Run #1033
success · fetched 2026-07-19 00:00:21 · 1.29 MB raw HTML · 100 models
Top quality: GPT-5.6 Sol (max) (63.4 pts)
Cost/task vs quality?
100 models · 13 on the Pareto frontier · combined quality vs Cost per Task
| #? | Pareto? | Model? | Released? | Cost/task? | Time/task? | $/Q? | Qual? | ΔTop? | Intel? | Code? | Agent? | Pen? | Score? |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | ✓ | GPT-5.6 Sol (max) OpenAI |
2026-07-09 | $1.04 | 4.84m | 0.0164 | 63.4 | 0.0 | 58.9 | 77.4 | 54.0 | 20.2 | 63.4 |
| 2 | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) Anthropic |
2026-06-09 | $2.75 | 5.36m | 0.0436 | 63.1 | -0.4 | 59.9 | 76.5 | 52.8 | 24.4 | 63.1 | |
| 3 | ✓ | GPT-5.6 Sol (xhigh) OpenAI |
2026-07-09 | $0.682 | 3.06m | 0.0109 | 62.6 | -0.8 | 57.7 | 78.3 | 51.8 | 18.3 | 62.6 |
| 4 | Kimi K3 Kimi |
2026-07-16 | $0.954 | 6.03m | 0.0156 | 61.1 | -2.3 | 57.1 | 76.2 | 50.1 | 19.8 | 61.1 | |
| 5 | ✓ | GPT-5.6 Sol (high) OpenAI |
2026-07-09 | $0.453 | 2.37m | 0.0075 | 60.5 | -2.9 | 55.9 | 77.2 | 48.5 | 16.6 | 60.5 |
| 6 | GPT-5.6 Terra (max) OpenAI |
2026-07-09 | $0.554 | 2.44m | 0.0093 | 59.7 | -3.8 | 55.0 | 76.7 | 47.4 | 17.4 | 59.7 | |
| 7 | Claude Opus 4.8 (Adaptive Reasoning, Max Effort) Anthropic |
2026-05-28 | $1.80 | 7.60m | 0.0304 | 59.0 | -4.4 | 55.7 | 74.3 | 47.2 | 22.5 | 59.0 | |
| 8 | GPT-5.5 (xhigh) OpenAI |
2026-04-23 | $0.992 | 4.05m | 0.0171 | 58.2 | -5.2 | 54.8 | 74.9 | 44.9 | 20.0 | 58.2 | |
| 9 | ✓ | GPT-5.6 Sol (medium) OpenAI |
2026-07-09 | $0.314 | 1.36m | 0.0054 | 58.1 | -5.3 | 53.6 | 76.3 | 44.5 | 15.0 | 58.1 |
| 10 | ✓ | Grok 4.5 (high) SpaceXAI |
2026-07-08 | $0.312 | 2.68m | 0.0054 | 57.3 | -6.1 | 53.8 | 72.4 | 45.7 | 14.9 | 57.3 |
| 11 | Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Anthropic |
2026-06-30 | $1.53 | 8.78m | 0.0267 | 57.2 | -6.2 | 53.4 | 71.5 | 46.7 | 21.8 | 57.2 | |
| 12 | Claude Opus 4.7 (Adaptive Reasoning, Max Effort) Anthropic |
2026-04-16 | $1.97 | 6.21m | 0.0345 | 57.2 | -6.3 | 53.5 | 73.6 | 44.4 | 23.0 | 57.2 | |
| 13 | ✓ | GPT-5.6 Luna (max) OpenAI |
2026-07-09 | $0.209 | 1.70m | 0.0037 | 56.1 | -7.3 | 51.2 | 71.4 | 45.6 | 13.2 | 56.1 |
| 14 | GPT-5.5 (high) OpenAI |
2026-04-23 | $0.668 | 2.38m | 0.0119 | 56.1 | -7.4 | 53.1 | 71.6 | 43.5 | 18.2 | 56.1 | |
