Combined Model Ranking

See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↓.

Models Shown

Average Combined Score

0.6

Best Model

Claude Sonnet 5.5 1.0

Failure Reasons

With failure reason Invalid tool call180 With failure reason Wrong answer128 With failure reason API error62 With failure reason No answer56 With failure reason Timed out11 With failure reason Did not follow instructions1 With failure reason Extra formatting1

451/451

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#395	gpt-oss-120b none	OpenAI	0.2	0.4	$0.016	0/1	0ms
Total Tests 1 Wrong Tests 1 Total Cost $0.016 Response Time (avg) 0ms
#360	Ling 2.6 1t default	Inclusionai	0.7	0.5	$0.016	1/2	23.8s
Total Tests 2 Wrong Tests 1 Total Cost $0.016 Response Time (avg) 23.8s
#451	Claude Opus 5.5 none	Anthropic	0.0	0.2	$0.015	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.015 Response Time (avg) 0ms
#350	Mercury 2.5 Preview low	Inception	0.3	0.5	$0.015	0/2	4.77s
Total Tests 2 Wrong Tests 2 Total Cost $0.015 Response Time (avg) 4.77s
#418	Laguna Xs.2 medium	Poolside	0.2	0.3	$0.015	0/1	15.9s
Total Tests 1 Wrong Tests 1 Total Cost $0.015 Response Time (avg) 15.9s
#295	Qwen3.8 Flash Next none	Qwen	0.3	0.6	~$0.011	0/2	12.0s
Total Tests 2 Wrong Tests 2 Total Cost ~$0.011 Response Time (avg) 12.0s
#440	Clef Omni default	Cloudflare	0.0	0.2	$0.011	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.011 Response Time (avg) 0ms
#324	Qwen3.8 27B none	Qwen	0.3	0.5	~$0.010	0/2	24.1s
Total Tests 2 Wrong Tests 2 Total Cost ~$0.010 Response Time (avg) 24.1s
#448	Solar Decide default	Upstage	0.0	0.1	$0.009	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.009 Response Time (avg) 0ms
#412	Laguna M.1 default	Poolside	0.2	0.4	$0.009	0/1	4.32s
Total Tests 1 Wrong Tests 1 Total Cost $0.009 Response Time (avg) 4.32s
#406	Nemotron 3.5 Lightning none	NVIDIA	0.3	0.4	$0.009	0/2	2.02s
Total Tests 2 Wrong Tests 2 Total Cost $0.009 Response Time (avg) 2.02s
#439	Classify-1 default	Scaledown	0.0	0.2	$0.008	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.008 Response Time (avg) 0ms
#388	Trinity Large Preview default	Arcee AI	0.2	0.4	$0.008	0/1	8.91s
Total Tests 1 Wrong Tests 1 Total Cost $0.008 Response Time (avg) 8.91s
#424	Grok 4.1 Fast default	X AI	0.2	0.3	$0.008	0/1	3.33s
Total Tests 1 Wrong Tests 1 Total Cost $0.008 Response Time (avg) 3.33s
#419	Hy3 preview none	Tencent	0.2	0.3	$0.007	0/1	35.8s
Total Tests 1 Wrong Tests 1 Total Cost $0.007 Response Time (avg) 35.8s

Combined Ranking

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Combined Score vs Total Cost

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Combined Ranking

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Top Models by Combined Score

Combined Score vs Total CostEstimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 0.1095 h × 0.300 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.010823.

Top Models by Response Time (avg)

Combined Score vs Total Cost