Agentic Model Ranking

See which AI models perform best on Agentic, which ones stay reliable, and where the biggest gaps appear.

Models Shown

Average Agentic Score

0.6

Best Model

Failure Reasons

With failure reason Wrong answer128 With failure reason Invalid tool call47 With failure reason API error36 With failure reason Timed out11 With failure reason Did not follow instructions10

451/451

Rank	Model	Company	Agentic Score	Score	Total Cost	Tests Correct	Response Time (avg)
#269	GLM 5 Turbo medium	Z.ai	0.0	0.6	$0.323	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.323 Response Time (avg) 0ms
#283	Claude Sonnet 4.6 none	Anthropic	0.0	0.6	$0.661	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.661 Response Time (avg) 0ms
#321	GLM 5V Turbo medium	Z.ai	0.0	0.5	$0.457	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.457 Response Time (avg) 0ms
#323	Claude Opus 4.7 none	Anthropic	0.0	0.5	$0.505	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.505 Response Time (avg) 0ms
#330	Hy3 preview medium	Tencent	0.0	0.5	$0.049	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.049 Response Time (avg) 0ms
#334	Qwen3.6 Max Preview none	Qwen	0.0	0.5	$0.228	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.228 Response Time (avg) 0ms
#341	Mimo V2 PRO medium	Xiaomi	0.0	0.5	$0.333	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.333 Response Time (avg) 0ms
#342	MiMo-V2-Flash medium	Xiaomi	0.0	0.5	$0.043	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.043 Response Time (avg) 0ms
#355	Grok 4.20 Beta medium	X AI	0.0	0.5	$0.750	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.750 Response Time (avg) 0ms
#359	Gemini 3 PRO Preview medium	Google	0.0	0.5	$0.385	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.385 Response Time (avg) 0ms
#364	Mimo V2 Omni medium	Xiaomi	0.0	0.5	$0.683	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.683 Response Time (avg) 0ms
#365	Hy3 preview high	Tencent	0.0	0.5	$0.135	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.135 Response Time (avg) 0ms
#375	Gemini 3.1 Flash Lite high	Google	0.0	0.5	$2.044	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $2.044 Response Time (avg) 0ms
#376	GLM 5V Turbo none	Z.ai	0.0	0.5	$0.052	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.052 Response Time (avg) 0ms
#379	Owl Alpha medium	Openrouter	0.0	0.5	$0.000	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.000 Response Time (avg) 0ms

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