Run #2481
success · fetched 2026-09-23 19:00:27 · 1.36 MB raw HTML · 151 models
Top quality: Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (57.6 pts)
Cost/task vs quality?
151 models · 13 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 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic |
2026-09-22 | $5.98 | - | 0.1038 | 57.6 | 0.0 | 57.6 | - | 27.8 | 57.6 |
| 2 | ✓ | Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic |
2026-09-17 | $3.46 | 7.39m | 0.0618 | 56.0 | -1.6 | 56.0 | - | 25.4 | 56.0 |
| 3 | ✓ | Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic |
2026-09-17 | $1.82 | 4.27m | 0.0340 | 53.6 | -4.0 | 53.6 | - | 22.6 | 53.6 |
| 4 | Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic |
2026-09-01 | $7.63 | 12.1m | 0.1430 | 53.4 | -4.3 | 53.4 | - | 28.8 | 53.4 | |
| 5 | Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic |
2026-09-01 | $5.98 | 10.0m | 0.1124 | 53.2 | -4.4 | 53.2 | - | 27.8 | 53.2 | |
| 6 | GPT-6 Astra (max) OpenAI |
2026-09-03 | $3.26 | 8.58m | 0.0618 | 52.7 | -4.9 | 52.7 | - | 25.1 | 52.7 | |
| 7 | GPT-6 Astra (xhigh) OpenAI |
2026-09-03 | $2.31 | 5.33m | 0.0441 | 52.4 | -5.2 | 52.4 | - | 23.6 | 52.4 | |
| 8 | ✓ | Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic |
2026-09-17 | $1.34 | 3.43m | 0.0261 | 51.2 | -6.4 | 51.2 | - | 21.3 | 51.2 |
| 9 | Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic |
2026-09-01 | $3.91 | 7.10m | 0.0765 | 51.2 | -6.5 | 51.2 | - | 25.9 | 51.2 | |
| 10 | GPT-6 Astra (high) OpenAI |
2026-09-03 | $1.73 | 3.94m | 0.0339 | 50.9 | -6.7 | 50.9 | - | 22.4 | 50.9 | |
| 11 | Claude Opus 5 (Adaptive Reasoning, Max Effort) Anthropic |
2026-07-24 | $5.86 | 13.4m | 0.1154 | 50.8 | -6.8 | 50.8 | - | 27.7 | 50.8 | |
| 12 | Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) Anthropic |
2026-07-24 | $4.88 | 12.2m | 0.0982 | 49.7 | -7.9 | 49.7 | - | 26.9 | 49.7 | |
| 13 | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) Anthropic |
2026-06-09 | $8.75 | 9.94m | 0.1762 | 49.6 | -8.0 | 49.6 | - | 29.4 | 49.6 | |
| 14 | GPT-6 Astra (medium) OpenAI |
2026-09-03 | $1.54 | 3.43m | 0.0311 | 49.6 | -8.1 | 49.6 | - | 21.9 | 49.6 | |
| 15 | Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic |
2026-09-01 | $2.98 | 5.30m | 0.0610 | 48.9 | -8.7 | 48.9 | - | 24.7 | 48.9 | |
| 16 | Claude Opus 5 (Adaptive Reasoning, High Effort) Anthropic |
2026-07-24 | $3.61 | 8.63m | 0.0751 | 48.1 | -9.5 | 48.1 | - | 25.6 | 48.1 | |
| 17 | Muse Spark 1.3 (max) Meta |
2026-09-02 | $1.60 | 4.32m | 0.0334 | 48.1 | -9.5 | 48.1 | - | 22.1 | 48.1 | |
