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

5.4

Best Model

Failure Reasons

With failure reason Invalid tool call91 With failure reason Wrong answer67 With failure reason No answer29 With failure reason API error25 With failure reason Timed out5 With failure reason Did not follow instructions1 With failure reason Extra formatting1

206/206

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#1	Gemini 3 Flash Preview medium	Google	10.0	9.6	$0.742	2/2	26.7s
Total Tests 2 Wrong Tests 0 Total Cost $0.742 Response Time (avg) 26.7s
#3	GPT-5.6 Sol low	OpenAI	10.0	9.5	$0.971	2/2	14.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.971 Response Time (avg) 14.6s
#4	GPT-5.6 Sol medium	OpenAI	10.0	9.4	$1.316	2/2	17.6s
Total Tests 2 Wrong Tests 0 Total Cost $1.316 Response Time (avg) 17.6s
#5	GPT-5.6 Sol high	OpenAI	10.0	9.4	$1.234	2/2	25.0s
Total Tests 2 Wrong Tests 0 Total Cost $1.234 Response Time (avg) 25.0s
#6	GPT-5.5 low	OpenAI	10.0	9.3	$1.253	2/2	13.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.253 Response Time (avg) 13.7s
#9	Gemini 3.5 Flash medium	Google	10.0	9.1	$0.642	2/2	44.4s
Total Tests 2 Wrong Tests 0 Total Cost $0.642 Response Time (avg) 44.4s
#10	GPT-5.5 medium	OpenAI	10.0	9.0	$4.137	2/2	33.5s
Total Tests 2 Wrong Tests 0 Total Cost $4.137 Response Time (avg) 33.5s
#12	Grok 4.5 high	X AI	10.0	8.9	$1.707	2/2	35.6s
Total Tests 2 Wrong Tests 0 Total Cost $1.707 Response Time (avg) 35.6s
#13	GPT-5.3-Codex medium	OpenAI	10.0	8.9	$0.920	2/2	26.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.920 Response Time (avg) 26.0s
#15	Claude Opus 4.7 medium	Anthropic	10.0	8.7	$1.477	2/2	43.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.477 Response Time (avg) 43.4s
#18	GPT-5.4 medium	OpenAI	10.0	8.5	$1.533	2/2	29.8s
Total Tests 2 Wrong Tests 0 Total Cost $1.533 Response Time (avg) 29.8s
#21	GPT-5.2 medium	OpenAI	10.0	8.4	$0.951	2/2	58.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.951 Response Time (avg) 58.5s
#22	Grok 4.5 medium	X AI	10.0	8.3	$1.928	2/2	29.0s
Total Tests 2 Wrong Tests 0 Total Cost $1.928 Response Time (avg) 29.0s
#25	Gemini 2.5 Flash medium	Google	10.0	8.2	$0.643	2/2	84.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.643 Response Time (avg) 84.5s
#31	GLM 5.2 high	Z.ai	10.0	8.0	$0.296	2/2	321.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.296 Response Time (avg) 321.5s

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