Run #3438
success · fetched 2026-11-04 02:00:53 · 1.51 MB raw HTML · 89 models
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Top quality: Gemini 4 Carbon (High) (60.0 pts)
Cost/task vs quality?
89 models · 17 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 | ✓ | Gemini 4 Carbon (High) |
2026-10-28 | $7.76 | 23.3m | 0.1292 | 60.0 | 0.0 | 60.0 | - | 28.9 | 60.0 |
| 2 | Claude Opus 5.5 (Max, Default Fallback) Anthropic |
2026-09-22 | $10.0 | 19.2m | 0.1698 | 59.1 | -0.9 | 59.1 | - | 30.0 | 59.1 | |
| 3 | ✓ | Gemini 4 Carbon (Medium) |
2026-10-28 | $6.59 | 18.7m | 0.1130 | 58.3 | -1.8 | 58.3 | - | 28.2 | 58.3 |
| 4 | ✓ | Claude Opus 5.5 (Xhigh, Default Fallback) Anthropic |
2026-09-22 | $6.05 | 13.2m | 0.1053 | 57.4 | -2.6 | 57.4 | - | 27.8 | 57.4 |
| 5 | GPT-6 Astra (Max) OpenAI |
2026-09-03 | $6.24 | 12.6m | 0.1098 | 56.9 | -3.2 | 56.9 | - | 28.0 | 56.9 | |
| 6 | ✓ | GPT-6 Astra (Xhigh) OpenAI |
2026-09-03 | $3.66 | 8.03m | 0.0662 | 55.3 | -4.7 | 55.3 | - | 25.6 | 55.3 |
| 7 | ✓ | GPT-6 Astra (High) OpenAI |
2026-09-03 | $3.24 | 6.76m | 0.0590 | 54.8 | -5.2 | 54.8 | - | 25.1 | 54.8 |
| 8 | ✓ | GPT-6.1 Sol (Max) OpenAI |
2026-09-29 | $1.27 | 14.9m | 0.0233 | 54.6 | -5.4 | 54.6 | - | 21.0 | 54.6 |
| 9 | Claude Sonnet 5.5 (Max, Default Fallback) Anthropic |
2026-09-28 | $10.0 | 21.0m | 0.1837 | 54.5 | -5.5 | 54.5 | - | 30.0 | 54.5 | |
| 10 | Gemini 4 Carbon (Low) |
2026-10-28 | $7.19 | 12.4m | 0.1325 | 54.2 | -5.8 | 54.2 | - | 28.6 | 54.2 | |
| 11 | ✓ | GPT-6.1 Sol (Xhigh) OpenAI |
2026-09-29 | $0.764 | 6.85m | 0.0146 | 52.5 | -7.6 | 52.5 | - | 18.8 | 52.5 |
| 12 | Claude Opus 5.5 (High, Default Fallback) Anthropic |
2026-09-22 | $3.46 | 7.96m | 0.0668 | 51.8 | -8.2 | 51.8 | - | 25.4 | 51.8 | |
| 13 | GPT-6 Astra (Medium) OpenAI |
2026-09-03 | $2.73 | 5.87m | 0.0530 | 51.6 | -8.5 | 51.6 | - | 24.4 | 51.6 | |
| 14 | GPT-6.1 Terra (Max) OpenAI |
2026-10-26 | $0.961 | 9.14m | 0.0187 | 51.3 | -8.7 | 51.3 | - | 19.8 | 51.3 | |
| 15 | Gemini 4 Argon (High) |
2026-09-30 | $7.68 | 22.7m | 0.1524 | 50.4 | -9.6 | 50.4 | - | 28.9 | 50.4 | |
| 16 | ✓ | GPT-6.1 Sol (High) OpenAI |
2026-09-29 | $0.591 | 5.87m | 0.0117 | 50.3 | -9.7 | 50.3 | - | 17.7 | 50.3 |