| 18 | ✓ | GPT-6 Sol (max) OpenAI |
2026-09-22 | $1.06 | 4.34m | 0.0222 | 47.5 | -10.1 | 47.5 | - | 20.2 | 47.5 |
| 19 | GPT-5.6 Sol (max) OpenAI |
2026-07-09 | $1.99 | 6.00m | 0.0423 | 47.0 | -10.6 | 47.0 | - | 23.0 | 47.0 | |
| 20 | Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic |
2026-09-01 | $2.37 | 4.08m | 0.0506 | 46.8 | -10.8 | 46.8 | - | 23.7 | 46.8 | |
| 21 | Grok 4.7 (xhigh) SpaceXAI |
2026-09-21 | $3.74 | 18.7m | 0.0805 | 46.4 | -11.2 | 46.4 | - | 25.7 | 46.4 | |
| 22 | Grok 4.7 (high) SpaceXAI |
2026-09-21 | $2.73 | 15.2m | 0.0588 | 46.3 | -11.3 | 46.3 | - | 24.4 | 46.3 | |
| 23 | ✓ | MiMo-V2.6-Pro Xiaomi |
2026-09-21 | $0.133 | 17.5m | 0.0029 | 46.3 | -11.3 | 46.3 | - | 11.2 | 46.3 |
| 24 | GPT-6 Astra (low) OpenAI |
2026-09-03 | $0.818 | 1.62m | 0.0179 | 45.8 | -11.8 | 45.8 | - | 19.1 | 45.8 | |
| 25 | Qwen3.8 Max (0902) Alibaba |
2026-09-02 | $5.41 | 33.1m | 0.1191 | 45.4 | -12.2 | 45.4 | - | 27.3 | 45.4 | |
| 26 | Muse Spark 1.3 (xhigh) Meta |
2026-09-02 | $1.37 | 3.79m | 0.0303 | 45.1 | -12.5 | 45.1 | - | 21.4 | 45.1 | |
| 27 | Claude Opus 5 (Adaptive Reasoning, Medium Effort) Anthropic |
2026-07-24 | $2.19 | 5.35m | 0.0488 | 44.8 | -12.8 | 44.8 | - | 23.4 | 44.8 | |
| 28 | GLM-5.3 (max) Z AI |
2026-08-18 | $2.01 | 16.1m | 0.0448 | 44.8 | -12.8 | 44.8 | - | 23.0 | 44.8 | |
| 29 | Grok 4.6 (high) SpaceXAI |
2026-08-12 | $1.86 | 9.51m | 0.0420 | 44.3 | -13.3 | 44.3 | - | 22.7 | 44.3 | |
| 30 | Grok 4.6 (xhigh) SpaceXAI |
2026-08-12 | $2.32 | 11.0m | 0.0526 | 44.2 | -13.4 | 44.2 | - | 23.7 | 44.2 | |
| 31 | GPT-6 Sol (xhigh) OpenAI |
2026-09-22 | $0.532 | 2.52m | 0.0121 | 44.1 | -13.5 | 44.1 | - | 17.3 | 44.1 | |
| 32 | GPT-5.6 Sol (xhigh) OpenAI |
2026-07-09 | $1.18 | 4.74m | 0.0269 | 44.0 | -13.6 | 44.0 | - | 20.7 | 44.0 | |
| 33 | Step 5 Preview StepFun |
2026-09-18 | $0.716 | 11.9m | 0.0164 | 43.7 | -13.9 | 43.7 | - | 18.5 | 43.7 | |
| 34 | Kimi K3 (max) Kimi |
2026-07-16 | $2.00 | 20.0m | 0.0459 | 43.6 | -14.0 | 43.6 | - | 23.0 | 43.6 | |
| 35 | Grok 4.6 (medium) SpaceXAI |
2026-08-12 | $1.50 | 7.93m | 0.0349 | 42.8 | -14.8 | 42.8 | - | 21.8 | 42.8 | |
| 36 | GPT-6 Sol (high) OpenAI |
2026-09-22 | $0.375 | 1.59m | 0.0087 | 42.8 | -14.8 | 42.8 | - | 15.7 | 42.8 | |
| 37 | GPT-5.6 Sol (high) OpenAI |
2026-07-09 | $0.808 | 3.10m | 0.0191 | 42.3 | -15.3 | 42.3 | - | 19.1 | 42.3 | |
| 38 | Claude Opus 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic |
2026-09-17 | $0.551 | 1.36m | 0.0130 | 42.3 | -15.3 | 42.3 | - | 17.4 | 42.3 | |
