Run #806
success · fetched 2026-07-09 06:00:28 · 1.27 MB raw HTML · 28 models
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Top quality: Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (63.1 pts)
Cost/task vs quality?
23 models · 8 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 | ✓ | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) Anthropic |
2026-06-09 | $2.75 | 4.93m | 0.0436 | 63.1 | 0.0 | 59.9 | 76.5 | 52.8 | 24.4 | 63.1 |
| 2 | ✓ | Claude Opus 4.8 (Adaptive Reasoning, Max Effort) Anthropic |
2026-05-28 | $1.80 | 6.93m | 0.0304 | 59.0 | -4.0 | 55.7 | 74.3 | 47.2 | 22.5 | 59.0 |
| 3 | ✓ | GPT-5.5 (xhigh) OpenAI |
2026-04-23 | $0.863 | 3.83m | 0.0148 | 58.2 | -4.9 | 54.8 | 74.9 | 44.9 | 19.4 | 58.2 |
| 4 | ✓ | Grok 4.5 (high) SpaceXAI |
2026-07-08 | $0.311 | 2.67m | 0.0054 | 57.3 | -5.7 | 53.8 | 72.4 | 45.7 | 14.9 | 57.3 |
| 5 | Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Anthropic |
2026-06-30 | $1.53 | 8.84m | 0.0267 | 57.2 | -5.9 | 53.4 | 71.5 | 46.7 | 21.8 | 57.2 | |
| 6 | GLM-5.2 (max) Z AI |
2026-06-16 | $0.370 | 3.10m | 0.0068 | 54.3 | -8.8 | 51.1 | 68.8 | 43.1 | 15.7 | 54.3 | |
| 7 | Gemini 3.5 Flash (high) |
2026-05-19 | $0.586 | 2.73m | 0.0111 | 52.6 | -10.5 | 50.2 | 70.1 | 37.4 | 17.7 | 52.6 | |
| 8 | Qwen3.7 Max Alibaba |
2026-05-19 | $1.06 | 1.54m | 0.0223 | 47.5 | -15.5 | 46.0 | 66.0 | 30.6 | 20.3 | 47.5 | |
| 9 | ✓ | DeepSeek V4 Pro (Reasoning, Max Effort) DeepSeek |
2026-04-24 | $0.0448 | 7.69m | 0.0010 | 46.7 | -16.4 | 44.3 | 59.4 | 36.4 | 6.5 | 46.7 |
| 10 | MiniMax-M3 MiniMax |
2026-06-01 | $0.125 | 4.05m | 0.0027 | 46.1 | -16.9 | 44.4 | 58.6 | 35.4 | 11.0 | 46.1 | |
| 11 | Gemini 3.1 Pro Preview |
2026-02-19 | $0.291 | 1.47m | 0.0064 | 45.6 | -17.5 | 46.5 | 68.8 | 21.4 | 14.6 | 45.6 | |
| 12 | Kimi K2.6 Kimi |
2026-04-20 | $0.346 | 14.9m | 0.0076 | 45.4 | -17.6 | 44.2 | 61.8 | 30.3 | 15.4 | 45.4 | |
| 13 | ✓ | MiMo-V2.5-Pro Xiaomi |
2026-04-22 | $0.0314 | 7.00m | 0.0007 | 43.8 | -19.2 | 42.2 | 60.2 | 29.1 | 5.0 | 43.8 |
| 14 | ✓ | DeepSeek V4 Flash (Reasoning, Max Effort) DeepSeek |
2026-04-24 | $0.0223 | 5.61m | 0.0005 | 42.5 | -20.6 | 40.3 | 56.2 | 31.1 | 3.5 | 42.5 |
| 15 | GPT-5.4 mini (xhigh) OpenAI |
2026-03-17 | $0.479 | 7.83m | 0.0114 | 42.1 | -21.0 | 40.0 | 56.1 | 30.2 | 16.8 | 42.1 | |
| 16 | Nemotron 3 Ultra 550B A55B (Reasoning) NVIDIA |
2026-06-04 | $0.244 | 1.75m | 0.0064 | 38.1 | -24.9 | 37.8 | 49.3 | 27.4 | 13.9 | 38.1 | |
| 17 | Grok 4.3 (high) SpaceXAI |
2026-04-30 | $0.139 | 1.99m | 0.0040 | 34.6 | -28.4 | 37.6 | 42.2 | 24.1 | 11.4 | 34.6 | |
| 18 | Qwen3.5 397B A17B (Reasoning) Alibaba |
2026-02-16 | $0.333 | 5.14m | 0.0098 | 33.9 | -29.1 | 33.7 | 48.2 | 19.8 | 15.2 | 33.9 | |
| 19 | Mistral Medium 3.5 Mistral |
2026-04-29 | $1.20 | 2.82m | 0.0374 | 31.9 | -31.1 | 29.9 | 46.9 | 19.0 | 20.8 | 31.9 | |
| 20 | Claude 4.5 Haiku (Reasoning) Anthropic |
2025-10-15 | $0.237 | 3.59m | 0.0079 | 30.0 | -33.1 | 29.6 | 43.9 | 16.4 | 13.8 | 30.0 | |
| 21 | gpt-oss-120b (high) OpenAI |
2025-08-05 | $0.0607 | 2.06m | 0.0027 | 22.5 | -40.6 | 23.8 | 30.4 | 13.2 | 7.8 | 22.5 | |
| 22 | Nova 2.0 Pro Preview (medium) Amazon |
2025-11-27 | $0.173 | 1.61m | 0.0083 | 20.9 | -42.1 | 21.8 | 34.0 | 7.0 | 12.4 | 20.9 | |
| 23 | ✓ | gpt-oss-20b (high) OpenAI |
2025-08-05 | $0.0178 | 1.72m | 0.0014 | 12.9 | -50.2 | 14.9 | 20.7 | 3.1 | 2.5 | 12.9 |