| 17 | Claude Fable 5.1 (Xhigh, Default Fallback) Anthropic |
2026-09-01 | $10.8 | 16.1m | 0.2169 | 50.0 | -10.0 | 50.0 | - | 30.4 | 50.0 | |
| 18 | Claude Sonnet 5.5 (Xhigh, Default Fallback) Anthropic |
2026-09-28 | $4.09 | 12.2m | 0.0820 | 49.9 | -10.1 | 49.9 | - | 26.1 | 49.9 | |
| 19 | Claude Fable 5.1 (Max, Default Fallback) Anthropic |
2026-09-01 | $13.0 | 17.5m | 0.2643 | 49.2 | -10.9 | 49.2 | - | 31.1 | 49.2 | |
| 20 | Claude Opus 5.5 (Medium, Default Fallback) Anthropic |
2026-09-22 | $2.45 | 5.92m | 0.0508 | 48.2 | -11.8 | 48.2 | - | 23.9 | 48.2 | |
| 21 | Claude Fable 5.1 (High, Default Fallback) Anthropic |
2026-09-01 | $7.54 | 12.0m | 0.1598 | 47.2 | -12.9 | 47.2 | - | 28.8 | 47.2 | |
| 22 | Kimi K3.1 Pro Kimi |
2026-10-23 | $3.68 | 34.5m | 0.0792 | 46.5 | -13.6 | 46.5 | - | 25.7 | 46.5 | |
| 23 | ✓ | GPT-6.1 Sol (Medium) OpenAI |
2026-09-29 | $0.359 | 4.02m | 0.0078 | 46.3 | -13.7 | 46.3 | - | 15.6 | 46.3 |
| 24 | GPT-6.1 Terra (Xhigh) OpenAI |
2026-10-26 | $0.401 | 4.36m | 0.0089 | 45.3 | -14.8 | 45.3 | - | 16.0 | 45.3 | |
| 25 | GPT-6 Sol (Max) OpenAI |
2026-09-22 | $2.47 | 5.98m | 0.0559 | 44.1 | -15.9 | 44.1 | - | 23.9 | 44.1 | |
| 26 | Muse Wonder (Max) Meta |
2026-10-12 | $6.95 | 9.18m | 0.1595 | 43.6 | -16.5 | 43.6 | - | 28.4 | 43.6 | |
| 27 | GPT-6 Astra (Low) OpenAI |
2026-09-03 | $1.42 | 3.01m | 0.0329 | 43.3 | -16.7 | 43.3 | - | 21.5 | 43.3 | |
| 28 | Claude Fable 5.1 (Medium, Default Fallback) Anthropic |
2026-09-01 | $5.56 | 8.95m | 0.1289 | 43.2 | -16.9 | 43.2 | - | 27.5 | 43.2 | |
| 29 | ✓ | GPT-6.1 Terra (High) OpenAI |
2026-10-26 | $0.259 | 2.91m | 0.0061 | 42.4 | -17.6 | 42.4 | - | 14.1 | 42.4 |
| 30 | Claude Sonnet 5.5 (High, Default Fallback) Anthropic |
2026-09-28 | $1.64 | 6.01m | 0.0394 | 41.5 | -18.5 | 41.5 | - | 22.1 | 41.5 | |
| 31 | Claude Fable 5.1 (Low, Default Fallback) Anthropic |
2026-09-01 | $4.47 | 7.02m | 0.1156 | 38.7 | -21.3 | 38.7 | - | 26.5 | 38.7 | |
| 32 | ✓ | GPT-6.1 Terra (Medium) OpenAI |
2026-10-26 | $0.169 | 2.02m | 0.0044 | 38.2 | -21.9 | 38.2 | - | 12.3 | 38.2 |
| 33 | Muse Spark 1.3 (Max) Meta |
2026-09-02 | $2.39 | 10.0m | 0.0652 | 36.6 | -23.4 | 36.6 | - | 23.8 | 36.6 | |
| 34 | Claude Haiku 5.5 (Max) Anthropic |
