Combined Model Ranking

See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear. Sort by: Metric ↑.

Models Shown

Average Combined Score

0.6

Best Model

Span-02 0.0

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)
#109	DeepSeek V4.1 Flash low	DeepSeek	1.0	0.8	$0.494	2/2	24.7s
Total Tests 2 Wrong Tests 0 Total Cost $0.494 Response Time (avg) 24.7s
#110	GPT-5.6 Luna high	OpenAI	1.0	0.8	$0.118	2/2	19.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.118 Response Time (avg) 19.0s
#118	Claude Fable 5.1 high	Anthropic	1.0	0.8	$3.471	2/2	34.6s
Total Tests 2 Wrong Tests 0 Total Cost $3.471 Response Time (avg) 34.6s
#121	Gemini 3.5 Flash medium	Google	1.0	0.8	$1.316	2/2	44.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.316 Response Time (avg) 44.4s
#124	Muse Wonder max	Meta	1.0	0.8	$4.766	2/2	62.6s
Total Tests 2 Wrong Tests 0 Total Cost $4.766 Response Time (avg) 62.6s
#126	DeepSeek V4.1 Flash 1017 high	DeepSeek	1.0	0.8	$0.589	2/2	37.3s
Total Tests 2 Wrong Tests 0 Total Cost $0.589 Response Time (avg) 37.3s
#127	Grok 4.5 medium	X AI	1.0	0.8	$2.996	2/2	29.0s
Total Tests 2 Wrong Tests 0 Total Cost $2.996 Response Time (avg) 29.0s
#130	Grok 4.6 medium	X AI	1.0	0.8	$2.270	2/2	62.7s
Total Tests 2 Wrong Tests 0 Total Cost $2.270 Response Time (avg) 62.7s
#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

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: 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