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

0.6

Best Model

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)
#153	DeepSeek V4 Flash 0731 low	DeepSeek	1.0	0.7	$0.306	2/2	54.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.306 Response Time (avg) 54.2s
#86	Gemini 3.1 Pro Preview medium	Google	1.0	0.8	$1.585	2/2	40.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.585 Response Time (avg) 40.4s
#147	GLM 5.1 medium	Z.ai	1.0	0.8	$1.546	2/2	175.9s
Total Tests 2 Wrong Tests 0 Total Cost $1.546 Response Time (avg) 175.9s
#200	Claude Opus 4.8 none	Anthropic	1.0	0.7	$2.334	2/2	26.4s
Total Tests 2 Wrong Tests 0 Total Cost $2.334 Response Time (avg) 26.4s
#283	Claude Sonnet 4.6 none	Anthropic	1.0	0.6	$0.661	2/2	37.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.661 Response Time (avg) 37.5s
#35	Qwen3.8 MAX medium	Qwen	0.9	0.9	$1.181	1/2	91.3s
Total Tests 2 Wrong Tests 1 Total Cost $1.181 Response Time (avg) 91.3s
#37	Qwen3.8 Max (0902) high	Qwen	0.9	0.9	$3.306	1/2	110.4s
Total Tests 2 Wrong Tests 1 Total Cost $3.306 Response Time (avg) 110.4s
#73	Claude Sonnet 5.5 xhigh	Anthropic	0.9	0.9	$1.516	1/2	30.4s
Total Tests 2 Wrong Tests 1 Total Cost $1.516 Response Time (avg) 30.4s
#80	Qwen3.7 Max medium	Qwen	0.9	0.9	$1.689	1/2	287.8s
Total Tests 2 Wrong Tests 1 Total Cost $1.689 Response Time (avg) 287.8s
#91	GPT-5.6 Terra high	OpenAI	0.9	0.8	$0.698	1/2	13.7s
Total Tests 2 Wrong Tests 1 Total Cost $0.698 Response Time (avg) 13.7s
#113	Gemini 3.8 Flash medium	Google	0.9	0.8	$0.769	1/2	60.3s
Total Tests 2 Wrong Tests 1 Total Cost $0.769 Response Time (avg) 60.3s
#115	GPT-5.6 Terra low	OpenAI	0.9	0.8	$0.435	1/2	9.68s
Total Tests 2 Wrong Tests 1 Total Cost $0.435 Response Time (avg) 9.68s
#170	Qwen3.8 27B medium	Qwen	0.9	0.7	~$0.073	1/2	124.5s
Total Tests 2 Wrong Tests 1 Total Cost ~$0.073 Response Time (avg) 124.5s
#183	MiMo-V2.5 medium	Xiaomi	0.9	0.7	$0.130	1/2	78.0s
Total Tests 2 Wrong Tests 1 Total Cost $0.130 Response Time (avg) 78.0s
#224	Step 3.7 Flash high	Stepfun	0.9	0.7	$1.478	1/2	41.2s
Total Tests 2 Wrong Tests 1 Total Cost $1.478 Response Time (avg) 41.2s

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: 0.7349 h × 0.300 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.072660.

Top Models by Response Time (avg)

Combined Score vs Total Cost