2026-10-07 | $0.411 | 9.94m | 0.0113 | 36.5 | -23.5 | 36.5 | - | 16.1 | 36.5 | |
| 35 | Grok 4.7 (Xhigh) SpaceXAI |
2026-09-21 | $7.77 | 22.6m | 0.2190 | 35.5 | -24.5 | 35.5 | - | 28.9 | 35.5 | |
| 36 | Grok 4.7 (High) SpaceXAI |
2026-09-21 | $6.18 | 20.0m | 0.1756 | 35.2 | -24.8 | 35.2 | - | 27.9 | 35.2 | |
| 37 | ✓ | GPT-6.1 Sol (Low) OpenAI |
2026-09-29 | $0.161 | 1.60m | 0.0046 | 34.8 | -25.2 | 34.8 | - | 12.1 | 34.8 |
| 38 | Claude Opus 5.5 (Low, Default Fallback) Anthropic |
2026-09-22 | $0.976 | 2.56m | 0.0281 | 34.8 | -25.3 | 34.8 | - | 19.9 | 34.8 | |
| 39 | Claude Haiku 5.5 (Xhigh) Anthropic |
2026-10-07 | $0.248 | 7.32m | 0.0072 | 34.6 | -25.4 | 34.6 | - | 14.0 | 34.6 | |
| 40 | Qwen3.8 Max (0902) Alibaba |
2026-09-02 | $10.0 | 1.01h | 0.2978 | 33.7 | -26.4 | 33.7 | - | 30.0 | 33.7 | |
| 41 | DeepSeek V4.1 Flash 1017 (Max) DeepSeek |
2026-10-17 | $0.602 | 10.5m | 0.0185 | 32.6 | -27.4 | 32.6 | - | 17.8 | 32.6 | |
| 42 | GPT-5.6 Terra (Max) OpenAI |
2026-07-09 | $3.73 | 8.48m | 0.1155 | 32.3 | -27.7 | 32.3 | - | 25.7 | 32.3 | |
| 43 | GLM-5.3 (Max) Z AI |
2026-08-18 | $5.01 | 18.0m | 0.1583 | 31.7 | -28.4 | 31.7 | - | 27.0 | 31.7 | |
| 44 | Grok 4.7 (Low) SpaceXAI |
2026-09-21 | $2.92 | 11.7m | 0.0939 | 31.1 | -28.9 | 31.1 | - | 24.7 | 31.1 | |
| 45 | Gemini 3.8 Flash (High) |
2026-09-02 | $7.77 | 12.3m | 0.2518 | 30.8 | -29.2 | 30.8 | - | 28.9 | 30.8 | |
| 46 | Claude Sonnet 5.5 (Medium, Default Fallback) Anthropic |
2026-09-28 | $0.781 | 3.41m | 0.0253 | 30.8 | -29.2 | 30.8 | - | 18.9 | 30.8 | |
| 47 | GPT-6.1 Terra (Non-reasoning) OpenAI |
2026-10-26 | $0.226 | 1.85m | 0.0074 | 30.5 | -29.5 | 30.5 | - | 13.5 | 30.5 | |
| 48 | Gemini 3.8 Flash (Medium) |
2026-09-02 | $6.26 | - | 0.2081 | 30.1 | -29.9 | 30.1 | - | 28.0 | 30.1 | |
| 49 | MiMo-V2.6-Pro Xiaomi |
2026-09-21 | $0.257 | 46.7m | 0.0086 | 29.9 | -30.1 | 29.9 | - | 14.1 | 29.9 | |
| 50 | ✓ | Claude Haiku 5.5 (High) Anthropic |
2026-10-07 | $0.159 | 5.09m | 0.0053 | 29.9 | -30.2 | 29.9 | - | 12.0 | 29.9 |
| 51 | Ling 3.1 Flash 1019 InclusionAI |
2026-10-22 | $3.19 | - | 0.1077 | 29.6 | -30.5 | 29.6 | - | 25.0 | 29.6 | |
| 52 | ✓ | GPT-6.1 Terra (Low) OpenAI |
2026-10-26 | $0.0713 | 48s | 0.0024 | 29.4 | -30.6 | 29.4 | - | 8.5 | 29.4 |
