Run #3260
success · fetched 2026-10-27 08:00:24 · 1.52 MB raw HTML · 202 models
Top quality: Claude Opus 5.5 (Max, Default Fallback) (57.6 pts)
Cost/task vs quality?
202 models · 21 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 Opus 5.5 (Max, Default Fallback) Anthropic |
2026-09-22 | $5.98 | 12.9m | 0.1038 | 57.6 | 0.0 | 57.6 | - | 27.8 | 57.6 |
| 2 | ✓ | Claude Sonnet 5.5 (Max, Default Fallback) Anthropic |
2026-09-28 | $5.46 | 15.0m | 0.0975 | 56.0 | -1.6 | 56.0 | - | 27.4 | 56.0 |
| 3 | ✓ | Claude Opus 5.5 (Xhigh, Default Fallback) Anthropic |
2026-09-22 | $3.46 | 8.26m | 0.0618 | 56.0 | -1.6 | 56.0 | - | 25.4 | 56.0 |
| 4 | ✓ | Kimi K3.1 Pro Kimi |
2026-10-23 | $2.11 | 18.3m | 0.0384 | 55.1 | -2.5 | 55.1 | - | 23.3 | 55.1 |
| 5 | ✓ | Claude Opus 5.5 (High, Default Fallback) Anthropic |
2026-09-22 | $1.82 | 4.64m | 0.0340 | 53.6 | -4.0 | 53.6 | - | 22.6 | 53.6 |
| 6 | Claude Fable 5.1 (Max, Default Fallback) Anthropic |
2026-09-01 | $7.63 | 12.1m | 0.1430 | 53.4 | -4.3 | 53.4 | - | 28.8 | 53.4 | |
| 7 | Claude Fable 5.1 (Xhigh, Default Fallback) Anthropic |
2026-09-01 | $5.98 | 9.96m | 0.1124 | 53.2 | -4.4 | 53.2 | - | 27.8 | 53.2 | |
| 8 | GPT-6 Astra (Max) OpenAI |
2026-09-03 | $3.26 | 6.64m | 0.0618 | 52.7 | -4.9 | 52.7 | - | 25.1 | 52.7 | |
| 9 | ✓ | Gemini 4 Argon (High) |
2026-09-30 | $1.62 | 12.1m | 0.0308 | 52.6 | -5.1 | 52.6 | - | 22.1 | 52.6 |
| 10 | Muse Wonder (Max) Meta |
2026-10-12 | $3.27 | 4.42m | 0.0624 | 52.4 | -5.2 | 52.4 | - | 25.1 | 52.4 | |
| 11 | GPT-6 Astra (Xhigh) OpenAI |
2026-09-03 | $2.31 | 4.10m | 0.0441 | 52.4 | -5.2 | 52.4 | - | 23.6 | 52.4 | |
| 12 | Claude Sonnet 5.5 (Xhigh, Default Fallback) Anthropic |
2026-09-28 | $2.01 | 7.11m | 0.0388 | 51.9 | -5.7 | 51.9 | - | 23.0 | 51.9 | |
| 13 | ✓ | GPT-6.1 Sol (Max) OpenAI |
2026-09-29 | $0.724 | 8.78m | 0.0140 | 51.8 | -5.8 | 51.8 | - | 18.6 | 51.8 |
| 14 | Claude Opus 5.5 (Medium, Default Fallback) Anthropic |
2026-09-22 | $1.34 | 3.32m | 0.0261 | 51.2 | -6.4 | 51.2 | - | 21.3 | 51.2 | |
| 15 | Claude Fable 5.1 (High, Default Fallback) Anthropic |
2026-09-01 | $3.91 | 6.78m | 0.0765 | 51.2 | -6.5 | 51.2 | - | 25.9 | 51.2 | |
| 16 | ✓ | GPT-6.1 Sol (Xhigh) OpenAI |
2026-09-29 | $0.393 | 4.35m | 0.0077 | 51.0 | -6.6 | 51.0 | - | 15.9 | 51.0 |
| 17 | GPT-6 Astra (High) OpenAI |
2026-09-03 | $1.73 | 3.08m | 0.0339 | 50.9 | -6.7 | 50.9 | - | 22.4 | 50.9 | |
| 18 | Claude Opus 5 (Max) Anthropic |
