Wrong answer Failure Ranking

See which AI models run into Wrong answer most often, so you can spot reliability risks before choosing one. Sort by: Failure Count ↑.

Models Shown

Total Failures

1585

Most Affected Model

Categories

In category Domain specific421 In category Anti-AI Tricks293 In category Coding259 In category Puzzle Solving204 In category Trivia172 In category Combined69 In category General Intelligence62 In category Instructions following61 In category Data parsing and extraction41 In category Tool Calling3

215/215

Rank	Model	Company	Wrong answer Count	Score	Total Cost	Tests Correct	Response Time (avg)
#180	GPT-4o-mini none	OpenAI	15	5.0	$0.010	5/22	1.99s
Total Tests 22 Wrong Tests 17 Total Cost $0.010 Response Time (avg) 1.99s
#183	Nemotron 3 Super none	NVIDIA	15	4.9	$0.008	5/22	5.97s
Total Tests 22 Wrong Tests 17 Total Cost $0.008 Response Time (avg) 5.97s
#186	GPT-5.4 Nano none	OpenAI	15	4.8	$0.041	4/22	2.57s
Total Tests 22 Wrong Tests 18 Total Cost $0.041 Response Time (avg) 2.57s
#171	Mistral Small 4 none	Mistral	16	5.1	$0.022	5/22	1.20s
Total Tests 22 Wrong Tests 17 Total Cost $0.022 Response Time (avg) 1.20s
#195	Mercury 2 none	Inception	17	4.6	$0.030	4/22	829ms
Total Tests 22 Wrong Tests 18 Total Cost $0.030 Response Time (avg) 829ms

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Wrong answer Failures