976878613,"priceInput1m":0.75,"priceOutput1m":4.5,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":40.9386428957853,"costForScoring":0.494783145873995,"costPenalty":16.944148975484595,"pointsPerK":82740.57683082645,"costPerQuality":0.012085968436558354,"deltaTop":-22.114602311343802,"costVsTop":0.21172997677985117,"calculated":40.9386428957853,"frontier":false},{"modelKey":"grok-build-0-1-06-16","sourceId":"0b7efa66-2115-49e0-a1b7-a2ba225fe9f6","slug":"grok-build-0-1-06-16","name":"Grok Build 0.1 0616","shortName":"Grok Build 0.1 0616","creatorName":"SpaceXAI","creatorSlug":"xai","releaseDate":"2026-06-16","cutoffDate":null,"totalCost":376.79238290573323,"inputCost":108.07210490573324,"outputCost":268.720278,"reasoningCost":248.799876,"answerCost":19.920402,"costPerTask":0.2251704451024012,"inputCostPerTask":0.15368311434004034,"outputCostPerTask":0.07148733076236084,"reasoningCostPerTask":0.05044939995653692,"answerCostPerTask":0.02103793080582392,"timePerTask":278.7134178005025,"intelligence":40.650047316875,"agentic":28.86035395189,"mmmu":0.765317919075144,"priceInput1m":1,"priceOutput1m":2,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":40.650047316875,"costForScoring":0.2251704451024012,"costPenalty":13.525113863068775,"pointsPerK":180530.1192986873,"costPerQuality":0.005539241894287451,"deltaTop":-22.4031978902541,"costVsTop":0.09635601679363083,"calculated":40.650047316875,"frontier":false},{"modelKey":"qwen3-6-plus","sourceId":"f371ad68-6947-4767-a78f-1f6c81f96b93","slug":"qwen3-6-plus","name":"Qwen3.6 Plus","shortName":"Qwen3.6 Plus","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-04-02","cutoffDate":null,"totalCost":525.5492947275089,"inputCost":221.72197872750894,"outputCost":303.827316,"reasoningCost":268.499475,"answerCost":35.327841,"costPerTask":0.3568972800744663,"inputCostPerTask":0.28870888536760514,"outputCostPerTask":0.0681883947068612,"reasoningCostPerTask":0.04134865457314481,"answerCostPerTask":0.02683974013371638,"timePerTask":385.2695439078983,"intelligence":40.4880703723726,"agentic":28.9955807560137,"mmmu":0.779768786127168,"priceInput1m":0.5,"priceOutput1m":3,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":40.4880703723726,"costForScoring":0.3568972800744663,"costPenalty":15.525432381961995,"pointsPerK":113444.60334336197,"costPerQuality":0.008814875018543694,"deltaTop":-22.565174834756505,"costVsTop":0.15272519578143215,"calculated":40.4880703723726,"frontier":false},{"modelKey":"gpt-5-4-nano","sourceId":"d4fc3f33-f2b0-4da1-88ee-f1f82bd4de31","slug":"gpt-5-4-nano","name":"GPT-5.4 nano (xhigh)","shortName":"GPT-5.4 nano (xhigh)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-03-17","cutoffDate":"2025-08-31","totalCost":276.9699520898464,"inputCost":49.663758339846375,"outputCost":227.30619375,"reasoningCost":218.3528425,"answerCost":8.95335125,"costPerTask":0.149068839158101,"inputCostPerTask":0.05556119216095592,"outputCostPerTask":0.09350764699714509,"reasoningCostPerTask":0.08384626491873093,"answerCostPerTask":0.009661382078414148,"timePerTask":466.44935259320965,"intelligence":39.7139012496964,"agentic":29.674560137457,"mmmu":0.653757225433526,"priceInput1m":0.2,"priceOutput1m":1.25,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":39.7139012496964,"costForScoring":0.149068839158101,"costPenalty":11.733868695023988,"pointsPerK":266413.16504501796,"costPerQuality":0.0037535682586520157,"deltaTop":-23.339343957432703,"costVsTop":0.06379025259195467,"calculated":39.7139012496964,"frontier":false},{"modelKey":"qwen3-7-plus","sourceId":"a87fce42-eea3-4e45-a96d-fe057814f371","slug":"qwen3-7-plus","name":"Qwen3.7 Plus","shortName":"Qwen3.7 