Run #950

success · fetched 2026-07-15 13:00:57 · 1.29 MB raw HTML · 28 models

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Top quality: GPT-5.6 Sol (max) (63.4 pts)

Cost/task vs quality?

23 models · 7 on the Pareto frontier · combined quality vs Cost per Task

2031435466$0.02$0.05$0.10$0.20$0.50$1$2 cost per task, log scale combined quality Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) · Cost/task: $2.75 · Time/task: 5.15m · Quality: 63.1Claude Opus 4.8 (Adaptive Reasoning, Max Effort) · Cost/task: $1.80 · Time/task: 7.16m · Quality: 59.0GPT-5.5 (xhigh) · Cost/task: $0.992 · Time/task: 3.86m · Quality: 58.2Claude Sonnet 5 (Adaptive Reasoning, Max Effort) · Cost/task: $1.53 · Time/task: 9.75m · Quality: 57.2GLM-5.2 (max) · Cost/task: $0.468 · Time/task: 3.94m · Quality: 54.3Muse Spark 1.1 (xhigh) · Cost/task: $0.261 · Time/task: 2.99m · Quality: 53.2Gemini 3.5 Flash (high) · Cost/task: $0.586 · Time/task: 2.78m · Quality: 52.6Qwen3.7 Max · Cost/task: $0.985 · Time/task: 1.62m · Quality: 47.5MiniMax-M3 · Cost/task: $0.125 · Time/task: 4.29m · Quality: 46.1Gemini 3.1 Pro Preview · Cost/task: $0.291 · Time/task: 1.84m · Quality: 45.6Nemotron 3 Ultra 550B A55B (Reasoning) · Cost/task: $0.234 · Time/task: 1.90m · Quality: 38.1Grok 4.3 (high) · Cost/task: $0.139 · Time/task: 2.22m · Quality: 34.6Qwen3.5 397B A17B (Reasoning) · Cost/task: $0.333 · Time/task: 4.15m · Quality: 33.9Mistral Medium 3.5 · Cost/task: $1.20 · Time/task: 3.95m · Quality: 31.9Claude 4.5 Haiku (Reasoning) · Cost/task: $0.272 · Time/task: 3.47m · Quality: 30.0gpt-oss-120b (high) · Cost/task: $0.0607 · Time/task: 2.11m · Quality: 22.5GPT-5.6 Sol (max) · Cost/task: $1.04 · Time/task: 4.08m · Quality: 63.4 · Pareto frontierGPT-5.6 Terra (max) · Cost/task: $0.554 · Time/task: 2.20m · Quality: 59.7 · Pareto frontierGrok 4.5 (high) · Cost/task: $0.311 · Time/task: 2.11m · Quality: 57.3 · Pareto frontierGPT-5.6 Luna (max) · Cost/task: $0.209 · Time/task: 1.42m · Quality: 56.1 · Pareto frontierDeepSeek V4 Pro (Reasoning, Max Effort) · Cost/task: $0.0448 · Time/task: 9.22m · Quality: 46.7 · Pareto frontierMiMo-V2.5-Pro · Cost/task: $0.0314 · Time/task: 5.78m · Quality: 43.8 · Pareto frontierDeepSeek V4 Flash (Reasoning, Max Effort) · Cost/task: $0.0223 · Time/task: 5.92m · Quality: 42.5 · Pareto frontier DeepSeek V4 Flash…MiMo-V2.5-ProDeepSeek V4 Pro (…GPT-5.6 Luna (max)Grok 4.5 (high)GPT-5.6 Terra (ma…GPT-5.6 Sol (max)
