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

0.6

Best Model

Failure Reasons

With failure reason Invalid tool call180 With failure reason Wrong answer128 With failure reason API error62 With failure reason No answer56 With failure reason Timed out11 With failure reason Did not follow instructions1 With failure reason Extra formatting1

451/451

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#131	Qwen3.7 Plus none	Qwen	1.0	0.8	$0.178	2/2	117.7s
Total Tests 2 Wrong Tests 0 Total Cost $0.178 Response Time (avg) 117.7s
#134	Muse Wonder high	Meta	1.0	0.8	$3.426	2/2	34.9s
Total Tests 2 Wrong Tests 0 Total Cost $3.426 Response Time (avg) 34.9s
#135	GPT-6 Luna high	OpenAI	1.0	0.8	$0.074	2/2	21.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.074 Response Time (avg) 21.5s
#142	Muse Wonder xhigh	Meta	1.0	0.8	$4.012	2/2	51.5s
Total Tests 2 Wrong Tests 0 Total Cost $4.012 Response Time (avg) 51.5s
#145	Qwen3.8 27B low	Qwen	1.0	0.8	~$0.089	2/2	90.6s
Total Tests 2 Wrong Tests 0 Total Cost ~$0.089 Response Time (avg) 90.6s
#149	Mistral Large 4 high	Mistral	1.0	0.8	$1.391	2/2	391.9s
Total Tests 2 Wrong Tests 0 Total Cost $1.391 Response Time (avg) 391.9s
#151	GPT-5.6 Luna medium	OpenAI	1.0	0.7	$0.065	2/2	14.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.065 Response Time (avg) 14.6s
#162	Claude Fable 5.1 medium	Anthropic	1.0	0.7	$3.197	2/2	32.6s
Total Tests 2 Wrong Tests 0 Total Cost $3.197 Response Time (avg) 32.6s
#163	Grok 4.7 medium	X AI	1.0	0.7	$2.938	2/2	96.5s
Total Tests 2 Wrong Tests 0 Total Cost $2.938 Response Time (avg) 96.5s
#164	Gemini 2.5 Flash medium	Google	1.0	0.7	$0.680	2/2	84.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.680 Response Time (avg) 84.5s
#165	LongCat 2.0 high	Meituan	1.0	0.7	$0.778	2/2	167.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.778 Response Time (avg) 167.1s
#166	Qwen3.6 Plus medium	Qwen	1.0	0.7	$0.554	2/2	163.3s
Total Tests 2 Wrong Tests 0 Total Cost $0.554 Response Time (avg) 163.3s
#189	Step 5 Preview high	Stepfun	1.0	0.7	$4.513	2/2	115.3s
Total Tests 2 Wrong Tests 0 Total Cost $4.513 Response Time (avg) 115.3s
#207	Solar Pro 4 xhigh	Upstage	1.0	0.7	$0.067	2/2	202.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.067 Response Time (avg) 202.5s
#208	Grok 4.7 xhigh	X AI	1.0	0.7	$3.398	2/2	170.1s
Total Tests 2 Wrong Tests 0 Total Cost $3.398 Response Time (avg) 170.1s

Combined Ranking

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Combined Score vs Total Cost

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Combined Ranking

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Combined Score vs Total CostEstimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 0.8932 h × 0.300 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.088310.

Top Models by Response Time (avg)

Combined Score vs Total Cost