Combined Model Ranking

See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.

Models Shown

Average Combined Score

5.9

Best Model

Gemini 3.5 Flash 3.0

Failure Reasons

With failure reason Invalid tool call150 With failure reason Wrong answer99 With failure reason No answer46 With failure reason API error37 With failure reason Timed out9 With failure reason Did not follow instructions1 With failure reason Extra formatting1

330/330

Rank	Model	Company	Combined Score	Score	Total Cost	Tests Correct	Response Time (avg)
#315	Granite 4.1 8B none	IBM Granite	3.0	4.0	$0.007	0/2	9.28s
Total Tests 2 Wrong Tests 2 Total Cost $0.007 Response Time (avg) 9.28s
#257	Inkling Small none	Thinkingmachines	6.5	5.3	$0.054	1/2	9.33s
Total Tests 2 Wrong Tests 1 Total Cost $0.054 Response Time (avg) 9.33s
#201	Gemini 3.1 Flash Lite none	Google	3.0	6.1	$0.046	0/2	9.49s
Total Tests 2 Wrong Tests 2 Total Cost $0.046 Response Time (avg) 9.49s
#104	GPT-5.6 Terra low	OpenAI	8.7	7.5	$0.420	1/2	9.68s
Total Tests 2 Wrong Tests 1 Total Cost $0.420 Response Time (avg) 9.68s
#237	Owl Alpha medium	Openrouter	1.5	5.6	$0.000	0/1	10.0s
Total Tests 1 Wrong Tests 1 Total Cost $0.000 Response Time (avg) 10.0s
#120	Gemini 3 Flash Preview low	Google	3.0	7.4	$0.185	0/2	10.2s
Total Tests 2 Wrong Tests 2 Total Cost $0.185 Response Time (avg) 10.2s
#249	DeepSeek V4.1 Flash none	DeepSeek	3.0	5.4	$0.370	0/2	10.4s
Total Tests 2 Wrong Tests 2 Total Cost $0.370 Response Time (avg) 10.4s
#213	Gemini 3 PRO Preview medium	Google	1.5	6.0	$0.385	0/1	10.4s
Total Tests 1 Wrong Tests 1 Total Cost $0.385 Response Time (avg) 10.4s
#258	Laguna XS 2.1 none	Poolside	3.0	5.3	$0.008	0/2	10.4s
Total Tests 2 Wrong Tests 2 Total Cost $0.008 Response Time (avg) 10.4s
#9	GPT-6 Astra low	OpenAI	10.0	9.5	$1.289	2/2	10.5s
Total Tests 2 Wrong Tests 0 Total Cost $1.289 Response Time (avg) 10.5s
#172	Gemini 3.5 Flash Lite low	Google	3.8	6.6	$0.138	0/2	11.0s
Total Tests 2 Wrong Tests 2 Total Cost $0.138 Response Time (avg) 11.0s
#87	GPT-5.6 Terra medium	OpenAI	10.0	7.8	$0.523	2/2	11.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.523 Response Time (avg) 11.1s
#163	Gemini 3 Flash Preview none	Google	3.8	6.8	$0.085	0/2	12.4s
Total Tests 2 Wrong Tests 2 Total Cost $0.085 Response Time (avg) 12.4s
#58	Grok 4.5 low	X AI	6.5	8.4	$0.945	1/2	12.8s
Total Tests 2 Wrong Tests 1 Total Cost $0.945 Response Time (avg) 12.8s
#19	Gemini 3.7 Flash low	Google	10.0	9.2	$0.207	2/2	13.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.207 Response Time (avg) 13.0s

Combined Ranking

Filter models

Top Models by Combined Score

Combined Score vs Total Cost

Top Models by Response Time (avg)