| 15 | GPT-5.6 Terra (xhigh) OpenAI |
2026-07-09 | $0.327 | 1.52m | 0.0059 | 55.6 | -7.8 | 51.6 | 70.6 | 44.7 | 15.1 | 55.6 | |
| 16 | GPT-5.4 (xhigh) OpenAI |
2026-03-05 | $0.887 | 4.04m | 0.0163 | 54.5 | -8.9 | 51.4 | 71.1 | 41.1 | 19.5 | 54.5 | |
| 17 | GLM-5.2 (max) Z AI |
2026-06-16 | $0.468 | 3.33m | 0.0086 | 54.3 | -9.1 | 51.1 | 68.8 | 43.1 | 16.7 | 54.3 | |
| 18 | ✓ | GPT-5.6 Luna (xhigh) OpenAI |
2026-07-09 | $0.139 | 1.13m | 0.0026 | 53.5 | -9.9 | 49.1 | 68.6 | 42.9 | 11.4 | 53.5 |
| 19 | GPT-5.5 (medium) OpenAI |
2026-04-23 | $0.406 | 1.19m | 0.0076 | 53.2 | -10.2 | 50.4 | 71.5 | 37.8 | 16.1 | 53.2 | |
| 20 | Muse Spark 1.1 (xhigh) Meta |
2026-07-09 | $0.261 | 3.11m | 0.0049 | 53.2 | -10.3 | 50.6 | 71.3 | 37.5 | 14.2 | 53.2 | |
| 21 | GPT-5.6 Sol (low) OpenAI |
2026-07-09 | $0.197 | 50s | 0.0037 | 53.0 | -10.4 | 49.4 | 69.7 | 40.0 | 13.0 | 53.0 | |
| 22 | Gemini 3.5 Flash (high) |
2026-05-19 | $0.586 | 2.85m | 0.0111 | 52.6 | -10.8 | 50.2 | 70.1 | 37.4 | 17.7 | 52.6 | |
| 23 | GPT-5.6 Terra (high) OpenAI |
2026-07-09 | $0.236 | 1.08m | 0.0045 | 52.5 | -11.0 | 49.0 | 67.1 | 41.3 | 13.7 | 52.5 | |
| 24 | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) Anthropic |
2026-02-17 | $1.14 | 15.1m | 0.0226 | 50.3 | -13.1 | 47.2 | 63.0 | 40.8 | 20.6 | 50.3 | |
| 25 | ✓ | GPT-5.6 Luna (high) OpenAI |
2026-07-09 | $0.0948 | 45s | 0.0019 | 49.8 | -13.6 | 46.1 | 63.3 | 40.1 | 9.8 | 49.8 |
| 26 | GPT-5.6 Terra (medium) OpenAI |
2026-07-09 | $0.128 | 32s | 0.0026 | 49.1 | -14.3 | 45.6 | 64.7 | 37.0 | 11.1 | 49.1 | |
| 27 | Qwen3.7 Max Alibaba |
2026-05-19 | $0.985 | 1.60m | 0.0207 | 47.5 | -15.9 | 46.0 | 66.0 | 30.6 | 19.9 | 47.5 | |
| 28 | Claude Sonnet 5 (Non-reasoning, High Effort) Anthropic |
2026-06-30 | $0.375 | 1.62m | 0.0079 | 47.3 | -16.2 | 41.7 | 66.4 | 33.7 | 15.7 | 47.3 | |
| 29 | GPT-5.6 Sol (Non-reasoning) OpenAI |
2026-07-09 | $0.200 | 37s | 0.0043 | 47.1 | -16.4 | 41.2 | 65.1 | 34.9 | 13.0 | 47.1 | |
| 30 | ✓ | DeepSeek V4 Pro (Reasoning, Max Effort) DeepSeek |
2026-04-24 | $0.0448 | 8.33m | 0.0010 | 46.7 | -16.8 | 44.3 | 59.4 | 36.4 | 6.5 | 46.7 |
| 31 | MiniMax-M3 MiniMax |
2026-06-01 | $0.125 | 4.95m | 0.0027 | 46.1 | -17.3 | 44.4 | 58.6 | 35.4 | 11.0 | 46.1 | |