Plus","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-06-01","cutoffDate":null,"totalCost":274.7715290188442,"inputCost":92.79126501884421,"outputCost":181.980264,"reasoningCost":174.3866896,"answerCost":7.5935744000000005,"costPerTask":0.17028705303604513,"inputCostPerTask":0.13412595459381577,"outputCostPerTask":0.03616109844222941,"reasoningCostPerTask":0.029645480700251282,"answerCostPerTask":0.006515617741978127,"timePerTask":383.2055863261124,"intelligence":39.3745992994168,"agentic":20.6909243986254,"mmmu":0.804624277456647,"priceInput1m":0.4,"priceOutput1m":1.6,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":39.3745992994168,"costForScoring":0.17028705303604513,"costPenalty":12.311816297080574,"pointsPerK":231224.85589719066,"costPerQuality":0.004324794564666652,"deltaTop":-23.6786459077123,"costVsTop":0.07287005243790805,"calculated":39.3745992994168,"frontier":false},{"modelKey":"deepseek-v4-flash-0420-high","sourceId":"89a2c945-1fab-4ee4-9f45-83a9f46cb221","slug":"deepseek-v4-flash-0420-high","name":"DeepSeek V4 Flash (Reasoning, High Effort)","shortName":"DeepSeek V4 Flash (high)","creatorName":"DeepSeek","creatorSlug":"deepseek","releaseDate":"2026-04-24","cutoffDate":null,"totalCost":59.8621580261712,"inputCost":32.05733258617119,"outputCost":27.804825440000005,"reasoningCost":25.505896360000005,"answerCost":2.29892908,"costPerTask":0.05289078788975289,"inputCostPerTask":0.046037394441070835,"outputCostPerTask":0.006853393448682081,"reasoningCostPerTask":0.004211122346039639,"answerCostPerTask":0.0026422711026424417,"timePerTask":null,"intelligence":39.0138386546326,"agentic":30.2978556701031,"mmmu":null,"priceInput1m":0.13,"priceOutput1m":0.28,"activeParams":13,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":39.0138386546326,"costForScoring":0.05289078788975289,"costPenalty":7.233800365524198,"pointsPerK":737630.1282551168,"costPerQuality":0.0013556929980145008,"deltaTop":-24.0394065524965,"costVsTop":0.02263327961987072,"calculated":39.0138386546326,"frontier":false},{"modelKey":"gpt-5-6-luna-medium","sourceId":"58b812bf-8498-46db-b834-f43ccc614b61","slug":"gpt-5-6-luna-medium","name":"GPT-5.6 Luna (medium)","shortName":"GPT-5.6 Luna (medium)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":21.485165846544668,"inputCost":6.512073446544665,"outputCost":14.9730924,"reasoningCost":11.6154264,"answerCost":3.357666,"costPerTask":0.01157638503815427,"inputCostPerTask":0.006848246762629634,"outputCostPerTask":0.004728138275524634,"reasoningCostPerTask":0.0016997641167160414,"answerCostPerTask":0.003028374158808593,"timePerTask":31.00762979988423,"intelligence":38.9050733396755,"agentic":31.8123195876289,"mmmu":0.758381502890173,"priceInput1m":0.2,"priceOutput1m":1.2,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":38.9050733396755,"costForScoring":0.01157638503815427,"costPenalty":0.6357296327034248,"pointsPerK":3360727.309211762,"costPerQuality":0.0002975546386221213,"deltaTop":-24.1481718674536,"costVsTop":0.00495382220627868,"calculated":38.9050733396755,"frontier":true},{"modelKey":"minimax-m2-7","sourceId":"4bbceacb-cf47-464b-b60f-e1d1fe016d67","slug":"minimax-m2-7","name":"MiniMax-M2.7","shortName":"MiniMax-M2.7","creatorName":"MiniMax","creatorSlug":"minimax","releaseDate":"2026-03-18","cutoffDate":null,"totalCost":142.69899938497042,"inputCost":41.265287784970425,"outputCost":101.43371160000001,"reasoningCost":85.26270480000001,"answerCost":16.1710068,"costPerTask":0.07772914284734003,"inputCostPerTask":0.054861484519259034,"outputCostPerTask":0.02286765832808099,"reasoningCostPerTask":0.01265422215154028,"answerCostPerTask":0.010213436176540714,"timePerTask":271.7635947688456,"intelligence":38.8713536464198,"agentic":25.9196357388316,"mmmu":null,"priceInput1m":0.3,"priceOutput1m":1.2,"activeParams":10,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":38.8713536464198,"costForScoring":0.07772914284734003,"costPenalty":8.90583878580016,"pointsPerK":500087.2545676092,"costPerQuality":0.0019996510426258125,"deltaTop":-24.181891560709303,"costVsTop":0.03326222759894947,"calculated":38.8713536464198,"frontier":false},{"modelKey":"nvidia-nemotron-3-ultra-550b-a55b","sourceId":"5b52def2-ac9b-4465-ad80-91ea8079e253","slug":"nvidia-nemotron-3-ultra-550b-a55b","name":"Nemotron 3 Ultra 550B A55B (Reasoning)","shortName":"Nemotron 3 