| 39 | GPT-5.6 Terra (max) OpenAI |
2026-07-09 | $1.40 | 7.73m | 0.0332 | 42.1 | -15.5 | 42.1 | - | 21.5 | 42.1 | |
| 40 | GLM 5.3 Flash Z AI |
2026-08-26 | $0.253 | 15.4m | 0.0061 | 41.8 | -15.8 | 41.8 | - | 14.0 | 41.8 | |
| 41 | Claude Opus 4.8 (Adaptive Reasoning, Max Effort) Anthropic |
2026-05-28 | $4.08 | 12.0m | 0.0977 | 41.8 | -15.8 | 41.8 | - | 26.1 | 41.8 | |
| 42 | Gemini 3.8 Flash (high) |
2026-09-02 | $1.24 | 3.91m | 0.0304 | 40.9 | -16.7 | 40.9 | - | 20.9 | 40.9 | |
| 43 | Qwen3.8 Max Alibaba |
2026-08-03 | $2.67 | 19.7m | 0.0665 | 40.2 | -17.5 | 40.2 | - | 24.3 | 40.2 | |
| 44 | Qwen3.8 2.4T A95B Alibaba |
2026-08-12 | $2.16 | 20.6m | 0.0541 | 39.9 | -17.7 | 39.9 | - | 23.3 | 39.9 | |
| 45 | Qwen3.8-Flash-Next Alibaba |
2026-08-26 | $0.372 | 25.2m | 0.0093 | 39.8 | -17.8 | 39.8 | - | 15.7 | 39.8 | |
| 46 | GPT-6 Sol (medium) OpenAI |
2026-09-22 | $0.248 | 60s | 0.0062 | 39.8 | -17.8 | 39.8 | - | 13.9 | 39.8 | |
| 47 | Gemini 3.8 Flash (medium) |
2026-09-02 | $0.931 | - | 0.0234 | 39.8 | -17.8 | 39.8 | - | 19.7 | 39.8 | |
| 48 | Muse Spark 1.2 (xhigh) Meta |
2026-08-05 | $0.975 | 4.54m | 0.0246 | 39.6 | -18.0 | 39.6 | - | 19.9 | 39.6 | |
| 49 | DeepSeek V4.1 Flash (Reasoning, Max Effort) DeepSeek |
2026-09-10 | $0.265 | 4.88m | 0.0067 | 39.5 | -18.2 | 39.5 | - | 14.2 | 39.5 | |
| 50 | Claude Opus 5 (Adaptive Reasoning, Low Effort) Anthropic |
2026-07-24 | $1.10 | 2.84m | 0.0279 | 39.4 | -18.3 | 39.4 | - | 20.4 | 39.4 | |
| 51 | GPT-5.6 Sol (medium) OpenAI |
2026-07-09 | $0.505 | 2.00m | 0.0129 | 39.2 | -18.4 | 39.2 | - | 17.0 | 39.2 | |
| 52 | Gemini 3.7 Flash (high) |
2026-08-13 | $0.925 | 3.15m | 0.0237 | 39.1 | -18.6 | 39.1 | - | 19.7 | 39.1 | |
| 53 | Grok 4.5 (high) SpaceXAI |
2026-07-08 | $1.04 | 8.03m | 0.0267 | 38.8 | -18.8 | 38.8 | - | 20.2 | 38.8 | |
| 54 | GPT-5.5 (xhigh) OpenAI |
2026-04-23 | $2.63 | 4.02m | 0.0687 | 38.4 | -19.3 | 38.4 | - | 24.2 | 38.4 | |
| 55 | Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Anthropic |
2026-06-30 | $5.09 | 14.3m | 0.1334 | 38.2 | -19.5 | 38.2 | - | 27.1 | 38.2 | |
| 56 | GPT-5.6 Terra (xhigh) OpenAI |
2026-07-09 | $0.632 | 4.17m | 0.0166 | 38.0 | -19.7 | 38.0 | - | 18.0 | 38.0 | |
| 57 | GPT-5.6 Luna (max) OpenAI |
2026-07-09 | $0.178 | 4.85m | 0.0048 | 37.3 | -20.3 | 37.3 | - | 12.5 | 37.3 | |
| 58 | ✓ | GPT-6 Luna (max) OpenAI |
2026-09-22 | $0.0681 | 5.73m | 0.0018 | 37.3 | -20.4 | 37.3 | - | 8.3 | 37.3 |
| 59 | GPT-5.5 (high) OpenAI |
2026-04-23 | $1.54 | 2.95m | 0.0417 | 37.0 | -20.6 | 37.0 | - | 21.9 | 37.0 | |