2026-07-24 | $5.86 | 14.2m | 0.1154 | 50.8 | -6.8 | 50.8 | - | 27.7 | 50.8 | |
| 19 | ✓ | GPT-6.1 Sol (High) OpenAI |
2026-09-29 | $0.319 | 3.81m | 0.0064 | 50.2 | -7.4 | 50.2 | - | 15.0 | 50.2 |
| 20 | Claude Opus 5 (Xhigh) Anthropic |
2026-07-24 | $4.88 | 11.8m | 0.0982 | 49.7 | -7.9 | 49.7 | - | 26.9 | 49.7 | |
| 21 | Claude Fable 5 (Max, Opus 4.8 Fallback) Anthropic |
2026-06-09 | $8.75 | 10.4m | 0.1762 | 49.6 | -8.0 | 49.6 | - | 29.4 | 49.6 | |
| 22 | GPT-6 Astra (Medium) OpenAI |
2026-09-03 | $1.54 | 2.87m | 0.0311 | 49.6 | -8.1 | 49.6 | - | 21.9 | 49.6 | |
| 23 | Claude Fable 5.1 (Medium, Default Fallback) Anthropic |
2026-09-01 | $2.98 | 4.95m | 0.0610 | 48.9 | -8.7 | 48.9 | - | 24.7 | 48.9 | |
| 24 | Claude Opus 5 (High) Anthropic |
2026-07-24 | $3.61 | 8.94m | 0.0751 | 48.1 | -9.5 | 48.1 | - | 25.6 | 48.1 | |
| 25 | GPT-6.1 Terra (Max) OpenAI |
2026-10-26 | $0.403 | 6.41m | 0.0084 | 48.1 | -9.5 | 48.1 | - | 16.1 | 48.1 | |
| 26 | Muse Spark 1.3 (Max) Meta |
2026-09-02 | $1.31 | 5.87m | 0.0273 | 48.1 | -9.5 | 48.1 | - | 21.2 | 48.1 | |
| 27 | ✓ | GPT-6.1 Sol (Medium) OpenAI |
2026-09-29 | $0.214 | 2.52m | 0.0045 | 47.8 | -9.8 | 47.8 | - | 13.3 | 47.8 |
| 28 | GPT-6 Sol (Max) OpenAI |
2026-09-22 | $1.04 | 4.16m | 0.0219 | 47.6 | -10.0 | 47.6 | - | 20.2 | 47.6 | |
| 29 | GPT-5.6 Sol (Max) OpenAI |
2026-07-09 | $1.99 | 5.87m | 0.0423 | 47.0 | -10.6 | 47.0 | - | 23.0 | 47.0 | |
| 30 | Claude Fable 5.1 (Low, Default Fallback) Anthropic |
2026-09-01 | $2.37 | 3.97m | 0.0506 | 46.8 | -10.8 | 46.8 | - | 23.7 | 46.8 | |
| 31 | Claude Sonnet 5.5 (High, Default Fallback) Anthropic |
2026-09-28 | $0.884 | 3.59m | 0.0189 | 46.8 | -10.9 | 46.8 | - | 19.5 | 46.8 | |
| 32 | Grok 4.7 (Xhigh) SpaceXAI |
2026-09-21 | $3.24 | 14.5m | 0.0697 | 46.4 | -11.2 | 46.4 | - | 25.1 | 46.4 | |
| 33 | Grok 4.7 (High) SpaceXAI |
2026-09-21 | $2.36 | 12.1m | 0.0510 | 46.3 | -11.3 | 46.3 | - | 23.7 | 46.3 | |
| 34 | ✓ | MiMo-V2.6-Pro Xiaomi |
2026-09-21 | $0.133 | 17.0m | 0.0029 | 46.3 | -11.3 | 46.3 | - | 11.2 | 46.3 |
| 35 | GPT-6 Astra (Low) OpenAI |
2026-09-03 | $0.818 | 1.46m | 0.0179 | 45.8 | -11.8 | 45.8 | - | 19.1 | 45.8 | |
| 36 | Qwen3.8 Max (0902) Alibaba |
2026-09-02 | $5.41 | 33.9m | 0.1191 | 45.4 | -12.2 | 45.4 | - | 27.3 | 45.4 | |
| 37 | GPT-6.1 Terra (Xhigh) OpenAI |
2026-10-26 | $0.194 | 2.66m | 0.0043 | 45.4 | -12.3 | 45.4 | - | 12.9 | 45.4 | |
| 38 | DeepSeek V4.1 Flash 1017 (Max) DeepSeek |
2026-10-17 | $0.262 | 6.54m | 0.0058 | 45.1 | -12.5 | 45.1 | - | 14.2 | 45.1 | |
