Combined Model Ranking

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

Models Shown

Average Combined Score

0.6

Best Model

Gemini 3.6 Flash 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)
#1	Gemini 3.6 Flash high	Google	1.0	1.0	$0.900	2/2	65.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.900 Response Time (avg) 65.1s
#2	Gemini 3.8 Flash high	Google	1.0	1.0	$1.927	2/2	115.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.927 Response Time (avg) 115.7s
#3	GPT-6 Sol high	OpenAI	1.0	1.0	$0.921	2/2	30.4s
Total Tests 2 Wrong Tests 0 Total Cost $0.921 Response Time (avg) 30.4s
#4	GPT-6.1 Sol max	OpenAI	1.0	1.0	$1.006	2/2	69.6s
Total Tests 2 Wrong Tests 0 Total Cost $1.006 Response Time (avg) 69.6s
#5	GPT-6 Astra max	OpenAI	1.0	1.0	$5.044	2/2	64.0s
Total Tests 2 Wrong Tests 0 Total Cost $5.044 Response Time (avg) 64.0s
#6	GPT-6.1 Sol xhigh	OpenAI	1.0	1.0	$1.377	2/2	34.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.377 Response Time (avg) 34.4s
#7	GPT-6 Astra high	OpenAI	1.0	1.0	$4.458	2/2	24.4s
Total Tests 2 Wrong Tests 0 Total Cost $4.458 Response Time (avg) 24.4s
#8	GPT-6 Astra xhigh	OpenAI	1.0	1.0	$6.213	2/2	41.2s
Total Tests 2 Wrong Tests 0 Total Cost $6.213 Response Time (avg) 41.2s
#9	Gemini 3.7 Flash high	Google	1.0	1.0	$0.528	2/2	57.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.528 Response Time (avg) 57.2s
#10	Gemini 3.6 Flash medium	Google	1.0	1.0	$0.577	2/2	49.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.577 Response Time (avg) 49.0s
#449	Tev1 4B Experimental default	Togethercomputer	0.0	1.0	$0.002	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.002 Response Time (avg) 0ms
#11	GPT-6.1 Sol medium	OpenAI	1.0	1.0	$0.530	2/2	13.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.530 Response Time (avg) 13.6s
#12	GPT-6.1 Sol high	OpenAI	1.0	1.0	$0.755	2/2	24.7s
Total Tests 2 Wrong Tests 0 Total Cost $0.755 Response Time (avg) 24.7s
#13	GPT-5.6 Sol low	OpenAI	1.0	1.0	$1.244	2/2	14.6s
Total Tests 2 Wrong Tests 0 Total Cost $1.244 Response Time (avg) 14.6s
#14	GPT-6 Astra low	OpenAI	1.0	1.0	$2.160	2/2	10.5s
Total Tests 2 Wrong Tests 0 Total Cost $2.160 Response Time (avg) 10.5s

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