Coding Model Ranking

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

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)
#280	Ling 3.0 Tiny low	Inclusionai	2.9	3.8	$0.000	0/3	170.7s
Total Tests 3 Wrong Tests 3 Total Cost $0.000 Response Time (avg) 170.7s
#283	Ling 3.0 Tiny medium	Inclusionai	2.9	3.8	$0.000	0/3	212.0s
Total Tests 3 Wrong Tests 3 Total Cost $0.000 Response Time (avg) 212.0s
#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
#287	Nemotron 3 Nano Omni 30b A3b Reasoning none	NVIDIA	3.3	3.2	$0.000	1/1	1.27s
Total Tests 1 Wrong Tests 0 Total Cost $0.000 Response Time (avg) 1.27s

Coding Ranking