| 53 | MiniMax-M3.1-Flash MiniMax |
2026-10-19 | $0.491 | 15.7m | 0.0169 | 29.1 | -31.0 | 29.1 | - | 16.9 | 29.1 | |
| 54 | DeepSeek V4.1 Flash 1017 (High) DeepSeek |
2026-10-17 | $0.456 | 7.01m | 0.0159 | 28.6 | -31.4 | 28.6 | - | 16.6 | 28.6 | |
| 55 | Step 5 Preview StepFun |
2026-09-18 | $2.35 | 13.4m | 0.0822 | 28.5 | -31.5 | 28.5 | - | 23.7 | 28.5 | |
| 56 | GPT-6 Luna (Max) OpenAI |
2026-09-22 | $0.152 | 11.3m | 0.0055 | 27.9 | -32.2 | 27.9 | - | 11.8 | 27.9 | |
| 57 | GLM-5.3-Flash Z AI |
2026-08-26 | $0.583 | 24.7m | 0.0210 | 27.8 | -32.2 | 27.8 | - | 17.7 | 27.8 | |
| 58 | MiMo-V2.6-Flash Xiaomi |
2026-09-21 | $0.129 | 1.02h | 0.0048 | 26.7 | -33.3 | 26.7 | - | 11.1 | 26.7 | |
| 59 | Mistral Large 4 (High) Mistral |
2026-10-29 | $2.06 | - | 0.0789 | 26.1 | -33.9 | 26.1 | - | 23.1 | 26.1 | |
| 60 | Claude Sonnet 5.5 (Low, Default Fallback) Anthropic |
2026-09-28 | $0.511 | 2.27m | 0.0199 | 25.6 | -34.4 | 25.6 | - | 17.1 | 25.6 | |
| 61 | Mistral Large 4 Preview Mistral |
2026-10-06 | $4.21 | 16.2m | 0.1661 | 25.3 | -34.7 | 25.3 | - | 26.2 | 25.3 | |
| 62 | Muse Spark Open (Xhigh) Meta |
2026-10-15 | $2.02 | 6.34m | 0.0811 | 24.9 | -35.1 | 24.9 | - | 23.0 | 24.9 | |
| 63 | Claude Haiku 5.5 (Medium) Anthropic |
2026-10-07 | $0.0918 | 3.26m | 0.0037 | 24.6 | -35.4 | 24.6 | - | 9.6 | 24.6 | |
| 64 | GPT-6 Luna (Xhigh) OpenAI |
2026-09-22 | $0.104 | 5.76m | 0.0044 | 23.5 | -36.6 | 23.5 | - | 10.2 | 23.5 | |
| 65 | Mistral Large 4 (Medium) Mistral |
2026-10-29 | $1.41 | - | 0.0610 | 23.1 | -36.9 | 23.1 | - | 21.5 | 23.1 | |
| 66 | GLM-5.3 (Low) Z AI |
2026-08-18 | $1.57 | 10.4m | 0.0682 | 23.1 | -36.9 | 23.1 | - | 22.0 | 23.1 | |
| 67 | DeepSeek V4 Pro 0813 (Max) DeepSeek |
2026-08-13 | $1.77 | 15.2m | 0.0767 | 23.1 | -37.0 | 23.1 | - | 22.5 | 23.1 | |
| 68 | GPT-6 Luna (High) OpenAI |
2026-09-22 | $0.0729 | 4.57m | 0.0034 | 21.4 | -38.6 | 21.4 | - | 8.6 | 21.4 | |
| 69 | Qwen3.8 27B (Xhigh) Alibaba |
2026-08-14 | $3.53 | 32.9m | 0.1755 | 20.1 | -39.9 | 20.1 | - | 25.5 | 20.1 | |
| 70 | MiniMax-M3 MiniMax |
2026-06-01 | $1.29 | 13.6m | 0.0681 | 18.9 | -41.1 | 18.9 | - | 21.1 | 18.9 | |
| 71 | ✓ | Claude Haiku 5.5 (Low) Anthropic |