| 39 | Muse Spark 1.3 (Xhigh) Meta |
2026-09-02 | $1.12 | 3.13m | 0.0248 | 45.1 | -12.5 | 45.1 | - | 20.5 | 45.1 | |
| 40 | Claude Opus 5 (Medium) Anthropic |
2026-07-24 | $2.19 | 5.69m | 0.0488 | 44.8 | -12.8 | 44.8 | - | 23.4 | 44.8 | |
| 41 | GLM-5.3 (Max) Z AI |
2026-08-18 | $2.01 | 10.6m | 0.0448 | 44.8 | -12.8 | 44.8 | - | 23.0 | 44.8 | |
| 42 | Grok 4.6 (High) SpaceXAI |
2026-08-12 | $1.48 | 7.82m | 0.0335 | 44.3 | -13.3 | 44.3 | - | 21.7 | 44.3 | |
| 43 | GPT-6 Sol (Xhigh) OpenAI |
2026-09-22 | $0.521 | 2.35m | 0.0118 | 44.2 | -13.4 | 44.2 | - | 17.2 | 44.2 | |
| 44 | Grok 4.6 (Xhigh) SpaceXAI |
2026-08-12 | $1.75 | 7.95m | 0.0396 | 44.2 | -13.4 | 44.2 | - | 22.4 | 44.2 | |
| 45 | GPT-5.6 Sol (Xhigh) OpenAI |
2026-07-09 | $1.18 | 4.06m | 0.0269 | 44.0 | -13.6 | 44.0 | - | 20.7 | 44.0 | |
| 46 | Ling 3.1 Flash 1019 InclusionAI |
2026-10-22 | $1.49 | - | 0.0339 | 43.9 | -13.7 | 43.9 | - | 21.7 | 43.9 | |
| 47 | GPT-6.1 Terra (High) OpenAI |
2026-10-26 | $0.134 | 1.60m | 0.0031 | 43.9 | -13.8 | 43.9 | - | 11.3 | 43.9 | |
| 48 | Step 5 Preview StepFun |
2026-09-18 | $1.03 | 4.91m | 0.0235 | 43.7 | -13.9 | 43.7 | - | 20.1 | 43.7 | |
| 49 | Kimi K3 (Max) Kimi |
2026-07-16 | $2.00 | 14.1m | 0.0459 | 43.6 | -14.0 | 43.6 | - | 23.0 | 43.6 | |
| 50 | Claude Haiku 5.5 (Max) Anthropic |
2026-10-07 | $0.213 | 7.10m | 0.0049 | 43.4 | -14.2 | 43.4 | - | 13.3 | 43.4 | |
| 51 | Grok 4.6 (Medium) SpaceXAI |
2026-08-12 | $1.14 | 6.70m | 0.0267 | 42.8 | -14.8 | 42.8 | - | 20.6 | 42.8 | |
| 52 | MiniMax-M3.1-Flash MiniMax |
2026-10-19 | $0.220 | 9.61m | 0.0052 | 42.7 | -14.9 | 42.7 | - | 13.4 | 42.7 | |
| 53 | GPT-6 Sol (High) OpenAI |
2026-09-22 | $0.373 | 1.48m | 0.0088 | 42.4 | -15.2 | 42.4 | - | 15.7 | 42.4 | |
| 54 | GPT-5.6 Sol (High) OpenAI |
2026-07-09 | $0.808 | 2.68m | 0.0191 | 42.3 | -15.3 | 42.3 | - | 19.1 | 42.3 | |
| 55 | Claude Opus 5.5 (Low, Default Fallback) Anthropic |
2026-09-22 | $0.551 | 1.32m | 0.0130 | 42.3 | -15.3 | 42.3 | - | 17.4 | 42.3 | |
| 56 | Grok 4.7 (Low) SpaceXAI |
2026-09-21 | $1.03 | 5.88m | 0.0244 | 42.2 | -15.4 | 42.2 | - | 20.1 | 42.2 | |
| 57 | ✓ | GPT-6.1 Sol (Low) OpenAI |
2026-09-29 | $0.131 | 1.32m | 0.0031 | 42.1 | -15.5 | 42.1 | - | 11.2 | 42.1 |
| 58 | GPT-5.6 Terra (Max) OpenAI |
2026-07-09 | $1.40 | 4.56m | 0.0332 | 42.1 | -15.5 | 42.1 | - | 21.5 | 42.1 | |
| 59 | GLM-5.3-Flash Z AI |
2026-08-26 | $0.284 | 12.1m | 0.0068 | 41.8 | -15.8 | 41.8 | - | 14.5 | 41.8 | |
