Agentic Model Ranking

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

Models Shown

Average Agentic Score

5.8

Best Model

Failure Reasons

With failure reason Wrong answer108 With failure reason Invalid tool call44 With failure reason API error32 With failure reason Did not follow instructions14 With failure reason Timed out10

380/380

Rank	Model	Company	Agentic Score	Score	Total Cost	Tests Correct	Response Time (avg)
#375	Jev 1.13 none	Typesafe	0.0	2.6	$0.003	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.003 Response Time (avg) 0ms
#376	Kev 4B none	Jaredpalmer	0.0	2.4	$0.002	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.002 Response Time (avg) 0ms
#377	Step 3.5 Flash none	Stepfun	0.0	1.9	$0.020	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.020 Response Time (avg) 0ms
#379	LFM2-24B-A2B none	Liquid	0.0	1.8	$0.001	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.001 Response Time (avg) 0ms
#380	Claude Opus 5.5 none	Anthropic	0.0	1.5	$0.015	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.015 Response Time (avg) 0ms

Agentic Ranking