Run #2036
success · fetched 2026-09-04 19:00:14 · 1.32 MB raw HTML · 168 models
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Top quality: Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) (65.7 pts)
Cost/task vs quality?
168 models · 19 on the Pareto frontier · intelligence quality vs Cost per Task
| #? | Pareto? | Model? | Released? | Cost/task? | Time/task? | $/Q? | Qual? | ΔTop? | Intel? | Agent? | Pen? | Score? |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | ✓ | Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic |
2026-09-01 | $3.69 | 7.29m | 0.0562 | 65.7 | 0.0 | 65.7 | - | 25.7 | 65.7 |
| 2 | ✓ | Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic |
2026-09-01 | $2.65 | 4.70m | 0.0409 | 64.8 | -0.9 | 64.8 | - | 24.2 | 64.8 |
| 3 | ✓ | Claude Opus 5 (Adaptive Reasoning, Max Effort) Anthropic |
2026-07-24 | $2.34 | 6.91m | 0.0371 | 63.1 | -2.6 | 63.1 | - | 23.7 | 63.1 |
| 4 | ✓ | Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) Anthropic |
2026-07-24 | $1.80 | 5.66m | 0.0288 | 62.5 | -3.1 | 62.5 | - | 22.6 | 62.5 |
| 5 | ✓ | Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic |
2026-09-01 | $1.43 | 2.82m | 0.0229 | 62.5 | -3.2 | 62.5 | - | 21.6 | 62.5 |
| 6 | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) Anthropic |
2026-06-09 | $3.14 | 5.14m | 0.0506 | 62.1 | -3.6 | 62.1 | - | 25.0 | 62.1 | |
| 7 | ✓ | Claude Opus 5 (Adaptive Reasoning, High Effort) Anthropic |
2026-07-24 | $1.23 | 3.98m | 0.0200 | 61.5 | -4.2 | 61.5 | - | 20.9 | 61.5 |
| 8 | GPT-6 Astra (max) OpenAI |
2026-09-03 | $1.67 | - | 0.0273 | 61.2 | -4.4 | 61.2 | - | 22.2 | 61.2 | |
| 9 | ✓ | GPT-6 Astra (xhigh) OpenAI |
2026-09-03 | $1.20 | - | 0.0197 | 61.0 | -4.7 | 61.0 | - | 20.8 | 61.0 |
| 10 | ✓ | GPT-5.6 Sol (max) OpenAI |
2026-07-09 | $0.953 | 3.20m | 0.0156 | 60.9 | -4.7 | 60.9 | - | 19.8 | 60.9 |
| 11 | ✓ | Grok 4.6 (high) SpaceXAI |
2026-08-12 | $0.937 | 5.35m | 0.0154 | 60.9 | -4.7 | 60.9 | - | 19.7 | 60.9 |
| 12 | ✓ | Muse Spark 1.3 (xhigh) Meta |
2026-09-02 | $0.547 | 3.43m | 0.0090 | 60.8 | -4.9 | 60.8 | - | 17.4 | 60.8 |
| 13 | Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic |
2026-09-01 | $1.00 | 1.84m | 0.0165 | 60.5 | -5.2 | 60.5 | - | 20.0 | 60.5 | |
| 14 | GPT-6 Astra (high) OpenAI |
2026-09-03 | $0.962 | - | 0.0159 | 60.3 | -5.3 | 60.3 | - | 19.8 | 60.3 | |
| 15 | Grok 4.6 (xhigh) SpaceXAI |
2026-08-12 | $1.23 | 6.09m | 0.0205 | 60.0 | -5.6 | 60.0 | - | 20.9 | 60.0 | |
| 16 | Kimi K3 (max) Kimi |
2026-07-16 | $0.837 | 10.5m | 0.0140 | 59.7 | -6.0 | 59.7 | - | 19.2 | 59.7 | |
