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: Failure Count ↑.

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)
#235	Hy3 preview low	Tencent	7	5.5	$0.042	10/21	24.6s
Total Tests 21 Wrong Tests 11 Total Cost $0.042 Response Time (avg) 24.6s
#273	Hy4 preview none	Tencent	7	4.8	$0.041	3/22	39.2s
Total Tests 22 Wrong Tests 19 Total Cost $0.041 Response Time (avg) 39.2s
#269	Qwen3.6 Plus Preview medium	Qwen	8	4.9	$0.000	9/19	15.2s
Total Tests 19 Wrong Tests 10 Total Cost $0.000 Response Time (avg) 15.2s
#233	Hy4 preview low	Tencent	14	5.6	$1.745	3/22	214.3s
Total Tests 22 Wrong Tests 19 Total Cost $1.745 Response Time (avg) 214.3s

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API error Failures