Combined Model Ranking

See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↑.

Models Shown

Average Combined Score

0.6

Best Model

Muse Glimmer 30B 0.6

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)
#64	DeepSeek V4.1 Flash medium	DeepSeek	1.0	0.9	$0.591	2/2	22.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.591 Response Time (avg) 22.2s
#65	Muse Spark 1.2 low	Meta	1.0	0.9	$0.881	2/2	17.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.881 Response Time (avg) 17.0s
#66	GPT-5.2 medium	OpenAI	1.0	0.9	$1.558	2/2	58.5s
Total Tests 2 Wrong Tests 0 Total Cost $1.558 Response Time (avg) 58.5s
#67	Qwen3.8 27B high	Qwen	1.0	0.9	~$0.298	2/2	185.6s
Total Tests 2 Wrong Tests 0 Total Cost ~$0.298 Response Time (avg) 185.6s
#68	MiMo-V2.6-Pro medium	Xiaomi	1.0	0.9	$0.586	2/2	50.8s
Total Tests 2 Wrong Tests 0 Total Cost $0.586 Response Time (avg) 50.8s
#69	Seed 2.1 Turbo medium	Bytedance Seed	1.0	0.9	$2.042	2/2	400.3s
Total Tests 2 Wrong Tests 0 Total Cost $2.042 Response Time (avg) 400.3s
#70	GPT-6 Sol low	OpenAI	1.0	0.9	$0.477	2/2	8.13s
Total Tests 2 Wrong Tests 0 Total Cost $0.477 Response Time (avg) 8.13s
#71	DeepSeek V4.1 Flash max	DeepSeek	1.0	0.9	$1.204	2/2	160.3s
Total Tests 2 Wrong Tests 0 Total Cost $1.204 Response Time (avg) 160.3s
#75	Claude Haiku 5.5 low	Anthropic	1.0	0.9	$0.061	2/2	23.9s
Total Tests 2 Wrong Tests 0 Total Cost $0.061 Response Time (avg) 23.9s
#76	Qwen3.8 Max (0902) low	Qwen	1.0	0.9	$1.131	2/2	113.9s
Total Tests 2 Wrong Tests 0 Total Cost $1.131 Response Time (avg) 113.9s
#77	Grok 4.6 high	X AI	1.0	0.9	$2.629	2/2	91.8s
Total Tests 2 Wrong Tests 0 Total Cost $2.629 Response Time (avg) 91.8s
#81	Claude Haiku 5.5 max	Anthropic	1.0	0.8	$0.509	2/2	148.4s
Total Tests 2 Wrong Tests 0 Total Cost $0.509 Response Time (avg) 148.4s
#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
#89	DeepSeek V4 Flash 0731 high	DeepSeek	1.0	0.8	$0.576	2/2	87.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.576 Response Time (avg) 87.1s
#90	GLM 5.2 high	Z.ai	1.0	0.8	$4.632	2/2	321.5s
Total Tests 2 Wrong Tests 0 Total Cost $4.632 Response Time (avg) 321.5s

Combined Ranking

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Combined Score vs Total Cost

Top Models by Response Time (avg)

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: 3.0102 h × 0.300 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.297613.

Top Models by Response Time (avg)

Combined Score vs Total Cost