| 17 | GLM-5.3 (max) Z AI |
2026-08-18 | $0.683 | 6.10m | 0.0115 | 59.5 | -6.1 | 59.5 | - | 18.3 | 59.5 | |
| 18 | GPT-6 Astra (medium) OpenAI |
2026-09-03 | $0.747 | - | 0.0126 | 59.2 | -6.5 | 59.2 | - | 18.7 | 59.2 | |
| 19 | GPT-5.6 Sol (xhigh) OpenAI |
2026-07-09 | $0.628 | 2.29m | 0.0106 | 59.0 | -6.6 | 59.0 | - | 18.0 | 59.0 | |
| 20 | Grok 4.6 (medium) SpaceXAI |
2026-08-12 | $0.783 | 4.44m | 0.0133 | 59.0 | -6.6 | 59.0 | - | 18.9 | 59.0 | |
| 21 | Gemini 3.8 Flash (high) |
2026-09-02 | $0.577 | 1.80m | 0.0098 | 58.7 | -7.0 | 58.7 | - | 17.6 | 58.7 | |
| 22 | Claude Opus 5 (Adaptive Reasoning, Medium Effort) Anthropic |
2026-07-24 | $0.724 | 2.38m | 0.0124 | 58.6 | -7.0 | 58.6 | - | 18.6 | 58.6 | |
| 23 | Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic |
2026-09-01 | $0.774 | 1.30m | 0.0133 | 58.1 | -7.5 | 58.1 | - | 18.9 | 58.1 | |
| 24 | Qwen3.8 Max Alibaba |
2026-08-03 | $0.913 | 11.4m | 0.0157 | 58.1 | -7.6 | 58.1 | - | 19.6 | 58.1 | |
| 25 | Qwen3.8 2.4T A95B Alibaba |
2026-08-12 | $0.807 | 10.8m | 0.0140 | 57.7 | -7.9 | 57.7 | - | 19.1 | 57.7 | |
| 26 | ✓ | GLM-5.3-Flash Z AI |
2026-08-26 | $0.0869 | 13.3m | 0.0015 | 57.5 | -8.2 | 57.5 | - | 9.4 | 57.5 |
| 27 | GPT-5.6 Sol (high) OpenAI |
2026-07-09 | $0.427 | 1.77m | 0.0074 | 57.3 | -8.3 | 57.3 | - | 16.3 | 57.3 | |
| 28 | Claude Opus 4.8 (Adaptive Reasoning, Max Effort) Anthropic |
2026-05-28 | $2.03 | 7.54m | 0.0354 | 57.3 | -8.3 | 57.3 | - | 23.1 | 57.3 | |
| 29 | Muse Spark 1.2 (xhigh) Meta |
2026-08-05 | $0.399 | 1.99m | 0.0070 | 56.8 | -8.9 | 56.8 | - | 16.0 | 56.8 | |
| 30 | GPT-6 Astra (low) OpenAI |
2026-09-03 | $0.459 | - | 0.0081 | 56.7 | -8.9 | 56.7 | - | 16.6 | 56.7 | |
| 31 | Gemini 3.8 Flash (medium) |
2026-09-02 | $0.410 | 1.71m | 0.0072 | 56.6 | -9.0 | 56.6 | - | 16.1 | 56.6 | |
| 32 | GPT-5.6 Terra (max) OpenAI |
2026-07-09 | $0.526 | 3.27m | 0.0093 | 56.6 | -9.1 | 56.6 | - | 17.2 | 56.6 | |
| 33 | GPT-5.5 (xhigh) OpenAI |
2026-04-23 | $1.19 | 3.33m | 0.0212 | 56.3 | -9.3 | 56.3 | - | 20.8 | 56.3 | |
| 34 | Gemini 3.7 Flash (high) |
2026-08-13 | $0.402 | 1.76m | 0.0072 | 56.0 | -9.6 | 56.0 | - | 16.0 | 56.0 | |
| 35 | Qwen3.8-Flash-Next Alibaba |
2026-08-26 | $0.0970 | 10.1m | 0.0017 | 55.8 | -9.8 | 55.8 | - | 9.9 | 55.8 | |
| 36 | Grok 4.5 (high) SpaceXAI |
2026-07-08 | $0.426 | 4.43m | 0.0076 | 55.8 | -9.9 | 55.8 | - | 16.3 | 55.8 | |
| 37 | GPT-5.6 Sol (medium) OpenAI |
2026-07-09 | $0.290 | 1.10m | 0.0052 | 55.6 | -10.1 | 55.6 | - | 14.6 | 55.6 | |