Ultra","creatorName":"NVIDIA","creatorSlug":"nvidia","releaseDate":"2026-06-04","cutoffDate":null,"totalCost":534.1795921500001,"inputCost":237.65991540000002,"outputCost":296.51967675000003,"reasoningCost":261.9805595,"answerCost":34.53911725,"costPerTask":0.38266237297499145,"inputCostPerTask":0.3175759678028909,"outputCostPerTask":0.06508640517210057,"reasoningCostPerTask":0.04132609995637795,"answerCostPerTask":0.023760305215722605,"timePerTask":118.79862517339573,"intelligence":38.3185469149774,"agentic":27.4979347079038,"mmmu":null,"priceInput1m":0.6,"priceOutput1m":2.75,"activeParams":55,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":38.3185469149774,"costForScoring":0.38266237297499145,"costPenalty":15.828157603360298,"pointsPerK":100136.69914047618,"costPerQuality":0.009986348747097765,"deltaTop":-24.734698292151705,"costVsTop":0.16375071790572085,"calculated":38.3185469149774,"frontier":false},{"modelKey":"mimo-v2-5-0424","sourceId":"22d09131-343b-4adf-8760-533e20a2155f","slug":"mimo-v2-5-0424","name":"MiMo-V2.5","shortName":"MiMo-V2.5","creatorName":"Xiaomi","creatorSlug":"xiaomi","releaseDate":"2026-04-22","cutoffDate":null,"totalCost":25.179734856893518,"inputCost":5.182843536893515,"outputCost":19.996891320000003,"reasoningCost":18.544779960000003,"answerCost":1.45211136,"costPerTask":0.010359306953646182,"inputCostPerTask":0.0054375792706737505,"outputCostPerTask":0.00492172768297243,"reasoningCostPerTask":0.00348236289548238,"answerCostPerTask":0.0014393647874900504,"timePerTask":243.04470737981484,"intelligence":38.0433645155222,"agentic":24.395264604811,"mmmu":0.754335260115607,"priceInput1m":0.14,"priceOutput1m":0.28,"activeParams":15,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":38.0433645155222,"costForScoring":0.010359306953646182,"costPenalty":0.15330701714710604,"pointsPerK":3672385.1012187656,"costPerQuality":0.0002723025969330196,"deltaTop":-25.009880691606902,"costVsTop":0.004433004315206479,"calculated":38.0433645155222,"frontier":true},{"modelKey":"grok-4-3","sourceId":"948892b5-db03-4118-a4a8-ccd51ed871ea","slug":"grok-4-3","name":"Grok 4.3 (high)","shortName":"Grok 4.3 (high)","creatorName":"SpaceXAI","creatorSlug":"xai","releaseDate":"2026-04-30","cutoffDate":null,"totalCost":287.635924457608,"inputCost":79.643424457608,"outputCost":207.9925,"reasoningCost":195.30535,"answerCost":12.68715,"costPerTask":0.14540460679814457,"inputCostPerTask":0.10875864274098025,"outputCostPerTask":0.036645964057164325,"reasoningCostPerTask":0.025499998906960298,"answerCostPerTask":0.011145965150204027,"timePerTask":104.84693609253144,"intelligence":37.9469171465042,"agentic":24.1647113402062,"mmmu":0.78092485549133,"priceInput1m":1.25,"priceOutput1m":2.5,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":37.9469171465042,"costForScoring":0.14540460679814457,"costPenalty":11.625781663257651,"pointsPerK":260974.65535726352,"costPerQuality":0.0038317897139514994,"deltaTop":-25.106328060624904,"costVsTop":0.06222223670669423,"calculated":37.9469171465042,"frontier":false},{"modelKey":"ling-3-0-flash","sourceId":"e33dc369-ae81-40e0-8c4e-28b002d02197","slug":"ling-3-0-flash","name":"Ling 3.0 Flash","shortName":"Ling 3.0 Flash","creatorName":"InclusionAI","creatorSlug":"inclusionai","releaseDate":"2026-08-04","cutoffDate":null,"totalCost":72.81185422164776,"inputCost":19.868964001647768,"outputCost":52.94289022,"reasoningCost":48.5424005,"answerCost":4.40048972,"costPerTask":0.03766412774562829,"inputCostPerTask":0.029772923122833788,"outputCostPerTask":0.007891204622794506,"reasoningCostPerTask":0.005824696485548237,"answerCostPerTask":0.0020665081372462676,"timePerTask":81.29218465163267,"intelligence":37.820825176113,"agentic":29.3111649484536,"mmmu":null,"priceInput1m":0.075,"priceOutput1m":0.22,"activeParams":5.1,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":37.820825176113,"costForScoring":0.03766412774562829,"costPenalty":5.759279141648107,"pointsPerK":1004160.3892048952,"costPerQuality":0.0009958568479202913,"deltaTop":-25.232420031016105,"costVsTop":0.016117414183396822,"calculated":37.820825176113,"frontier":false},{"modelKey":"qwen3-6-27b","sourceId":"8c29d66d-bf98-4ea3-8572-5409353ecc66","slug":"qwen3-6-27b","name":"Qwen3.6 