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

5.5

Best Model

Failure Reasons

With failure reason Invalid tool call96 With failure reason Wrong answer71 With failure reason No answer33 With failure reason API error26 With failure reason Timed out5 With failure reason Did not follow instructions1 With failure reason Extra formatting1

220/220

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#47	Claude Opus 4.6 medium	Anthropic	10.0	7.7	$3.059	2/2	114.1s
Total Tests 2 Wrong Tests 0 Total Cost $3.059 Response Time (avg) 114.1s
#48	GPT-5.6 Luna high	OpenAI	10.0	7.7	$1.017	2/2	19.0s
Total Tests 2 Wrong Tests 0 Total Cost $1.017 Response Time (avg) 19.0s
#50	DeepSeek V4 Pro high	DeepSeek	10.0	7.7	$0.200	2/2	79.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.200 Response Time (avg) 79.0s
#51	MiniMax M3 medium	Minimax	10.0	7.6	$0.286	2/2	138.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.286 Response Time (avg) 138.2s
#52	Grok Build 0.1 medium	X AI	10.0	7.6	$1.097	2/2	65.1s
Total Tests 2 Wrong Tests 0 Total Cost $1.097 Response Time (avg) 65.1s
#54	GPT-5.6 Luna medium	OpenAI	10.0	7.6	$0.352	2/2	14.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.352 Response Time (avg) 14.6s
#58	GPT-5.3 Chat none	OpenAI	10.0	7.5	$0.571	2/2	15.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.571 Response Time (avg) 15.1s
#75	Qwen3.7 Plus none	Qwen	10.0	7.2	$0.106	2/2	117.7s
Total Tests 2 Wrong Tests 0 Total Cost $0.106 Response Time (avg) 117.7s
#96	LongCat 2.0 low	Meituan	10.0	6.7	$0.391	2/2	130.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.391 Response Time (avg) 130.2s
#102	LongCat 2.0 high	Meituan	10.0	6.6	$0.469	2/2	167.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.469 Response Time (avg) 167.1s

Combined Ranking