Combined Model Ranking

See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.

Models Shown

Average Combined Score

5.9

Best Model

Gemini 3.5 Flash 3.0

Failure Reasons

With failure reason Invalid tool call150 With failure reason Wrong answer99 With failure reason No answer46 With failure reason API error37 With failure reason Timed out9 With failure reason Did not follow instructions1 With failure reason Extra formatting1

330/330

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#46	Muse Spark 1.2 medium	Meta	8.5	8.6	$1.339	1/2	24.9s
Total Tests 2 Wrong Tests 1 Total Cost $1.339 Response Time (avg) 24.9s
#15	GPT-5.6 Sol high	OpenAI	10.0	9.4	$0.446	2/2	25.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.446 Response Time (avg) 25.0s
#193	Seed-2.0-Lite none	Bytedance Seed	3.0	6.2	$0.066	0/2	25.6s
Total Tests 2 Wrong Tests 2 Total Cost $0.066 Response Time (avg) 25.6s
#67	Muse Spark 1.3 low	Meta	7.3	8.2	$0.689	1/2	25.7s
Total Tests 2 Wrong Tests 1 Total Cost $0.689 Response Time (avg) 25.7s
#264	Inkling none	Thinkingmachines	2.9	5.2	$0.147	0/2	25.7s
Total Tests 2 Wrong Tests 2 Total Cost $0.147 Response Time (avg) 25.7s
#219	Mimo V2 Omni medium	Xiaomi	5.0	5.9	$0.683	1/1	25.9s
Total Tests 1 Wrong Tests 0 Total Cost $0.683 Response Time (avg) 25.9s
#32	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
#128	Claude Opus 4.8 none	Anthropic	9.8	7.3	$1.166	2/2	26.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.166 Response Time (avg) 26.4s
#205	Qwen3.6 Flash none	Qwen	3.8	6.1	$0.062	0/2	26.5s
Total Tests 2 Wrong Tests 2 Total Cost $0.062 Response Time (avg) 26.5s
#10	Gemini 3 Flash Preview medium	Google	10.0	9.5	$0.763	2/2	26.7s
Total Tests 2 Wrong Tests 0 Total Cost $0.763 Response Time (avg) 26.7s
#48	Claude Fable 5 medium	Anthropic	6.5	8.6	$3.004	1/2	27.5s
Total Tests 2 Wrong Tests 1 Total Cost $3.004 Response Time (avg) 27.5s
#53	DeepSeek V4.1 Flash high	DeepSeek	10.0	8.5	$0.574	2/2	27.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.574 Response Time (avg) 27.6s
#39	Gemini 3.5 Flash Lite high	Google	9.9	8.8	$0.540	2/2	27.9s
Total Tests 2 Wrong Tests 0 Total Cost $0.540 Response Time (avg) 27.9s
#253	MiMo-V2.5-Pro none	Xiaomi	3.0	5.4	$0.068	0/2	28.3s
Total Tests 2 Wrong Tests 2 Total Cost $0.068 Response Time (avg) 28.3s
#187	LongCat 2.0 none	Meituan	6.5	6.4	$0.044	1/2	28.4s
Total Tests 2 Wrong Tests 1 Total Cost $0.044 Response Time (avg) 28.4s

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