27B (Reasoning)","shortName":"Qwen3.6 27B","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-04-22","cutoffDate":null,"totalCost":667.1783664000001,"inputCost":152.1164916,"outputCost":515.0618748,"reasoningCost":486.83065680000004,"answerCost":28.231218000000002,"costPerTask":0.2918118565938443,"inputCostPerTask":0.18616344081843864,"outputCostPerTask":0.10564841577540564,"reasoningCostPerTask":0.07795676188480549,"answerCostPerTask":0.027691653890600118,"timePerTask":458.7227775964384,"intelligence":37.7024638948414,"agentic":27.506676975945,"mmmu":0.746242774566474,"priceInput1m":0.6,"priceOutput1m":3.6,"activeParams":null,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":37.7024638948414,"costForScoring":0.2918118565938443,"costPenalty":14.651029337146289,"pointsPerK":129201.27487251909,"costPerQuality":0.0077398617079180105,"deltaTop":-25.3507813122877,"costVsTop":0.12487352921361351,"calculated":37.7024638948414,"frontier":false},{"modelKey":"gpt-5-1","sourceId":"4dc12a38-b18f-4c43-8e1b-678f8434b5b1","slug":"gpt-5-1","name":"GPT-5.1 (high)","shortName":"GPT-5.1 (high)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2025-11-13","cutoffDate":"2024-09-30","totalCost":782.1958604533306,"inputCost":61.56908045333061,"outputCost":720.62678,"reasoningCost":664.9999300000001,"answerCost":55.626850000000005,"costPerTask":0.3040344476114555,"inputCostPerTask":0.06811350683962716,"outputCostPerTask":0.23592094077182835,"reasoningCostPerTask":0.1930348939060626,"answerCostPerTask":0.042886046865765755,"timePerTask":225.7997043336862,"intelligence":37.4660536037291,"agentic":21.6300962199313,"mmmu":0.754913294797688,"priceInput1m":1.25,"priceOutput1m":10,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":37.4660536037291,"costForScoring":0.3040344476114555,"costPenalty":14.82922792687761,"pointsPerK":123229.63367496205,"costPerQuality":0.008114931207518319,"deltaTop":-25.5871916034,"costVsTop":0.1301038789818481,"calculated":37.4660536037291,"frontier":false},{"modelKey":"gemini-3-5-flash-lite","sourceId":"093b9df2-ebee-4309-943f-5a7e88360adf","slug":"gemini-3-5-flash-lite","name":"Gemini 3.5 Flash-Lite","shortName":"Gemini 3.5 Flash-Lite","creatorName":"Google","creatorSlug":"google","releaseDate":"2026-07-21","cutoffDate":null,"totalCost":153.38955230714663,"inputCost":44.888697307146614,"outputCost":108.500855,"reasoningCost":94.184985,"answerCost":14.31587,"costPerTask":0.09652503867210623,"inputCostPerTask":0.06205097523120993,"outputCostPerTask":0.03447406344089629,"reasoningCostPerTask":0.021274730110394668,"answerCostPerTask":0.01319933333050162,"timePerTask":33.23781138000918,"intelligence":37.4387063722681,"agentic":27.1629243986254,"mmmu":0.790173410404624,"priceInput1m":0.3,"priceOutput1m":2.5,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":37.4387063722681,"costForScoring":0.09652503867210623,"costPenalty":9.84639984293279,"pointsPerK":387865.2304864305,"costPerQuality":0.0025782151154561533,"deltaTop":-25.614538834861,"costVsTop":0.04130545748606397,"calculated":37.4387063722681,"frontier":false},{"modelKey":"claude-4-5-sonnet-thinking","sourceId":"90e078f2-051b-4c63-8919-76618971cb3f","slug":"claude-4-5-sonnet-thinking","name":"Claude 4.5 Sonnet (Reasoning)","shortName":"Claude 4.5 Sonnet","creatorName":"Anthropic","creatorSlug":"anthropic","releaseDate":"2025-09-29","cutoffDate":"2025-07-01","totalCost":1036.9457154797801,"inputCost":186.5026404797801,"outputCost":850.4430749999999,"reasoningCost":745.04874,"answerCost":105.394335,"costPerTask":0.4643396345842265,"inputCostPerTask":0.21676909329423322,"outputCostPerTask":0.24757054128999326,"reasoningCostPerTask":0.15577453120350027,"answerCostPerTask":0.09179601008649299,"timePerTask":292.7816579217396,"intelligence":37.3917832127992,"agentic":26.4380274914089,"mmmu":0.68728323699422,"priceInput1m":3,"priceOutput1m":15,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":37.3917832127992,"costForScoring":0.4643396345842265,"costPenalty":16.66835755271976,"pointsPerK":80526.79639609078,"costPerQuality":0.012418226537676417,"deltaTop":-25.661461994329905,"costVsTop":0.19870244342057752,"calculated":37.3917832127992,"frontier":false},{"modelKey":"kimi-k2-5","sourceId":"a550ffca-f89e-4381-ade6-a85dc6a1fb4c","slug":"kimi-k2-5","name":"Kimi