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

419

Most Affected Model

Gemini 4 Argon 1

Categories

In category Coding65 In category Combined62 In category Anti-AI Tricks44 In category Domain specific40 In category Tool Calling39 In category Data parsing and extraction37 In category Agentic36 In category Puzzle Solving35 In category Instructions following25 In category Trivia19

149/149

Rank	Model	Company	API error Count	Score	Total Cost	Tests Correct	Response Time (avg)
#300	Ring 2.6 1t medium	Inclusionai	3	0.6	$0.102	11/23	65.5s
Total Tests 23 Wrong Tests 12 Total Cost $0.102 Response Time (avg) 65.5s
#330	Hy3 preview medium	Tencent	3	0.5	$0.049	14/21	16.3s
Total Tests 21 Wrong Tests 7 Total Cost $0.049 Response Time (avg) 16.3s
#354	KAT Coder AIR V2.5 low	Kwaipilot	3	0.5	$0.046	7/23	10.2s
Total Tests 23 Wrong Tests 16 Total Cost $0.046 Response Time (avg) 10.2s
#373	DeepSeek V3.2 none	DeepSeek	3	0.5	$0.119	6/23	22.4s
Total Tests 23 Wrong Tests 17 Total Cost $0.119 Response Time (avg) 22.4s
#382	Ling 2.6 Flash default	Inclusionai	3	0.5	$0.002	6/23	10.2s
Total Tests 23 Wrong Tests 17 Total Cost $0.002 Response Time (avg) 10.2s
#388	Trinity Large Preview default	Arcee AI	3	0.4	$0.008	4/22	2.83s
Total Tests 22 Wrong Tests 18 Total Cost $0.008 Response Time (avg) 2.83s
#395	gpt-oss-120b none	OpenAI	3	0.4	$0.016	6/20	28.6s
Total Tests 20 Wrong Tests 14 Total Cost $0.016 Response Time (avg) 28.6s
#413	Elephant Alpha default	Openrouter	3	0.4	$0.000	5/21	1.22s
Total Tests 21 Wrong Tests 16 Total Cost $0.000 Response Time (avg) 1.22s
#414	Elephant Alpha medium	Openrouter	3	0.4	$0.000	6/21	1.27s
Total Tests 21 Wrong Tests 15 Total Cost $0.000 Response Time (avg) 1.27s
#421	Xing4.0 29b A4b none	Xingchen AGI	3	0.3	$0.000	0/23	42.7s
Total Tests 23 Wrong Tests 23 Total Cost $0.000 Response Time (avg) 42.7s
#422	Grok Build 0.1 none	X AI	3	0.3	$0.547	7/19	28.7s
Total Tests 19 Wrong Tests 12 Total Cost $0.547 Response Time (avg) 28.7s
#32	Muse Wonder medium	Meta	4	0.9	$3.397	17/23	21.6s
Total Tests 23 Wrong Tests 6 Total Cost $3.397 Response Time (avg) 21.6s
#124	Muse Wonder max	Meta	4	0.8	$4.766	16/23	44.4s
Total Tests 23 Wrong Tests 7 Total Cost $4.766 Response Time (avg) 44.4s
#154	Seed-2.0-Code medium	Bytedance Seed	4	0.7	$1.275	11/23	100.6s
Total Tests 23 Wrong Tests 12 Total Cost $1.275 Response Time (avg) 100.6s
#273	Gemini 3.5 Flash none	Google	4	0.6	$1.752	14/23	14.1s
Total Tests 23 Wrong Tests 9 Total Cost $1.752 Response Time (avg) 14.1s

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