| 38 | GPT-6 Astra (Non-reasoning) OpenAI |
2026-09-03 | $0.932 | - | 0.0168 | 55.3 | -10.3 | 55.3 | - | 19.7 | 55.3 | |
| 39 | Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Anthropic |
2026-06-30 | $1.72 | 8.34m | 0.0311 | 55.3 | -10.4 | 55.3 | - | 22.3 | 55.3 | |
| 40 | Claude Opus 4.7 (Adaptive Reasoning, Max Effort) Anthropic |
2026-04-16 | $2.23 | 6.39m | 0.0405 | 55.0 | -10.7 | 55.0 | - | 23.5 | 55.0 | |
| 41 | GPT-5.5 (high) OpenAI |
2026-04-23 | $0.815 | 2.24m | 0.0149 | 54.7 | -11.0 | 54.7 | - | 19.1 | 54.7 | |
| 42 | Gemini 3.7 Flash (medium) |
2026-08-13 | $0.263 | 1.21m | 0.0049 | 53.4 | -12.2 | 53.4 | - | 14.2 | 53.4 | |
| 43 | Muse Spark 1.1 (xhigh) Meta |
2026-07-09 | $0.292 | - | 0.0055 | 53.2 | -12.5 | 53.2 | - | 14.7 | 53.2 | |
| 44 | DeepSeek V4 Pro 0813 (Reasoning, Max Effort) DeepSeek |
2026-08-13 | $0.265 | 6.50m | 0.0050 | 53.2 | -12.5 | 53.2 | - | 14.2 | 53.2 | |
| 45 | GPT-5.4 (xhigh) OpenAI |
2026-03-05 | $1.12 | 4.15m | 0.0211 | 53.1 | -12.5 | 53.1 | - | 20.5 | 53.1 | |
| 46 | GPT-5.6 Terra (xhigh) OpenAI |
2026-07-09 | $0.318 | 2.26m | 0.0060 | 52.8 | -12.9 | 52.8 | - | 15.0 | 52.8 | |
| 47 | GLM-5.2 (max) Z AI |
2026-06-16 | $0.445 | 9.49m | 0.0084 | 52.6 | -13.0 | 52.6 | - | 16.5 | 52.6 | |
| 48 | Claude Opus 5 (Adaptive Reasoning, Low Effort) Anthropic |
2026-07-24 | $0.425 | 1.27m | 0.0081 | 52.5 | -13.2 | 52.5 | - | 16.3 | 52.5 | |
| 49 | ✓ | GPT-5.6 Luna (max) OpenAI |
2026-07-09 | $0.0487 | 2.63m | 0.0009 | 52.3 | -13.3 | 52.3 | - | 6.9 | 52.3 |
| 50 | Qwen3.8 27B (xhigh) Alibaba |
2026-08-14 | $0.369 | 13.4m | 0.0071 | 52.0 | -13.6 | 52.0 | - | 15.7 | 52.0 | |
| 51 | Gemini 3.5 Flash (high) |
2026-05-19 | $0.693 | 2.39m | 0.0133 | 52.0 | -13.7 | 52.0 | - | 18.4 | 52.0 | |
| 52 | DeepSeek V4 Flash 0731 (Reasoning, Max Effort) DeepSeek |
2026-07-31 | $0.112 | 4.29m | 0.0022 | 51.8 | -13.9 | 51.8 | - | 10.5 | 51.8 | |
| 53 | Gemini 3.8 Flash (low) |
2026-09-02 | $0.239 | 43s | 0.0046 | 51.8 | -13.9 | 51.8 | - | 13.8 | 51.8 | |
| 54 | Grok 4.6 (low) SpaceXAI |
2026-08-12 | $0.255 | 1.73m | 0.0049 | 51.7 | -14.0 | 51.7 | - | 14.1 | 51.7 | |
| 55 | Gemini 3.6 Flash (high) |
2026-07-21 | $0.344 | 1.97m | 0.0067 | 51.6 | -14.1 | 51.6 | - | 15.4 | 51.6 | |
| 56 | DeepSeek V4 Flash Vision (Reasoning, Max Effort) DeepSeek |
2026-08-21 | $0.116 | 5.72m | 0.0023 | 51.5 | -14.2 | 51.5 | - | 10.7 | 51.5 | |
| 57 | GPT-5.5 (medium) OpenAI |
2026-04-23 | $0.508 | 1.27m | 0.0099 | 51.4 | -14.2 | 51.4 | - | 17.1 | 51.4 | |
| 58 | Gemini 3.7 Flash (low) |