| 60 | Claude Opus 4.8 (Max) Anthropic |
2026-05-28 | $4.08 | 11.6m | 0.0977 | 41.8 | -15.8 | 41.8 | - | 26.1 | 41.8 | |
| 61 | ✓ | GPT-6.1 Terra (Medium) OpenAI |
2026-10-26 | $0.0953 | 1.06m | 0.0023 | 41.3 | -16.3 | 41.3 | - | 9.8 | 41.3 |
| 62 | Claude Haiku 5.5 (Xhigh) Anthropic |
2026-10-07 | $0.124 | 4.81m | 0.0030 | 41.2 | -16.4 | 41.2 | - | 10.9 | 41.2 | |
| 63 | Ling 3.1 Flash InclusionAI |
2026-10-01 | $1.01 | 5.99m | 0.0246 | 41.1 | -16.5 | 41.1 | - | 20.0 | 41.1 | |
| 64 | Gemini 3.8 Flash (High) |
2026-09-02 | $3.49 | 8.66m | 0.0852 | 40.9 | -16.7 | 40.9 | - | 25.4 | 40.9 | |
| 65 | Claude Sonnet 5.5 (Medium, Default Fallback) Anthropic |
2026-09-28 | $0.483 | 2.02m | 0.0118 | 40.8 | -16.8 | 40.8 | - | 16.8 | 40.8 | |
| 66 | Qwen3.8 Max Alibaba |
2026-08-03 | $2.67 | 19.6m | 0.0665 | 40.2 | -17.5 | 40.2 | - | 24.3 | 40.2 | |
| 67 | Qwen3.8 2.4T A95B Alibaba |
2026-08-12 | $2.16 | 21.3m | 0.0540 | 39.9 | -17.7 | 39.9 | - | 23.3 | 39.9 | |
| 68 | Qwen3.8-Flash-Next Alibaba |
2026-08-26 | $0.372 | 25.1m | 0.0093 | 39.8 | -17.8 | 39.8 | - | 15.7 | 39.8 | |
| 69 | GPT-6 Sol (Medium) OpenAI |
2026-09-22 | $0.247 | - | 0.0062 | 39.8 | -17.8 | 39.8 | - | 13.9 | 39.8 | |
| 70 | Gemini 3.8 Flash (Medium) |
2026-09-02 | $2.59 | - | 0.0652 | 39.8 | -17.8 | 39.8 | - | 24.1 | 39.8 | |
| 71 | Muse Spark 1.2 (Xhigh) Meta |
2026-08-05 | $0.812 | 2.69m | 0.0205 | 39.6 | -18.0 | 39.6 | - | 19.1 | 39.6 | |
| 72 | DeepSeek V4.1 Flash (Max) DeepSeek |
2026-09-10 | $0.318 | 6.25m | 0.0081 | 39.5 | -18.2 | 39.5 | - | 15.0 | 39.5 | |
| 73 | Claude Opus 5 (Low) Anthropic |
2026-07-24 | $1.10 | 2.84m | 0.0279 | 39.4 | -18.3 | 39.4 | - | 20.4 | 39.4 | |
| 74 | GPT-5.6 Sol (Medium) OpenAI |
2026-07-09 | $0.505 | 1.66m | 0.0129 | 39.2 | -18.4 | 39.2 | - | 17.0 | 39.2 | |
| 75 | Muse Spark Open (Xhigh) Meta |
2026-10-15 | $0.844 | 3.30m | 0.0217 | 38.9 | -18.8 | 38.9 | - | 19.3 | 38.9 | |
| 76 | Grok 4.5 (High) SpaceXAI |
2026-07-08 | $0.760 | 6.78m | 0.0196 | 38.8 | -18.8 | 38.8 | - | 18.8 | 38.8 | |
| 77 | Mistral Large 4 Preview Mistral |
2026-10-06 | $1.61 | 8.69m | 0.0418 | 38.4 | -19.2 | 38.4 | - | 22.1 | 38.4 | |
| 78 | GPT-5.5 (Xhigh) OpenAI |
2026-04-23 | $2.10 | 4.37m | 0.0547 | 38.4 | -19.3 | 38.4 | - | 23.2 | 38.4 | |
| 79 | Claude Sonnet 5 (Max) Anthropic |
2026-06-30 | $5.09 | 14.9m | 0.1334 | 38.2 | -19.5 | 38.2 | - | 27.1 | 38.2 | |
| 80 | ✓ | GPT-6 Luna (Max) OpenAI |