| 60 | DeepSeek V4 Pro 0813 (Reasoning, Max Effort) DeepSeek |
2026-08-13 | $0.674 | 10.3m | 0.0187 | 36.0 | -21.6 | 36.0 | - | 18.3 | 36.0 | |
| 61 | Grok 4.6 (low) SpaceXAI |
2026-08-12 | $0.475 | 2.93m | 0.0135 | 35.1 | -22.5 | 35.1 | - | 16.8 | 35.1 | |
| 62 | DeepSeek V4 Flash Vision (Reasoning, Max Effort) DeepSeek |
2026-08-21 | $0.314 | 3.81m | 0.0090 | 34.8 | -22.8 | 34.8 | - | 15.0 | 34.8 | |
| 63 | GPT-5.6 Luna (xhigh) OpenAI |
2026-07-09 | $0.0853 | 3.14m | 0.0025 | 34.6 | -23.1 | 34.6 | - | 9.3 | 34.6 | |
| 64 | Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) Anthropic |
2026-06-30 | $2.87 | 9.32m | 0.0835 | 34.4 | -23.2 | 34.4 | - | 24.6 | 34.4 | |
| 65 | DeepSeek V4 Flash 0731 (Reasoning, Max Effort) DeepSeek |
2026-07-31 | $0.220 | 3.27m | 0.0064 | 34.3 | -23.3 | 34.3 | - | 13.4 | 34.3 | |
| 66 | GPT-5.6 Terra (high) OpenAI |
2026-07-09 | $0.338 | 2.37m | 0.0099 | 34.2 | -23.4 | 34.2 | - | 15.3 | 34.2 | |
| 67 | Gemini 3.6 Flash (high) |
2026-07-21 | $0.929 | 3.30m | 0.0273 | 34.0 | -23.6 | 34.0 | - | 19.7 | 34.0 | |
| 68 | GPT-6 Sol (low) OpenAI |
2026-09-22 | $0.132 | 33s | 0.0039 | 33.9 | -23.7 | 33.9 | - | 11.2 | 33.9 | |
| 69 | ✓ | GPT-6 Luna (xhigh) OpenAI |
2026-09-22 | $0.0417 | 3.45m | 0.0012 | 33.9 | -23.7 | 33.9 | - | 6.2 | 33.9 |
| 70 | GPT-5.5 (medium) OpenAI |
2026-04-23 | $0.902 | 1.81m | 0.0267 | 33.8 | -23.8 | 33.8 | - | 19.6 | 33.8 | |
| 71 | Muse Spark 1.1 (xhigh) Meta |
2026-07-09 | $1.38 | - | 0.0409 | 33.7 | -23.9 | 33.7 | - | 21.4 | 33.7 | |
| 72 | GLM-5.2 (max) Z AI |
2026-06-16 | $0.965 | 13.0m | 0.0286 | 33.7 | -23.9 | 33.7 | - | 19.8 | 33.7 | |
| 73 | Qwen3.8 27B (xhigh) Alibaba |
2026-08-14 | $1.01 | 19.2m | 0.0299 | 33.7 | -23.9 | 33.7 | - | 20.0 | 33.7 | |
| 74 | GPT-5.6 Sol (low) OpenAI |
2026-07-09 | $0.261 | 1.06m | 0.0078 | 33.5 | -24.1 | 33.5 | - | 14.2 | 33.5 | |
| 75 | Gemini 3.5 Flash (high) |
2026-05-19 | $1.56 | 4.04m | 0.0479 | 32.6 | -25.0 | 32.6 | - | 21.9 | 32.6 | |
| 76 | ✓ | GPT-6 Luna (high) OpenAI |
2026-09-22 | $0.0286 | 2.53m | 0.0009 | 32.1 | -25.5 | 32.1 | - | 4.6 | 32.1 |
| 77 | GPT-5.6 Luna (high) OpenAI |
2026-07-09 | $0.0440 | 1.90m | 0.0014 | 32.1 | -25.5 | 32.1 | - | 6.4 | 32.1 | |
| 78 | Claude Sonnet 5 (Adaptive Reasoning, High Effort) Anthropic |
2026-06-30 | $1.79 | 6.76m | 0.0566 | 31.7 | -26.0 | 31.7 | - | 22.5 | 31.7 | |
| 79 | DeepSeek V4 Pro 0424 (Reasoning, Max Effort) DeepSeek |
2026-04-24 | $0.122 | 8.50m | 0.0040 | 30.4 | -27.2 | 30.4 | - | 10.8 | 30.4 | |