#?Pareto?Model?Released?Cost/task?Time/task?$/Q?Qual?ΔTop?Intel?Code?Agent?Pen?Score?
1 GPT-5.6 Sol (max)
OpenAI
2026-07-09 $1.04 4.08m 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 5.15m 0.0436 63.1 -0.4 59.9 76.5 52.8 24.4 63.1
3 GPT-5.6 Terra (max)
OpenAI
2026-07-09 $0.554 2.20m 0.0093 59.7 -3.8 55.0 76.7 47.4 17.4 59.7
4 Claude Opus 4.8 (Adaptive Reasoning, Max Effort)
Anthropic
2026-05-28 $1.80 7.16m 0.0304 59.0 -4.4 55.7 74.3 47.2 22.5 59.0
5 GPT-5.5 (xhigh)
OpenAI
2026-04-23 $0.992 3.86m 0.0171 58.2 -5.2 54.8 74.9 44.9 20.0 58.2
6 Grok 4.5 (high)
SpaceXAI
2026-07-08 $0.311 2.11m 0.0054 57.3 -6.1 53.8 72.4 45.7 14.9 57.3
7 Claude Sonnet 5 (Adaptive Reasoning, Max Effort)
Anthropic
2026-06-30 $1.53 9.75m 0.0267 57.2 -6.2 53.4 71.5 46.7 21.8 57.2
8 GPT-5.6 Luna (max)
OpenAI
2026-07-09 $0.209 1.42m 0.0037 56.1 -7.3 51.2 71.4 45.6 13.2 56.1
9 GLM-5.2 (max)
Z AI
2026-06-16 $0.468 3.94m 0.0086 54.3 -9.1 51.1 68.8 43.1 16.7 54.3
10 Muse Spark 1.1 (xhigh)
Meta
2026-07-09 $0.261 2.99m 0.0049 53.2 -10.3 50.6 71.3 37.5 14.2 53.2
11 Gemini 3.5 Flash (high)
Google
2026-05-19 $0.586 2.78m 0.0111 52.6 -10.8 50.2 70.1 37.4 17.7 52.6
12 Qwen3.7 Max
Alibaba
2026-05-19 $0.985 1.62m 0.0207 47.5 -15.9 46.0 66.0 30.6 19.9 47.5
13 DeepSeek V4 Pro (Reasoning, Max Effort)
DeepSeek
2026-04-24 $0.0448 9.22m 0.0010 46.7 -16.8 44.3 59.4 36.4 6.5 46.7
14 MiniMax-M3
MiniMax
2026-06-01 $0.125 4.29m 0.0027 46.1 -17.3 44.4 58.6 35.4 11.0 46.1
15 Gemini 3.1 Pro Preview
Google
2026-02-19 $0.291 1.84m 0.0064 45.6 -17.9 46.5 68.8 21.4 14.6 45.6
16 MiMo-V2.5-Pro
Xiaomi
2026-04-22 $0.0314 5.78m 0.0007 43.8 -19.6 42.2 60.2 29.1 5.0 43.8
17 DeepSeek V4 Flash (Reasoning, Max Effort)
DeepSeek
2026-04-24 $0.0223 5.92m 0.0005 42.5 -20.9 40.3 56.2 31.1 3.5 42.5
18 Nemotron 3 Ultra 550B A55B (Reasoning)
NVIDIA
2026-06-04 $0.234 1.90m 0.0061 38.1 -25.3 37.8 49.3 27.4 13.7 38.1
19 Grok 4.3 (high)
SpaceXAI
2026-04-30 $0.139 2.22m 0.0040 34.6 -28.8 37.6 42.2 24.1 11.4 34.6
20 Qwen3.5 397B A17B (Reasoning)
Alibaba
2026-02-16 $0.333 4.15m 0.0098 33.9 -29.5 33.7 48.2 19.8 15.2 33.9
21 Mistral Medium 3.5
Mistral
2026-04-29 $1.20 3.95m 0.0374 31.9 -31.5 29.9 46.9 19.0 20.8 31.9
22 Claude 4.5 Haiku (Reasoning)
Anthropic
2025-10-15 $0.272 3.47m 0.0091 30.0 -33.5 29.6 43.9 16.4 14.3 30.0
23 gpt-oss-120b (high)
OpenAI
2025-08-05 $0.0607 2.11m 0.0027 22.5 -40.9 23.8 30.4 13.2 7.8 22.5