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

5.8

Best Model

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)
#83	DeepSeek V4 Pro high	DeepSeek	10.0	7.7	$0.489	2/2	79.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.489 Response Time (avg) 79.0s
#86	GPT-5.6 Luna high	OpenAI	10.0	7.6	$0.179	2/2	19.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.179 Response Time (avg) 19.0s
#87	Solar Pro 4 xhigh	Upstage	10.0	7.6	$0.050	2/2	202.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.050 Response Time (avg) 202.5s
#92	MiniMax M3 medium	Minimax	10.0	7.5	$0.300	2/2	138.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.300 Response Time (avg) 138.2s
#93	GPT 5.3 Chat none	OpenAI	10.0	7.5	$0.533	2/2	15.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.533 Response Time (avg) 15.1s
#98	Grok Build 0.1 medium	X AI	10.0	7.5	$1.130	2/2	65.1s
Total Tests 2 Wrong Tests 0 Total Cost $1.130 Response Time (avg) 65.1s
#103	GPT-5.6 Luna medium	OpenAI	10.0	7.4	$0.072	2/2	14.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.072 Response Time (avg) 14.6s
#113	Qwen3.7 Plus none	Qwen	10.0	7.3	$0.106	2/2	117.7s
Total Tests 2 Wrong Tests 0 Total Cost $0.106 Response Time (avg) 117.7s
#136	Claude Fable 5.1 low	Anthropic	10.0	6.9	$2.565	2/2	29.4s
Total Tests 2 Wrong Tests 0 Total Cost $2.565 Response Time (avg) 29.4s
#152	LongCat 2.0 low	Meituan	10.0	6.7	$0.412	2/2	130.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.412 Response Time (avg) 130.2s
#155	LongCat 2.0 high	Meituan	10.0	6.7	$0.492	2/2	167.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.492 Response Time (avg) 167.1s

Combined Ranking