| 80 | GPT-5.6 Terra (medium) OpenAI |
2026-07-09 | $0.183 | 1.13m | 0.0061 | 30.1 | -27.5 | 30.1 | - | 12.6 | 30.1 | |
| 81 | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) Anthropic |
2026-02-17 | $2.49 | 20.8m | 0.0827 | 30.1 | -27.6 | 30.1 | - | 24.0 | 30.1 | |
| 82 | Gemini 3.1 Pro Preview |
2026-02-19 | $0.675 | 2.49m | 0.0227 | 29.7 | -27.9 | 29.7 | - | 18.3 | 29.7 | |
| 83 | ✓ | GPT-6 Luna (medium) OpenAI |
2026-09-22 | $0.0173 | 1.33m | 0.0006 | 29.5 | -28.2 | 29.5 | - | 2.4 | 29.5 |
| 84 | Qwen3.7 Max Alibaba |
2026-05-19 | $1.15 | 2.25m | 0.0389 | 29.5 | -28.2 | 29.5 | - | 20.6 | 29.5 | |
| 85 | MiniMax-M3 MiniMax |
2026-06-01 | $0.508 | 7.15m | 0.0174 | 29.2 | -28.4 | 29.2 | - | 17.1 | 29.2 | |
| 86 | GPT-6 Sol (Non-reasoning) OpenAI |
2026-09-22 | $0.331 | 47s | 0.0118 | 28.1 | -29.5 | 28.1 | - | 15.2 | 28.1 | |
| 87 | Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) Anthropic |
2026-06-30 | $0.999 | 4.32m | 0.0356 | 28.1 | -29.6 | 28.1 | - | 20.0 | 28.1 | |
| 88 | Qwen3.8 27B (medium) Alibaba |
2026-08-14 | $1.13 | 15.8m | 0.0411 | 27.6 | -30.1 | 27.6 | - | 20.5 | 27.6 | |
| 89 | GPT-5.6 Terra (low) OpenAI |
2026-07-09 | $0.144 | 51s | 0.0053 | 27.5 | -30.1 | 27.5 | - | 11.6 | 27.5 | |
| 90 | Kimi K2.6 Kimi |
2026-04-20 | $0.800 | 20.4m | 0.0296 | 27.0 | -30.6 | 27.0 | - | 19.0 | 27.0 | |
| 91 | Quasar 438B (max, based on GLM-5.2) Multiverse Computing |
2026-08-10 | $2.02 | 7.85m | 0.0757 | 26.7 | -30.9 | 26.7 | - | 23.1 | 26.7 | |
| 92 | Qwen3.8 27B (low) Alibaba |
2026-08-14 | $1.05 | 13.8m | 0.0400 | 26.2 | -31.4 | 26.2 | - | 20.2 | 26.2 | |
| 93 | GLM-5.1 (Reasoning) Z AI |
2026-04-07 | $1.02 | 17.4m | 0.0391 | 26.1 | -31.6 | 26.1 | - | 20.1 | 26.1 | |
| 94 | GPT-5.5 Instant (June 2026) OpenAI |
2026-06-25 | $0.691 | 41s | 0.0266 | 26.0 | -31.6 | 26.0 | - | 18.4 | 26.0 | |
| 95 | MiMo-V2.5-Pro Xiaomi |
2026-04-22 | $0.0541 | 9.07m | 0.0021 | 26.0 | -31.6 | 26.0 | - | 7.3 | 26.0 | |
| 96 | Kimi K2.7 Code Kimi |
2026-06-12 | $0.541 | 8.19m | 0.0210 | 25.8 | -31.8 | 25.8 | - | 17.3 | 25.8 | |
| 97 | Hy3 Tencent |
2026-07-06 | $0.0743 | 8.40m | 0.0029 | 25.3 | -32.3 | 25.3 | - | 8.7 | 25.3 | |
| 98 | Qwen3.7 Plus Alibaba |
2026-06-01 | $0.295 | 8.50m | 0.0117 | 25.2 | -32.5 | 25.2 | - | 14.7 | 25.2 | |
| 99 | ✓ | GPT-5.6 Luna (medium) OpenAI |
2026-07-09 | $0.0156 | 38s | 0.0006 | 25.0 | -32.6 | 25.0 | - | 1.9 | 25.0 |
| 100 | Inkling (xhigh) Thinking Machines |
2026-07-15 | $0.607 | 4.51m | 0.0243 | 25.0 | -32.6 | 25.0 | - | 17.8 | 25.0 |