| 32 | Gemini 3.1 Pro Preview |
2026-02-19 | $0.291 | 1.89m | 0.0064 | 45.6 | -17.9 | 46.5 | 68.8 | 21.4 | 14.6 | 45.6 | |
| 33 | Kimi K2.6 Kimi |
2026-04-20 | $0.335 | 13.8m | 0.0074 | 45.4 | -18.0 | 44.2 | 61.8 | 30.3 | 15.2 | 45.4 | |
| 34 | GPT-5.5 (low) OpenAI |
2026-04-23 | $0.211 | 32s | 0.0047 | 44.9 | -18.5 | 43.5 | 60.9 | 30.4 | 13.2 | 44.9 | |
| 35 | ✓ | MiMo-V2.5-Pro Xiaomi |
2026-04-22 | $0.0314 | 5.44m | 0.0007 | 43.8 | -19.6 | 42.2 | 60.2 | 29.1 | 5.0 | 43.8 |
| 36 | GPT-5.6 Terra (low) OpenAI |
2026-07-09 | $0.101 | 19s | 0.0023 | 43.1 | -20.4 | 40.5 | 58.1 | 30.6 | 10.0 | 43.1 | |
| 37 | ✓ | DeepSeek V4 Flash (Reasoning, Max Effort) DeepSeek |
2026-04-24 | $0.0223 | 6.06m | 0.0005 | 42.5 | -20.9 | 40.3 | 56.2 | 31.1 | 3.5 | 42.5 |
| 38 | GPT-5.4 mini (xhigh) OpenAI |
2026-03-17 | $0.452 | 7.79m | 0.0107 | 42.1 | -21.4 | 40.0 | 56.1 | 30.2 | 16.6 | 42.1 | |
| 39 | GLM-5.1 (Reasoning) Z AI |
2026-04-07 | $0.226 | 5.86m | 0.0054 | 41.9 | -21.5 | 40.2 | 55.8 | 29.9 | 13.5 | 41.9 | |
| 40 | Qwen3.6 Plus Alibaba |
2026-04-02 | $0.314 | 6.41m | 0.0077 | 40.5 | -22.9 | 39.6 | 54.5 | 27.6 | 15.0 | 40.5 | |
| 41 | GPT-5.6 Luna (medium) OpenAI |
2026-07-09 | $0.0504 | 20s | 0.0013 | 39.9 | -23.5 | 38.1 | 50.7 | 31.0 | 7.0 | 39.9 | |
| 42 | Grok Build 0.1 0616 SpaceXAI |
2026-06-16 | $0.212 | 3.03m | 0.0053 | 39.8 | -23.7 | 39.8 | 51.5 | 28.0 | 13.3 | 39.8 | |
| 43 | Qwen3.6 27B (Reasoning) Alibaba |
2026-04-22 | $0.265 | 7.89m | 0.0068 | 39.3 | -24.2 | 37.1 | 53.7 | 27.0 | 14.2 | 39.3 | |
| 44 | ✓ | MiMo-V2.5 Xiaomi |
2026-04-22 | $0.00975 | 4.29m | 0.0002 | 39.2 | -24.2 | 37.2 | 56.8 | 23.7 | 0.0 | 39.2 |
| 45 | GPT-5.5 (Non-reasoning) OpenAI |
2026-04-23 | $0.171 | 24s | 0.0044 | 39.2 | -24.2 | 35.4 | 56.5 | 25.8 | 12.3 | 39.2 | |
| 46 | Qwen3.7 Plus Alibaba |
2026-06-01 | $0.195 | 6.64m | 0.0051 | 38.5 | -24.9 | 39.0 | 55.9 | 20.8 | 12.9 | 38.5 | |
| 47 | Nemotron 3 Ultra 550B A55B (Reasoning) NVIDIA |
2026-06-04 | $0.234 | 1.92m | 0.0061 | 38.1 | -25.3 | 37.8 | 49.3 | 27.4 | 13.7 | 38.1 | |
| 48 | Claude 4.5 Sonnet (Reasoning) Anthropic |
2025-09-29 | $0.413 | 5.41m | 0.0110 | 37.7 | -25.7 | 36.4 | 52.1 | 24.6 | 16.2 | 37.7 | |