2026-08-13 | $0.165 | 49s | 0.0032 | 50.9 | -14.7 | 50.9 | - | 12.2 | 50.9 | |
| 59 | GPT-5.6 Sol (low) OpenAI |
2026-07-09 | $0.180 | 42s | 0.0035 | 50.7 | -14.9 | 50.7 | - | 12.6 | 50.7 | |
| 60 | GPT-5.6 Terra (high) OpenAI |
2026-07-09 | $0.228 | 1.61m | 0.0045 | 50.1 | -15.5 | 50.1 | - | 13.6 | 50.1 | |
| 61 | ✓ | GPT-5.6 Luna (xhigh) OpenAI |
2026-07-09 | $0.0328 | 1.89m | 0.0007 | 50.1 | -15.6 | 50.1 | - | 5.2 | 50.1 |
| 62 | ✓ | Agnes 2.5 Pro Beta Sapiens AI |
2026-08-26 | $0.0273 | - | 0.0006 | 49.1 | -16.6 | 49.1 | - | 4.4 | 49.1 |
| 63 | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) Anthropic |
2026-02-17 | $1.22 | 12.8m | 0.0252 | 48.4 | -17.3 | 48.4 | - | 20.9 | 48.4 | |
| 64 | Kimi K3 (low) Kimi |
2026-07-16 | $0.242 | 1.70m | 0.0050 | 48.3 | -17.4 | 48.3 | - | 13.8 | 48.3 | |
| 65 | Gemini 3.1 Pro Preview |
2026-02-19 | $0.335 | 1.91m | 0.0070 | 47.7 | -17.9 | 47.7 | - | 15.2 | 47.7 | |
| 66 | ✓ | GPT-5.6 Luna (high) OpenAI |
2026-07-09 | $0.0223 | 1.23m | 0.0005 | 47.0 | -18.7 | 47.0 | - | 3.5 | 47.0 |
| 67 | GPT-5.6 Terra (medium) OpenAI |
2026-07-09 | $0.123 | 50s | 0.0026 | 46.8 | -18.9 | 46.8 | - | 10.9 | 46.8 | |
| 68 | Qwen3.7 Max Alibaba |
2026-05-19 | $0.679 | 1.62m | 0.0145 | 46.7 | -18.9 | 46.7 | - | 18.3 | 46.7 | |
| 69 | MiniMax-M3 MiniMax |
2026-06-01 | $0.139 | 4.46m | 0.0031 | 45.4 | -20.3 | 45.4 | - | 11.4 | 45.4 | |
| 70 | DeepSeek V4 Pro (Reasoning, Max Effort) DeepSeek |
2026-04-24 | $0.0498 | 6.73m | 0.0011 | 45.3 | -20.4 | 45.3 | - | 7.0 | 45.3 | |
| 71 | Kimi K2.6 Kimi |
2026-04-20 | $0.389 | 13.6m | 0.0086 | 45.1 | -20.5 | 45.1 | - | 15.9 | 45.1 | |
| 72 | GPT-5.5 (low) OpenAI |
2026-04-23 | $0.262 | 32s | 0.0059 | 44.5 | -21.2 | 44.5 | - | 14.2 | 44.5 | |
| 73 | Qwen3.8 27B (medium) Alibaba |
2026-08-14 | $0.284 | 9.61m | 0.0064 | 44.5 | -21.2 | 44.5 | - | 14.5 | 44.5 | |
| 74 | Apodex 1.1 Apodex |
2026-08-30 | $0.232 | - | 0.0053 | 44.0 | -21.7 | 44.0 | - | 13.7 | 44.0 | |
| 75 | DeepSeek V4 Pro (Reasoning, High Effort) DeepSeek |
2026-04-24 | $0.0432 | 5.29m | 0.0010 | 43.7 | -21.9 | 43.7 | - | 6.4 | 43.7 | |
| 76 | Kimi K2.7 Code Kimi |
2026-06-12 | $0.222 | 6.79m | 0.0052 | 43.0 | -22.6 | 43.0 | - | 13.5 | 43.0 | |
| 77 | Quasar 438B (max, based on GLM-5.2) Multiverse Computing |
2026-08-10 | $0.596 | 5.00m | 0.0139 | 43.0 | -22.7 | 43.0 | - | 17.8 | 43.0 | |
| 78 | MiMo-V2.5-Pro Xiaomi |
2026-04-22 | $0.0339 | 8.96m | 0.0008 | 42.9 | -22.8 | 42.9 | - | 5.3 | 42.9 | |
| 79 | Qwen3.8 27B (low) Alibaba |
2026-08-14 | $0.265 | 7.84m | 0.0062 | 42.9 | -22.8 | 42.9 | - | 14.2 | 42.9 | |