2026-10-07 | $0.0438 | 1.73m | 0.0024 | 18.6 | -41.4 | 18.6 | - | 6.4 | 18.6 |
| 72 | DeepSeek V4.1 Flash 1017 (Non-reasoning) DeepSeek |
2026-10-17 | $0.425 | 6.47m | 0.0230 | 18.5 | -41.5 | 18.5 | - | 16.3 | 18.5 | |
| 73 | ✓ | GPT-6 Luna (Medium) OpenAI |
2026-09-22 | $0.0422 | - | 0.0023 | 18.5 | -41.6 | 18.5 | - | 6.3 | 18.5 |
| 74 | Beam 1.0 Reflection |
2026-10-16 | $0.284 | 1.18m | 0.0160 | 17.7 | -42.3 | 17.7 | - | 14.5 | 17.7 | |
| 75 | Qwen3.8 27B (Medium) Alibaba |
2026-08-14 | $2.16 | 28.3m | 0.1235 | 17.5 | -42.5 | 17.5 | - | 23.3 | 17.5 | |
| 76 | Kimi K3 (Low) Kimi |
2026-07-16 | $2.37 | 12.9m | 0.1360 | 17.4 | -42.6 | 17.4 | - | 23.7 | 17.4 | |
| 77 | Qwen3.8 27B (Low) Alibaba |
2026-08-14 | $1.91 | 26.9m | 0.1215 | 15.7 | -44.3 | 15.7 | - | 22.8 | 15.7 | |
| 78 | Nemotron 3.5 Super VL NVIDIA |
2026-10-15 | $0.538 | 2.60m | 0.0395 | 13.6 | -46.4 | 13.6 | - | 17.3 | 13.6 | |
| 79 | Inkling Small Thinking Machines |
2026-07-30 | $0.203 | 2.44m | 0.0157 | 12.9 | -47.1 | 12.9 | - | 13.1 | 12.9 | |
| 80 | Inkling (Xhigh) Thinking Machines |
2026-07-15 | $1.35 | 3.02m | 0.1083 | 12.5 | -47.5 | 12.5 | - | 21.3 | 12.5 | |
| 81 | Nemotron 3 Ultra 550B A55B (Reasoning) NVIDIA |
2026-06-04 | $2.23 | 4.86m | 0.1893 | 11.8 | -48.3 | 11.8 | - | 23.5 | 11.8 | |
| 82 | Gemini 3.5 Flash-Lite |
2026-07-21 | $0.693 | 1.16m | 0.0594 | 11.7 | -48.4 | 11.7 | - | 18.4 | 11.7 | |
| 83 | Qwen3.8 27B (Non-reasoning) Alibaba |
2026-08-14 | $3.77 | 14.5m | 0.3761 | 10.0 | -50.0 | 10.0 | - | 25.8 | 10.0 | |
| 84 | ✓ | GPT-6 Luna (Low) OpenAI |
2026-09-22 | $0.00512 | 28s | 0.0005 | 9.7 | -50.4 | 9.7 | - | 0.0 | 9.7 |
| 85 | GPT-6 Luna (Non-reasoning) OpenAI |
2026-09-22 | $0.0714 | 1.51m | 0.0076 | 9.4 | -50.6 | 9.4 | - | 8.5 | 9.4 | |
| 86 | Muse Glimmer (High) Meta |
2026-08-10 | $0.161 | 3.73m | 0.0254 | 6.3 | -53.7 | 6.3 | - | 12.1 | 6.3 | |
| 87 | Nemotron 3.5 Lightning NVIDIA |
2026-08-11 | $0.290 | 2.81m | 0.0524 | 5.5 | -54.5 | 5.5 | - | 14.6 | 5.5 | |
| 88 | Granite 4.2 8B IBM |
2026-08-25 | $0.0405 | 13.3m | 0.0079 | 5.1 | -54.9 | 5.1 | - | 6.1 | 5.1 | |
| 89 | Mistral Small 4 (Reasoning) Mistral |
2026-03-16 | $0.0399 | 1.30m | 0.0093 | 4.3 | -55.7 | 4.3 | - | 6.0 | 4.3 |