K2.5 (Reasoning)","shortName":"Kimi K2.5","creatorName":"Kimi","creatorSlug":"kimi","releaseDate":"2026-01-27","cutoffDate":null,"totalCost":304.20768806619657,"inputCost":42.916004066196535,"outputCost":261.29168400000003,"reasoningCost":241.91373000000002,"answerCost":19.377954,"costPerTask":0.09638405919581741,"inputCostPerTask":0.05328932853304071,"outputCostPerTask":0.04309473066277672,"reasoningCostPerTask":0.026204124211352802,"answerCostPerTask":0.016890606451423915,"timePerTask":250.71702344402462,"intelligence":36.0227407548798,"agentic":21.6932680412371,"mmmu":0.753757225433526,"priceInput1m":0.6,"priceOutput1m":3,"activeParams":32,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":36.0227407548798,"costForScoring":0.09638405919581741,"costPenalty":9.840052125775795,"pointsPerK":373741.6856629235,"costPerQuality":0.002675644805920571,"deltaTop":-27.030504452249303,"costVsTop":0.04124512887242791,"calculated":36.0227407548798,"frontier":false},{"modelKey":"gpt-5-5-non-reasoning","sourceId":"6f1a7562-6e96-46ac-af4f-6ba5a7a3da96","slug":"gpt-5-5-non-reasoning","name":"GPT-5.5 (Non-reasoning)","shortName":"GPT-5.5 (Non-reasoning)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-04-23","cutoffDate":null,"totalCost":211.75470280721356,"inputCost":146.35704280721356,"outputCost":65.39766,"reasoningCost":0,"answerCost":65.39766,"costPerTask":0.20831543994088222,"inputCostPerTask":0.1561994497803811,"outputCostPerTask":0.05211599016050116,"reasoningCostPerTask":0,"answerCostPerTask":0.05211599016050116,"timePerTask":22.756374302418216,"intelligence":35.7537595975886,"agentic":26.1454536082474,"mmmu":0.713872832369942,"priceInput1m":5,"priceOutput1m":30,"activeParams":null,"isOpenWeights":false,"isReasoning":false,"rawResultJson":"{}","quality":35.7537595975886,"costForScoring":0.20831543994088222,"costPenalty":13.187214602147705,"pointsPerK":171632.78731396553,"costPerQuality":0.005826392588793152,"deltaTop":-27.299485609540504,"costVsTop":0.0891433421477133,"calculated":35.7537595975886,"frontier":false},{"modelKey":"gpt-5","sourceId":"48e50f00-1fd1-4acc-b337-61078aa341e6","slug":"gpt-5","name":"GPT-5 (high)","shortName":"GPT-5 (high)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2025-08-07","cutoffDate":"2024-09-30","totalCost":778.3278218572353,"inputCost":69.0636618572353,"outputCost":709.2641600000001,"reasoningCost":665.3596500000001,"answerCost":43.904509999999995,"costPerTask":0.2436597607382636,"inputCostPerTask":0.07063887939804207,"outputCostPerTask":0.17302088134022153,"reasoningCostPerTask":0.13242599175257327,"answerCostPerTask":0.04059488958764826,"timePerTask":167.40913915074256,"intelligence":35.3126896545077,"agentic":26.5339518900344,"mmmu":0.742196531791907,"priceInput1m":1.25,"priceOutput1m":10,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":35.3126896545077,"costForScoring":0.2436597607382636,"costPenalty":13.867838134183623,"pointsPerK":144926.22642127672,"costPerQuality":0.006900062360646612,"deltaTop":-27.7405555526214,"costVsTop":0.1042680534159402,"calculated":35.3126896545077,"frontier":false},{"modelKey":"muse-glimmer","sourceId":"583f98fb-c4b8-4df3-8d40-60ac0ed69882","slug":"muse-glimmer","name":"Muse Glimmer (high)","shortName":"Muse Glimmer (high)","creatorName":"Meta","creatorSlug":"meta","releaseDate":"2026-08-10","cutoffDate":"2026-01-04","totalCost":96.47615203985237,"inputCost":32.34028183985236,"outputCost":64.1358702,"reasoningCost":57.4421544,"answerCost":6.6937158,"costPerTask":0.060452972387452196,"inputCostPerTask":0.04426156144979939,"outputCostPerTask":0.016191410937652802,"reasoningCostPerTask":0.011511414750110183,"answerCostPerTask":0.004679996187542616,"timePerTask":112.86819060517331,"intelligence":35.0641823105374,"agentic":22.9350515463918,"mmmu":0.743352601156069,"priceInput1m":0.32499999999999996,"priceOutput1m":1.35,"activeParams":null,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":35.0641823105374,"costForScoring":0.060452972387452196,"costPenalty":7.814176593693696,"pointsPerK":580024.1233103606,"costPerQuality":0.0017240662238196562,"deltaTop":-27.989062896591705,"costVsTop":0.025869325878630275,"calculated":35.0641823105374,"frontier":false},{"modelKey":"qwen3-8-27b-non-reasoning","sourceId":"353c92f3-2148-4c2d-9231-aa7e1322a1fd","slug":"qwen3-8-27b-non-reasoning","name":"Qwen3.8 