Coding Model Ranking

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

Models Shown

Average Coding Score

6.1

Best Model

Failure Reasons

With failure reason Wrong answer337 With failure reason API error51 With failure reason No answer39 With failure reason Timed out27 With failure reason Did not follow instructions25 With failure reason Extra formatting25

289/289

Rank	Model	Company	Coding Score	Score	Total Cost	Tests Correct	Response Time (avg)
#285	gpt-oss-120b none	OpenAI	1.5	3.7	$0.010	0/1	9.57s
Total Tests 1 Wrong Tests 1 Total Cost $0.010 Response Time (avg) 9.57s
#286	Nemotron 3 Nano Omni 30b A3b Reasoning medium	NVIDIA	1.1	3.4	$0.000	0/1	38.1s
Total Tests 1 Wrong Tests 1 Total Cost $0.000 Response Time (avg) 38.1s
#288	Step 3.5 Flash none	Stepfun	9.8	2.3	$0.020	0/1	0ms
Total Tests 1 Wrong Tests 1 Total Cost $0.020 Response Time (avg) 0ms
#289	LFM2-24B-A2B none	Liquid	0.0	2.2	$0.001	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.001 Response Time (avg) 0ms

Coding Ranking