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)
#403	Laguna M.1 medium	Poolside	0.2	0.4	$0.033	0/1	53.1s
Total Tests 1 Wrong Tests 1 Total Cost $0.033 Response Time (avg) 53.1s
#404	Ling 3.0 Tiny default	Inclusionai	0.3	0.4	$0.000	0/2	124.2s
Total Tests 2 Wrong Tests 2 Total Cost $0.000 Response Time (avg) 124.2s
#405	Granite 4.1 8b default	IBM Granite	0.3	0.4	$0.007	0/2	9.28s
Total Tests 2 Wrong Tests 2 Total Cost $0.007 Response Time (avg) 9.28s
#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
#407	Xing4.0 29b A4b medium	Xingchen AGI	0.3	0.4	$0.000	0/2	898.9s
Total Tests 2 Wrong Tests 2 Total Cost $0.000 Response Time (avg) 898.9s
#408	Ling 3.0 Tiny high	Inclusionai	0.3	0.4	$0.000	0/2	179.9s
Total Tests 2 Wrong Tests 2 Total Cost $0.000 Response Time (avg) 179.9s
#409	Ling 3.0 Tiny low	Inclusionai	0.3	0.4	$0.000	0/2	134.8s
Total Tests 2 Wrong Tests 2 Total Cost $0.000 Response Time (avg) 134.8s
#410	Ling 3.0 Tiny medium	Inclusionai	0.3	0.4	$0.000	0/2	139.8s
Total Tests 2 Wrong Tests 2 Total Cost $0.000 Response Time (avg) 139.8s
#411	Grok 4.20 Beta default	X AI	0.2	0.4	$0.087	0/1	6.48s
Total Tests 1 Wrong Tests 1 Total Cost $0.087 Response Time (avg) 6.48s
#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
#413	Elephant Alpha default	Openrouter	0.2	0.4	$0.000	0/1	3.81s
Total Tests 1 Wrong Tests 1 Total Cost $0.000 Response Time (avg) 3.81s
#414	Elephant Alpha medium	Openrouter	0.2	0.4	$0.000	0/1	3.70s
Total Tests 1 Wrong Tests 1 Total Cost $0.000 Response Time (avg) 3.70s
#415	Hunter Alpha default	OpenRouter	0.2	0.3	$0.000	0/1	15.2s
Total Tests 1 Wrong Tests 1 Total Cost $0.000 Response Time (avg) 15.2s
#416	Grok 4.20 none	X AI	0.2	0.3	$0.057	0/1	6.04s
Total Tests 1 Wrong Tests 1 Total Cost $0.057 Response Time (avg) 6.04s
#417	Command A+ medium	Cohere	0.3	0.3	$0.064	0/2	89.3s
Total Tests 2 Wrong Tests 2 Total Cost $0.064 Response Time (avg) 89.3s

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