27B (Non-reasoning)","shortName":"Qwen3.8 27B","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-08-14","cutoffDate":null,"totalCost":421.7646608110001,"inputCost":344.4476588110001,"outputCost":77.317002,"reasoningCost":0.000003,"answerCost":77.316999,"costPerTask":0.42602468802389265,"inputCostPerTask":0.3732581518612183,"outputCostPerTask":0.05276653616267434,"reasoningCostPerTask":5.393258426966293e-9,"answerCostPerTask":0.05276653076941592,"timePerTask":283.8987969804159,"intelligence":34.7379165622855,"agentic":30.365,"mmmu":0.699421965317919,"priceInput1m":0.5,"priceOutput1m":3,"activeParams":null,"isOpenWeights":true,"isReasoning":false,"rawResultJson":"{}","quality":34.7379165622855,"costForScoring":0.42602468802389265,"costPenalty":16.294347670883404,"pointsPerK":81539.67959795162,"costPerQuality":0.012263967738537955,"deltaTop":-28.315328644843603,"costVsTop":0.18230652772864187,"calculated":34.7379165622855,"frontier":false},{"modelKey":"gpt-5-6-terra-non-reasoning","sourceId":"9b97a35e-6ac7-44d9-91c6-422fa678963e","slug":"gpt-5-6-terra-non-reasoning","name":"GPT-5.6 Terra (Non-reasoning)","shortName":"GPT-5.6 Terra (Non-reasoning)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":98.52488553732582,"inputCost":67.90723353732582,"outputCost":30.617652,"reasoningCost":0,"answerCost":30.617652,"costPerTask":0.10253908741173154,"inputCostPerTask":0.07428858857932792,"outputCostPerTask":0.028250498832403624,"reasoningCostPerTask":0,"answerCostPerTask":0.028250498832403624,"timePerTask":21.349910217167555,"intelligence":34.6188674546024,"agentic":30.0900343642612,"mmmu":0.667052023121387,"priceInput1m":2,"priceOutput1m":12,"activeParams":null,"isOpenWeights":false,"isReasoning":false,"rawResultJson":"{}","quality":34.6188674546024,"costForScoring":0.10253908741173154,"costPenalty":10.108894479413914,"pointsPerK":337616.3015338251,"costPerQuality":0.002961942286130435,"deltaTop":-28.4343777525267,"costVsTop":0.043879018066314696,"calculated":34.6188674546024,"frontier":false},{"modelKey":"glm-4-7","sourceId":"6fc35842-0165-44cf-8570-c484a92b3d8c","slug":"glm-4-7","name":"GLM-4.7 (Reasoning)","shortName":"GLM-4.7","creatorName":"Z AI","creatorSlug":"zai","releaseDate":"2025-12-22","cutoffDate":null,"totalCost":607.1899639999999,"inputCost":230.41084919999997,"outputCost":376.7791148,"reasoningCost":360.0761538,"answerCost":16.702961000000002,"costPerTask":0.35855330354652254,"inputCostPerTask":0.3047957227160642,"outputCostPerTask":0.05375758083045842,"reasoningCostPerTask":0.03646153241907669,"answerCostPerTask":0.017296048411381736,"timePerTask":278.907411066904,"intelligence":34.4586566670904,"agentic":26.2166494845361,"mmmu":null,"priceInput1m":0.6,"priceOutput1m":2.2,"activeParams":32,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":34.4586566670904,"costForScoring":0.35855330354652254,"costPenalty":15.545537282473475,"pointsPerK":96104.69719914145,"costPerQuality":0.01040531866957418,"deltaTop":-28.5945885400387,"costVsTop":0.15343384928794154,"calculated":34.4586566670904,"frontier":false},{"modelKey":"qwen3-5-397b-a17b","sourceId":"0e66bae9-41f1-42fc-9276-ce8cb6f72919","slug":"qwen3-5-397b-a17b","name":"Qwen3.5 397B A17B (Reasoning)","shortName":"Qwen3.5 397B