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: Tests Correct ↑.

Models Shown

Total Failures

3190

Most Affected Model

Command A+ 1

Categories

In category Domain specific900 In category Anti-AI Tricks521 In category Coding485 In category Puzzle Solving355 In category Trivia317 In category General Intelligence134 In category Combined130 In category Agentic128 In category Instructions following118 In category Data parsing and extraction93

447/447

Rank	Model	Company	Wrong answer Count	Score	Total Cost	Tests Correct	Response Time (avg)
#381	Nemotron 3.5 Lightning low	NVIDIA	14	0.5	$0.175	5/23	83.2s
Total Tests 23 Wrong Tests 18 Total Cost $0.175 Response Time (avg) 83.2s
#389	Nemotron 3 Super none	NVIDIA	16	0.4	$0.016	5/23	7.11s
Total Tests 23 Wrong Tests 18 Total Cost $0.016 Response Time (avg) 7.11s
#390	KAT Coder AIR V2.5 default	Kwaipilot	13	0.4	$0.070	5/23	12.0s
Total Tests 23 Wrong Tests 18 Total Cost $0.070 Response Time (avg) 12.0s
#396	MiniMax M2.5 medium	Minimax	7	0.4	$0.440	5/23	102.3s
Total Tests 23 Wrong Tests 18 Total Cost $0.440 Response Time (avg) 102.3s
#416	Elephant Alpha default	Openrouter	9	0.4	$0.000	5/21	1.22s
Total Tests 21 Wrong Tests 16 Total Cost $0.000 Response Time (avg) 1.22s
#439	GPT-6 Luna Decisions default	OpenAI	8	0.2	$0.005	3/12	495ms
Total Tests 12 Wrong Tests 9 Total Cost $0.005 Response Time (avg) 495ms
#440	Kev 4B default	Jaredpalmer	9	0.2	$0.002	3/12	5.63s
Total Tests 12 Wrong Tests 9 Total Cost $0.002 Response Time (avg) 5.63s
#442	Mammoth 1 default	Baseten	6	0.2	$0.000	3/12	1.80s
Total Tests 12 Wrong Tests 9 Total Cost $0.000 Response Time (avg) 1.80s
#443	Classify-1 default	Scaledown	8	0.2	$0.008	3/12	4.58s
Total Tests 12 Wrong Tests 9 Total Cost $0.008 Response Time (avg) 4.58s
#445	Decider Flash V1.2 default	Perplexity	9	0.2	$0.001	3/12	462ms
Total Tests 12 Wrong Tests 9 Total Cost $0.001 Response Time (avg) 462ms
#304	Trinity Large Thinking high	Arcee AI	10	0.6	$0.794	6/23	74.5s
Total Tests 23 Wrong Tests 17 Total Cost $0.794 Response Time (avg) 74.5s
#306	GPT-5.4 Mini none	OpenAI	14	0.6	$0.170	6/23	3.34s
Total Tests 23 Wrong Tests 17 Total Cost $0.170 Response Time (avg) 3.34s
#307	Mistral Large 4 none	Mistral	15	0.6	$0.290	6/23	20.4s
Total Tests 23 Wrong Tests 17 Total Cost $0.290 Response Time (avg) 20.4s
#316	Qwen3.5-35B-A3B none	Qwen	14	0.6	$0.120	6/23	18.3s
Total Tests 23 Wrong Tests 17 Total Cost $0.120 Response Time (avg) 18.3s
#319	Kimi K2.6 none	Moonshot AI	13	0.5	$0.486	6/23	26.3s
Total Tests 23 Wrong Tests 17 Total Cost $0.486 Response Time (avg) 26.3s

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