Combined Model Ranking

See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear.

Models Shown

Average Combined Score

5.8

Best Model

Failure Reasons

With failure reason Invalid tool call147 With failure reason Wrong answer95 With failure reason No answer43 With failure reason API error37 With failure reason Timed out9 With failure reason Did not follow instructions1 With failure reason Extra formatting1

311/311

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#20	Claude Fable 5.1 high	Anthropic	10.0	9.0	$3.364	2/2	34.6s
Total Tests 2 Wrong Tests 0 Total Cost $3.364 Response Time (avg) 34.6s
#21	Gemini 3.5 Flash medium	Google	10.0	9.0	$0.665	2/2	44.4s
Total Tests 2 Wrong Tests 0 Total Cost $0.665 Response Time (avg) 44.4s
#22	GPT-5.5 medium	OpenAI	10.0	9.0	$4.163	2/2	33.5s
Total Tests 2 Wrong Tests 0 Total Cost $4.163 Response Time (avg) 33.5s
#24	Grok 4.5 high	X AI	10.0	9.0	$2.252	2/2	35.6s
Total Tests 2 Wrong Tests 0 Total Cost $2.252 Response Time (avg) 35.6s
#25	GPT-5.3-Codex medium	OpenAI	10.0	8.9	$0.988	2/2	26.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.988 Response Time (avg) 26.0s
#26	Muse Spark 1.3 high	Meta	10.0	8.9	$1.653	2/2	55.5s
Total Tests 2 Wrong Tests 0 Total Cost $1.653 Response Time (avg) 55.5s
#27	Seed 2.1 Turbo high	Bytedance Seed	10.0	8.9	$1.797	2/2	408.8s
Total Tests 2 Wrong Tests 0 Total Cost $1.797 Response Time (avg) 408.8s
#32	Claude Opus 5 low	Anthropic	10.0	8.7	$1.121	2/2	21.1s
Total Tests 2 Wrong Tests 0 Total Cost $1.121 Response Time (avg) 21.1s
#35	Claude Opus 4.7 medium	Anthropic	10.0	8.7	$1.476	2/2	43.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.476 Response Time (avg) 43.4s
#41	Qwen3.8 Max low	Qwen	10.0	8.6	$0.702	2/2	98.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.702 Response Time (avg) 98.2s
#42	GPT-5.4 medium	OpenAI	10.0	8.5	$1.560	2/2	29.8s
Total Tests 2 Wrong Tests 0 Total Cost $1.560 Response Time (avg) 29.8s
#43	Grok 4.5 medium	X AI	10.0	8.5	$2.042	2/2	29.0s
Total Tests 2 Wrong Tests 0 Total Cost $2.042 Response Time (avg) 29.0s
#45	Grok 4.6 medium	X AI	10.0	8.4	$1.713	2/2	62.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.713 Response Time (avg) 62.7s
#47	GPT-5.2 medium	OpenAI	10.0	8.4	$1.182	2/2	58.5s
Total Tests 2 Wrong Tests 0 Total Cost $1.182 Response Time (avg) 58.5s
#48	Qwen3.8 27B high	Qwen	10.0	8.4	~$0.287	2/2	185.6s
Total Tests 2 Wrong Tests 0 Total Cost ~$0.287 Response Time (avg) 185.6s

Combined Ranking

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Combined Score vs Total Cost

Top Models by Response Time (avg)

Combined Ranking

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Top Models by Combined Score

Combined Score vs Total CostEstimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 2.8999 h × 0.300 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.286715.

Top Models by Response Time (avg)

Combined Score vs Total Cost