A17B","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-02-16","cutoffDate":null,"totalCost":527.222019,"inputCost":210.3209958,"outputCost":316.9010232,"reasoningCost":292.1320728,"answerCost":24.7689504,"costPerTask":0.3574183787147242,"inputCostPerTask":0.2946288870298073,"outputCostPerTask":0.0627894916849169,"reasoningCostPerTask":0.039123469036570775,"answerCostPerTask":0.02366602264834615,"timePerTask":169.82808477013683,"intelligence":34.2621174573549,"agentic":19.84535395189,"mmmu":0.772832369942197,"priceInput1m":0.6,"priceOutput1m":3.6,"activeParams":17,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":34.2621174573549,"costForScoring":0.3574183787147242,"costPenalty":15.531768804840386,"pointsPerK":95859.97670450358,"costPerQuality":0.010431882359856856,"deltaTop":-28.791127749774205,"costVsTop":0.1529481868107788,"calculated":34.2621174573549,"frontier":false},{"modelKey":"longcat-2-0","sourceId":"5c3bdc0d-abab-4526-8079-34de4089bb4a","slug":"longcat-2-0","name":"LongCat 2.0","shortName":"LongCat 2.0","creatorName":"LongCat","creatorSlug":"longcat","releaseDate":"2026-06-29","cutoffDate":null,"totalCost":441.7707542539348,"inputCost":54.9016182539348,"outputCost":386.869136,"reasoningCost":359.98299825000004,"answerCost":26.88613775,"costPerTask":0.12129322742338783,"inputCostPerTask":0.05748077532635633,"outputCostPerTask":0.06381245209703153,"reasoningCostPerTask":0.0377024420855513,"answerCostPerTask":0.026110010011480236,"timePerTask":478.14679452658226,"intelligence":33.9692584853255,"agentic":21.9579587628866,"mmmu":null,"priceInput1m":0.75,"priceOutput1m":2.95,"activeParams":48,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":33.9692584853255,"costForScoring":0.12129322742338783,"costPenalty":10.838365521051138,"pointsPerK":280058.98768570094,"costPerQuality":0.0035706763359519824,"deltaTop":-29.083986721803605,"costVsTop":0.051904379605620846,"calculated":33.9692584853255,"frontier":false},{"modelKey":"gpt-5-6-luna-low","sourceId":"050c61cd-cddc-463a-a30a-a82aaa37be59","slug":"gpt-5-6-luna-low","name":"GPT-5.6 Luna (low)","shortName":"GPT-5.6 Luna (low)","creatorName":"OpenAI","creatorSlug":"openai","releaseDate":"2026-07-09","cutoffDate":null,"totalCost":13.939186264584542,"inputCost":5.573748664584543,"outputCost":8.3654376,"reasoningCost":5.797849199999999,"answerCost":2.5675884,"costPerTask":0.008976650138488227,"inputCostPerTask":0.0060029379536153974,"outputCostPerTask":0.00297371218487283,"reasoningCostPerTask":0.0007484130713165366,"answerCostPerTask":0.002225299113556293,"timePerTask":20.85546652675737,"intelligence":33.8545605251116,"agentic":25.6761683848797,"mmmu":0.739884393063584,"priceInput1m":0.2,"priceOutput1m":1.2,"activeParams":null,"isOpenWeights":false,"isReasoning":true,"rawResultJson":"{}","quality":33.8545605251116,"costForScoring":0.008976650138488227,"costPenalty":0,"pointsPerK":3771402.4722827286,"costPerQuality":0.0002651533500731697,"deltaTop":-29.1986846820175,"costVsTop":0.0038413311795931445,"calculated":33.8545605251116,"frontier":true},{"modelKey":"qwen3-5-122b-a10b","sourceId":"2236df45-0699-40d1-b5cc-69ee345d2257","slug":"qwen3-5-122b-a10b","name":"Qwen3.5 122B A10B (Reasoning)","shortName":"Qwen3.5 122B A10B","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-02-24","cutoffDate":null,"totalCost":443.96966879999997,"inputCost":137.90989919999998,"outputCost":306.0597696,"reasoningCost":273.3814944,"answerCost":32.6782752,"costPerTask":0.2527348611871819,"inputCostPerTask":0.19729521985500192,"outputCostPerTask":0.05543964133218002,"reasoningCostPerTask":0.032958267665143225,"answerCostPerTask":0.022481373667036803,"timePerTask":116.04794823583872,"intelligence":32.8466437377894,"agentic":21.2672439862543,"mmmu":0.74971098265896,"priceInput1m":0.4,"priceOutput1m":3.2,"activeParams":10,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":32.8466437377894,"costForScoring":0.2527348611871819,"costPenalty":14.026651508118901,"pointsPerK":129964.83185381509,"costPerQuality":0.007694389210804377,"deltaTop":-30.206601469339702,"costVsTop":0.10815151392454375,"calculated":32.8466437377894,"frontier":false},{"modelKey":"qwen3-6-35b-a3b","sourceId":"8665ca00-c687-44c7-875c-22618cb31c4f","slug":"qwen3-6-35b-a3b","name":"Qwen3.6 35B A3B (Reasoning)","shortName":"Qwen3.6 35B