| 49 | GLM-4.7 (Reasoning) Z AI |
2025-12-22 | $0.323 | 2.85m | 0.0093 | 34.8 | -28.6 | 33.7 | 45.3 | 25.4 | 15.1 | 34.8 | |
| 50 | Grok 4.3 (high) SpaceXAI |
2026-04-30 | $0.139 | 2.01m | 0.0040 | 34.6 | -28.8 | 37.6 | 42.2 | 24.1 | 11.4 | 34.6 | |
| 51 | GPT-5.6 Luna (low) OpenAI |
2026-07-09 | $0.0405 | 13s | 0.0012 | 34.3 | -29.2 | 33.3 | 44.2 | 25.4 | 6.1 | 34.3 | |
| 52 | Qwen3.5 397B A17B (Reasoning) Alibaba |
2026-02-16 | $0.333 | 4.32m | 0.0098 | 33.9 | -29.5 | 33.7 | 48.2 | 19.8 | 15.2 | 33.9 | |
| 53 | Qwen3.6 27B (Non-reasoning) Alibaba |
2026-04-22 | $0.359 | 3.31m | 0.0107 | 33.5 | -30.0 | 30.5 | 46.6 | 23.3 | 15.6 | 33.5 | |
| 54 | Qwen3.5 122B A10B (Reasoning) Alibaba |
2026-02-24 | $0.241 | 2.01m | 0.0073 | 32.9 | -30.5 | 32.3 | 45.7 | 20.7 | 13.8 | 32.9 | |
| 55 | GPT-5 (high) OpenAI |
2025-08-07 | $0.238 | 2.74m | 0.0073 | 32.7 | -30.7 | 34.7 | 37.8 | 25.7 | 13.8 | 32.7 | |
| 56 | Mistral Medium 3.5 Mistral |
2026-04-29 | $1.20 | 6.77m | 0.0374 | 31.9 | -31.5 | 29.9 | 46.9 | 19.0 | 20.8 | 31.9 | |
| 57 | Qwen3.6 35B A3B (Reasoning) Alibaba |
2026-04-16 | $0.179 | 3.36m | 0.0056 | 31.6 | -31.8 | 31.6 | 41.9 | 21.4 | 12.5 | 31.6 | |
| 58 | Ring-2.6-1T InclusionAI |
2026-05-08 | $0.345 | 3.20m | 0.0112 | 30.8 | -32.7 | 30.6 | 42.8 | 18.9 | 15.4 | 30.8 | |
| 59 | GLM-4.6 (Reasoning) Z AI |
2025-09-30 | $0.283 | 6.20m | 0.0092 | 30.7 | -32.7 | 28.7 | 45.8 | 17.7 | 14.5 | 30.7 | |
| 60 | Claude 4.5 Haiku (Reasoning) Anthropic |
2025-10-15 | $0.272 | 3.60m | 0.0091 | 30.0 | -33.5 | 29.6 | 43.9 | 16.4 | 14.3 | 30.0 | |
| 61 | GPT-5.6 Luna (Non-reasoning) OpenAI |
2026-07-09 | $0.0547 | 12s | 0.0019 | 29.3 | -34.1 | 26.6 | 39.3 | 22.0 | 7.4 | 29.3 | |
| 62 | Qwen3.5 122B A10B (Non-reasoning) Alibaba |
2026-02-24 | $0.177 | 60s | 0.0061 | 28.9 | -34.5 | 27.6 | 43.3 | 15.8 | 12.5 | 28.9 | |
| 63 | Grok 4.3 (Non-reasoning) SpaceXAI |
2026-04-30 | $0.293 | 1.42m | 0.0106 | 27.6 | -35.8 | 24.8 | 35.2 | 22.8 | 14.7 | 27.6 | |
| 64 | GPT-5.5 Instant (June 2026) OpenAI |
2026-06-25 | $0.711 | - | 0.0269 | 26.4 | -37.0 | 28.9 | 39.4 | 11.0 | 18.5 | 26.4 | |
| 65 | Gemma 4 26B A4B (Reasoning) |
2026-04-02 | $0.0294 | - | 0.0012 | 25.3 | -38.1 | 25.7 | 39.3 | 11.0 | 4.7 | 25.3 | |