| 80 | Claude Sonnet 5 (Non-reasoning, High Effort) Anthropic |
2026-06-30 | $0.417 | 1.70m | 0.0098 | 42.6 | -23.1 | 42.6 | - | 16.2 | 42.6 | |
| 81 | Inkling (xhigh) Thinking Machines |
2026-07-15 | $0.339 | 5.54m | 0.0080 | 42.3 | -23.4 | 42.3 | - | 15.3 | 42.3 | |
| 82 | Hy3 Tencent |
2026-07-06 | $0.0357 | 5.23m | 0.0008 | 42.2 | -23.4 | 42.2 | - | 5.5 | 42.2 | |
| 83 | DeepSeek V4 Flash (Reasoning, Max Effort) DeepSeek |
2026-04-24 | $0.0545 | - | 0.0013 | 42.1 | -23.5 | 42.1 | - | 7.4 | 42.1 | |
| 84 | GPT-5.6 Sol (Non-reasoning) OpenAI |
2026-07-09 | $0.180 | 34s | 0.0043 | 41.9 | -23.8 | 41.9 | - | 12.6 | 41.9 | |
| 85 | Solar Pro 4 Upstage |
2026-08-06 | $0.303 | 8.27m | 0.0073 | 41.6 | -24.0 | 41.6 | - | 14.8 | 41.6 | |
| 86 | GPT-5.6 Terra (low) OpenAI |
2026-07-09 | $0.0962 | 30s | 0.0023 | 41.3 | -24.4 | 41.3 | - | 9.8 | 41.3 | |
| 87 | Inkling Small Thinking Machines |
2026-07-30 | $0.0735 | 3.80m | 0.0018 | 41.2 | -24.5 | 41.2 | - | 8.7 | 41.2 | |
| 88 | GLM-5.1 (Reasoning) Z AI |
2026-04-07 | $0.286 | 8.59m | 0.0070 | 41.0 | -24.7 | 41.0 | - | 14.6 | 41.0 | |
| 89 | GPT-5.4 mini (xhigh) OpenAI |
2026-03-17 | $0.495 | 7.53m | 0.0121 | 40.9 | -24.7 | 40.9 | - | 16.9 | 40.9 | |
| 90 | Grok Build 0.1 0616 SpaceXAI |
2026-06-16 | $0.225 | 4.68m | 0.0055 | 40.7 | -25.0 | 40.7 | - | 13.5 | 40.7 | |
| 91 | Qwen3.6 Plus Alibaba |
2026-04-02 | $0.357 | 6.42m | 0.0088 | 40.5 | -25.2 | 40.5 | - | 15.5 | 40.5 | |
| 92 | GPT-5.4 nano (xhigh) OpenAI |
2026-03-17 | $0.149 | 7.63m | 0.0038 | 39.7 | -25.9 | 39.7 | - | 11.7 | 39.7 | |
| 93 | Qwen3.7 Plus Alibaba |
2026-06-01 | $0.170 | 6.39m | 0.0043 | 39.4 | -26.3 | 39.4 | - | 12.3 | 39.4 | |
| 94 | DeepSeek V4 Flash (Reasoning, High Effort) DeepSeek |
2026-04-24 | $0.0529 | - | 0.0014 | 39.0 | -26.6 | 39.0 | - | 7.2 | 39.0 | |
| 95 | ✓ | GPT-5.6 Luna (medium) OpenAI |
2026-07-09 | $0.0116 | 37s | 0.0003 | 38.9 | -26.7 | 38.9 | - | 0.6 | 38.9 |
| 96 | MiniMax-M2.7 MiniMax |
2026-03-18 | $0.0777 | 4.03m | 0.0020 | 38.9 | -26.8 | 38.9 | - | 8.9 | 38.9 | |
| 97 | Nemotron 3 Ultra 550B A55B (Reasoning) NVIDIA |
2026-06-04 | $0.314 | 2.35m | 0.0082 | 38.3 | -27.3 | 38.3 | - | 15.0 | 38.3 | |
| 98 | ✓ | MiMo-V2.5 Xiaomi |
2026-04-22 | $0.0104 | 5.09m | 0.0003 | 38.0 | -27.6 | 38.0 | - | 0.2 | 38.0 |
| 99 | Grok 4.3 (high) SpaceXAI |
2026-04-30 | $0.145 | 1.77m | 0.0038 | 37.9 | -27.7 | 37.9 | - | 11.6 | 37.9 | |
| 100 | Ling 3.0 Flash InclusionAI |
2026-08-04 | $0.0377 | 1.48m | 0.0010 | 37.8 | -27.8 | 37.8 | - | 5.8 | 37.8 |