A3B","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-04-16","cutoffDate":null,"totalCost":505.327725375,"inputCost":171.91382662499998,"outputCost":333.41389875000004,"reasoningCost":83.8412145,"answerCost":249.57268425,"costPerTask":0.29436736304843775,"inputCostPerTask":0.22553756878191067,"outputCostPerTask":0.06882979426652709,"reasoningCostPerTask":0.034987396976313145,"answerCostPerTask":0.033842397290213946,"timePerTask":227.16154959930716,"intelligence":32.1290714769579,"agentic":21.6194501718213,"mmmu":0.75028901734104,"priceInput1m":0.375,"priceOutput1m":2.25,"activeParams":3,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":32.1290714769579,"costForScoring":0.29436736304843775,"costPenalty":14.688896574532004,"pointsPerK":109146.17416901309,"costPerQuality":0.009162025216307608,"deltaTop":-30.924173730171205,"costVsTop":0.1259670937919624,"calculated":32.1290714769579,"frontier":false},{"modelKey":"ring-2-6-1t","sourceId":"eb4ba465-3fcd-4065-9fe2-e8225e7b2c6c","slug":"ring-2-6-1t","name":"Ring-2.6-1T","shortName":"Ring-2.6-1T","creatorName":"InclusionAI","creatorSlug":"inclusionai","releaseDate":"2026-05-08","cutoffDate":null,"totalCost":455.40414069999997,"inputCost":194.14555319999997,"outputCost":261.2585875,"reasoningCost":237.73583,"answerCost":23.5227575,"costPerTask":0.3600567233564948,"inputCostPerTask":0.2900331744539768,"outputCostPerTask":0.07002354890251818,"reasoningCostPerTask":0.044413153043465915,"answerCostPerTask":0.025610395859052247,"timePerTask":179.73057914140176,"intelligence":31.6633644037604,"agentic":20.097381443299,"mmmu":null,"priceInput1m":0.3,"priceOutput1m":2.5,"activeParams":63,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":31.6633644037604,"costForScoring":0.3600567233564948,"costPenalty":15.563709249343635,"pointsPerK":87939.93376540915,"costPerQuality":0.011371398148509253,"deltaTop":-31.3898808033687,"costVsTop":0.1540771999034794,"calculated":31.6633644037604,"frontier":false},{"modelKey":"qwen3-6-27b-non-reasoning","sourceId":"3b156101-b0d7-4438-b350-2d1f1168f40a","slug":"qwen3-6-27b-non-reasoning","name":"Qwen3.6 27B (Non-reasoning)","shortName":"Qwen3.6 27B","creatorName":"Alibaba","creatorSlug":"alibaba","releaseDate":"2026-04-22","cutoffDate":null,"totalCost":359.13783240000004,"inputCost":269.5225032,"outputCost":89.6153292,"reasoningCost":0,"answerCost":89.6153292,"costPerTask":0.39821128146513035,"inputCostPerTask":0.3535444466090266,"outputCostPerTask":0.04466683485610378,"reasoningCostPerTask":0,"answerCostPerTask":0.04466683485610378,"timePerTask":195.75022154518328,"intelligence":31.3256219686586,"agentic":23.6317835051546,"mmmu":0.717341040462428,"priceInput1m":0.6,"priceOutput1m":3.6,"activeParams":null,"isOpenWeights":true,"isReasoning":false,"rawResultJson":"{}","quality":31.3256219686586,"costForScoring":0.39821128146513035,"costPenalty":16.001135595805202,"pointsPerK":78665.83250329549,"costPerQuality":0.012711999201916636,"deltaTop":-31.727623238470503,"costVsTop":0.17040448139993564,"calculated":31.3256219686586,"frontier":false},{"modelKey":"step-3-7-flash","sourceId":"6c7b322e-2f35-48ff-9171-fb621a726fc0","slug":"step-3-7-flash","name":"Step 3.7 Flash","shortName":"Step 3.7 Flash","creatorName":"StepFun","creatorSlug":"stepfun","releaseDate":"2026-05-29","cutoffDate":null,"totalCost":319.96690498361414,"inputCost":25.775409183614133,"outputCost":294.1914958,"reasoningCost":282.3183737,"answerCost":11.873122099999998,"costPerTask":0.09127417307652269,"inputCostPerTask":0.03397934485020221,"outputCostPerTask":0.05729482822632049,"reasoningCostPerTask":0.046267220782420036,"answerCostPerTask":0.011027607443900455,"timePerTask":471.8427617368622,"intelligence":30.8992089144321,"agentic":21.735587628866,"mmmu":0.753179190751445,"priceInput1m":0.2,"priceOutput1m":1.15,"activeParams":11,"isOpenWeights":true,"isReasoning":true,"rawResultJson":"{}","quality":30.8992089144321,"costForScoring":0.09127417307652269,"costPenalty":9.603479070292703,"pointsPerK":338531.7869549663,"costPerQuality":0.0029539323588925683,"deltaTop":-32.154036292697,"costVsTop":0.03905848189706492,"calculated":30.8992089144321,"frontier":false}]}