| 66 | Qwen3.5 35B A3B (Non-reasoning) Alibaba |
2026-02-24 | $0.231 | 1.29m | 0.0095 | 24.3 | -39.2 | 24.0 | 37.0 | 11.8 | 13.6 | 24.3 | |
| 67 | NVIDIA Nemotron 3 Super 120B A12B (Reasoning) NVIDIA |
2026-03-11 | $0.206 | 2.56m | 0.0086 | 23.9 | -39.5 | 25.4 | 37.7 | 8.7 | 13.1 | 23.9 | |
| 68 | Qwen3.6 35B A3B (Non-reasoning) Alibaba |
2026-04-16 | $0.598 | 1.55m | 0.0251 | 23.8 | -39.6 | 24.2 | 28.1 | 19.1 | 17.8 | 23.8 | |
| 69 | gpt-oss-120b (high) OpenAI |
2025-08-05 | $0.0607 | 2.01m | 0.0027 | 22.5 | -40.9 | 23.8 | 30.4 | 13.2 | 7.8 | 22.5 | |
| 70 | Gemini 2.5 Pro |
2025-06-05 | $0.198 | 1.47m | 0.0090 | 22.1 | -41.4 | 25.8 | 33.3 | 7.1 | 13.0 | 22.1 | |
| 71 | Qwen3 Coder Next Alibaba |
2026-02-03 | $0.329 | 2.60m | 0.0149 | 22.0 | -41.4 | 21.1 | 36.2 | 8.8 | 15.2 | 22.0 | |
| 72 | Gemini 3.1 Flash-Lite |
2026-03-03 | $0.0416 | 1.23m | 0.0019 | 22.0 | -41.5 | 25.0 | 34.7 | 6.2 | 6.2 | 22.0 | |
| 73 | Gemma 4 31B (Non-reasoning) |
2026-04-02 | $0.0343 | 1.64m | 0.0016 | 22.0 | -41.5 | 21.8 | 33.2 | 11.0 | 5.4 | 22.0 | |
| 74 | Nova 2.0 Pro Preview (medium) Amazon |
2025-11-27 | $0.173 | 1.52m | 0.0083 | 20.9 | -42.5 | 21.8 | 34.0 | 7.0 | 12.4 | 20.9 | |
| 75 | Qwen3.5 9B (Reasoning) Alibaba |
2026-03-02 | $0.164 | 8.58m | 0.0085 | 19.2 | -44.3 | 21.4 | 28.7 | 7.4 | 12.1 | 19.2 | |
| 76 | Nova 2.0 Pro Preview (low) Amazon |
2025-11-27 | $0.213 | 38s | 0.0123 | 17.3 | -46.1 | 19.6 | 25.9 | 6.4 | 13.3 | 17.3 | |
| 77 | HyperNova 60B 2605 Multiverse Computing |
2026-05-26 | $0.0180 | 1.43m | 0.0011 | 15.9 | -47.5 | 17.8 | 23.2 | 6.7 | 2.5 | 15.9 | |
| 78 | DeepSeek R1 (Jan '25) DeepSeek |
2025-01-20 | $0.247 | - | 0.0160 | 15.4 | -48.0 | 18.5 | 24.6 | 3.1 | 13.9 | 15.4 | |
| 79 | Mistral Small 3.1 Mistral |
2025-03-17 | $0.0410 | 32s | 0.0027 | 15.4 | -48.0 | 14.7 | 26.3 | 5.2 | 6.1 | 15.4 | |
| 80 | Nova 2.0 Lite (high) Amazon |
2025-10-29 | $0.245 | 4.73m | 0.0166 | 14.8 | -48.6 | 18.2 | 23.0 | 3.1 | 13.9 | 14.8 | |
| 81 | Mistral Large 3 Mistral |
2025-12-02 | $0.0599 | 58s | 0.0043 | 13.8 | -49.6 | 15.9 | 20.1 | 5.5 | 7.8 | 13.8 | |
| 82 | Mistral Medium 3.1 Mistral |
2025-08-12 | $0.145 | 55s | 0.0105 | 13.8 | -49.6 | 14.7 | 20.5 | 6.2 | 11.6 | 13.8 | |
| 83 | Magistral Medium 1.2 Mistral |
