API error Failure Ranking

See which AI models run into API error most often, so you can spot reliability risks before choosing one. Sort by: Tests Correct ↑.

Models Shown

Total Failures

217

Most Affected Model

Categories

In category Coding56 In category Combined37 In category Tool Calling25 In category Anti-AI Tricks20 In category Data parsing and extraction17 In category Domain specific17 In category Puzzle Solving15 In category General Intelligence14 In category Trivia14 In category Instructions following2

94/94

Rank	Model	Company	API error Count	Score	Total Cost	Tests Correct	Response Time (avg)
#69	Inkling medium	Thinkingmachines	1	8.0	$0.383	15/22	15.7s
Total Tests 22 Wrong Tests 7 Total Cost $0.383 Response Time (avg) 15.7s
#76	Qwen3.6 Plus medium	Qwen	1	7.8	$0.418	15/22	45.5s
Total Tests 22 Wrong Tests 7 Total Cost $0.418 Response Time (avg) 45.5s
#101	Mercury 2.5 Preview medium	Inception	1	7.5	$0.024	15/22	3.58s
Total Tests 22 Wrong Tests 7 Total Cost $0.024 Response Time (avg) 3.58s
#71	Kimi K3 max	Moonshot AI	2	7.9	$3.467	16/22	142.8s
Total Tests 22 Wrong Tests 6 Total Cost $3.467 Response Time (avg) 142.8s

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API error Failures