Combined Model Ranking

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

Models Shown

Average Combined Score

5.8

Best Model

Muse Glimmer 30B 6.0

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)
#8	Gemini 3.7 Flash medium	Google	10.0	9.4	$0.309	2/2	20.9s
Total Tests 2 Wrong Tests 0 Total Cost $0.309 Response Time (avg) 20.9s
#9	GPT-5.6 Sol medium	OpenAI	10.0	9.4	$0.508	2/2	17.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.508 Response Time (avg) 17.6s
#10	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
#11	GPT-5.5 low	OpenAI	10.0	9.3	$1.257	2/2	13.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.257 Response Time (avg) 13.7s
#12	Grok 4.6 high	X AI	10.0	9.3	$1.908	2/2	91.8s
Total Tests 2 Wrong Tests 0 Total Cost $1.908 Response Time (avg) 91.8s
#13	Gemini 3.1 Pro Preview medium	Google	9.8	9.2	$1.352	2/2	40.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.352 Response Time (avg) 40.4s
#14	Gemini 3.7 Flash low	Google	10.0	9.2	$0.207	2/2	13.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.207 Response Time (avg) 13.0s
#15	Claude Opus 5 high	Anthropic	10.0	9.2	$3.070	2/2	31.1s
Total Tests 2 Wrong Tests 0 Total Cost $3.070 Response Time (avg) 31.1s
#16	Claude Opus 5 medium	Anthropic	10.0	9.2	$1.586	2/2	23.9s
Total Tests 2 Wrong Tests 0 Total Cost $1.586 Response Time (avg) 23.9s
#18	Seed 2.1 Turbo low	Bytedance Seed	10.0	9.1	$1.546	2/2	360.0s
Total Tests 2 Wrong Tests 0 Total Cost $1.546 Response Time (avg) 360.0s
#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

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