2025-09-18 | $0.747 | 3.27m | 0.0546 | 13.7 | -49.7 | 17.9 | 21.3 | 1.9 | 18.7 | 13.7 | |
| 84 | DeepSeek V3 (Dec '24) DeepSeek |
2024-12-26 | $0.0231 | - | 0.0018 | 12.9 | -50.5 | 14.2 | 23.0 | 1.6 | 3.6 | 12.9 | |
| 85 | gpt-oss-20b (high) OpenAI |
2025-08-05 | $0.0178 | 1.72m | 0.0014 | 12.9 | -50.5 | 14.9 | 20.7 | 3.1 | 2.5 | 12.9 | |
| 86 | DeepSeek V3 0324 DeepSeek |
2025-03-25 | $0.181 | - | 0.0142 | 12.7 | -50.7 | 15.4 | 21.2 | 1.5 | 12.6 | 12.7 | |
| 87 | Nova 2.0 Pro Preview (Non-reasoning) Amazon |
2025-11-27 | $0.246 | 34s | 0.0194 | 12.7 | -50.7 | 14.4 | 20.9 | 2.9 | 13.9 | 12.7 | |
| 88 | gpt-oss-120b (low) OpenAI |
2025-08-05 | $0.0172 | 7.5s | 0.0014 | 12.4 | -51.1 | 14.9 | 21.2 | 1.0 | 2.4 | 12.4 | |
| 89 | GPT-4.1 mini OpenAI |
2025-04-14 | $0.0637 | 37s | 0.0052 | 12.2 | -51.2 | 14.8 | 20.2 | 1.7 | 8.0 | 12.2 | |
| 90 | Qwen3 Next 80B A3B (Reasoning) Alibaba |
2025-09-11 | $0.169 | 1.99m | 0.0140 | 12.1 | -51.4 | 16.7 | 17.4 | 2.1 | 12.3 | 12.1 | |
| 91 | Llama 4 Maverick Meta |
2025-04-05 | $0.0316 | 19s | 0.0030 | 10.6 | -52.8 | 14.3 | 16.3 | 1.3 | 5.0 | 10.6 | |
| 92 | NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) NVIDIA |
2025-12-15 | $0.0183 | 2.37m | 0.0018 | 10.2 | -53.2 | 14.2 | 14.4 | 2.0 | 2.6 | 10.2 | |
| 93 | Qwen3 30B A3B 2507 (Reasoning) Alibaba |
2025-07-30 | $0.0716 | 1.69m | 0.0076 | 9.4 | -54.0 | 14.4 | 12.1 | 1.8 | 8.6 | 9.4 | |
| 94 | Ministral 3 14B Mistral |
2025-12-02 | $0.149 | 3.17m | 0.0162 | 9.2 | -54.2 | 11.1 | 14.4 | 2.2 | 11.7 | 9.2 | |
| 95 | Mistral Small 3.2 Mistral |
2025-06-20 | $0.124 | 54s | 0.0148 | 8.4 | -55.1 | 10.6 | 12.5 | 2.0 | 10.9 | 8.4 | |
| 96 | GPT-4.1 nano OpenAI |
2025-04-14 | $0.0399 | 32s | 0.0055 | 7.3 | -56.1 | 9.6 | 11.1 | 1.2 | 6.0 | 7.3 | |
| 97 | Llama 3.3 Instruct 70B Meta |
2024-12-06 | $0.0798 | 19s | 0.0110 | 7.2 | -56.2 | 9.4 | 11.9 | 0.3 | 9.0 | 7.2 | |
| 98 | Ministral 3 8B Mistral |
2025-12-02 | $0.185 | 2.59m | 0.0279 | 6.6 | -56.8 | 9.0 | 9.7 | 1.2 | 12.7 | 6.6 | |
| 99 | ✓ | Llama 4 Scout Meta |
2025-04-05 | $0.00869 | 14s | 0.0013 | 6.4 | -57.0 | 10.0 | 8.2 | 1.1 | 0.0 | 6.4 |
| 100 | Ministral 3 3B Mistral |
2025-12-02 | $0.126 | 1.88m | 0.0288 | 4.4 | -59.0 | 6.8 | 4.8 | 1.6 | 11.0 | 4.4 |