2026-09-22 | $0.0678 | 6.61m | 0.0018 | 38.1 | -19.5 | 38.1 | - | 8.3 | 38.1 |
| 81 | GPT-5.6 Terra (Xhigh) OpenAI |
2026-07-09 | $0.632 | 2.88m | 0.0166 | 38.0 | -19.7 | 38.0 | - | 18.0 | 38.0 | |
| 82 | ✓ | MiMo-V2.6-Flash Xiaomi |
2026-09-21 | $0.0624 | 22.7m | 0.0016 | 37.9 | -19.7 | 37.9 | - | 8.0 | 37.9 |
| 83 | Claude Haiku 5.5 (High) Anthropic |
2026-10-07 | $0.0794 | 3.16m | 0.0021 | 37.8 | -19.8 | 37.8 | - | 9.0 | 37.8 | |
| 84 | GPT-5.6 Luna (Max) OpenAI |
2026-07-09 | $0.178 | 5.40m | 0.0048 | 37.3 | -20.3 | 37.3 | - | 12.5 | 37.3 | |
| 85 | GPT-5.5 (High) OpenAI |
2026-04-23 | $1.40 | 2.96m | 0.0379 | 37.0 | -20.6 | 37.0 | - | 21.5 | 37.0 | |
| 86 | ✓ | GPT-6.1 Terra (Low) OpenAI |
2026-10-26 | $0.0546 | 29s | 0.0015 | 36.2 | -21.4 | 36.2 | - | 7.4 | 36.2 |
| 87 | DeepSeek V4 Pro 0813 (Max) DeepSeek |
2026-08-13 | $0.674 | 6.77m | 0.0187 | 36.0 | -21.6 | 36.0 | - | 18.3 | 36.0 | |
| 88 | Claude Sonnet 5.5 (Low, Default Fallback) Anthropic |
2026-09-28 | $0.345 | 1.39m | 0.0096 | 35.9 | -21.8 | 35.9 | - | 15.4 | 35.9 | |
| 89 | Grok 4.6 (Low) SpaceXAI |
2026-08-12 | $0.376 | 2.37m | 0.0107 | 35.1 | -22.5 | 35.1 | - | 15.7 | 35.1 | |
| 90 | DeepSeek V4 Flash Vision (Max) DeepSeek |
2026-08-21 | $1.04 | 4.79m | 0.0298 | 34.8 | -22.8 | 34.8 | - | 20.2 | 34.8 | |
| 91 | ✓ | GPT-6 Luna (Xhigh) OpenAI |
2026-09-22 | $0.0422 | 3.65m | 0.0012 | 34.6 | -23.1 | 34.6 | - | 6.3 | 34.6 |
| 92 | GPT-5.6 Luna (Xhigh) OpenAI |
2026-07-09 | $0.0853 | 3.22m | 0.0025 | 34.6 | -23.1 | 34.6 | - | 9.3 | 34.6 | |
| 93 | Claude Haiku 5.5 (Medium) Anthropic |
2026-10-07 | $0.0470 | 1.99m | 0.0014 | 34.5 | -23.2 | 34.5 | - | 6.7 | 34.5 | |
| 94 | Claude Sonnet 5 (Xhigh) Anthropic |
2026-06-30 | $2.87 | 9.25m | 0.0835 | 34.4 | -23.2 | 34.4 | - | 24.6 | 34.4 | |
| 95 | DeepSeek V4 Flash 0731 (Max) DeepSeek |
2026-07-31 | $0.150 | 6.81m | 0.0044 | 34.3 | -23.3 | 34.3 | - | 11.8 | 34.3 | |
| 96 | GLM-5.3 (Low) Z AI |
2026-08-18 | $0.852 | 5.55m | 0.0248 | 34.3 | -23.3 | 34.3 | - | 19.3 | 34.3 | |
| 97 | GPT-5.6 Terra (High) OpenAI |
2026-07-09 | $0.338 | 1.55m | 0.0099 | 34.2 | -23.4 | 34.2 | - | 15.3 | 34.2 | |
| 98 | GPT-6 Sol (Low) OpenAI |
2026-09-22 | $0.133 | 30s | 0.0039 | 34.2 | -23.5 | 34.2 | - | 11.2 | 34.2 | |
| 99 | Gemini 3.6 Flash (High) |
2026-07-21 | $1.60 | 3.33m | 0.0471 | 34.0 | -23.6 | 34.0 | - | 22.0 | 34.0 | |
| 100 | GPT-5.5 (Medium) OpenAI |
2026-04-23 | $0.766 | 1.77m | 0.0226 | 33.8 | -23.8 | 33.8 | - | 18.8 | 33.8 |