Nonsense detection
BullshitBench v2
Given a confidently-worded but nonsensical prompt, does the AI spot that it makes no sense and push back — instead of playing along and inventing an answer? The score is how often it clearly called out the nonsense. Higher is better.
Scores from BullshitBench, which runs the benchmark and publishes the full field.
Rankings
Higher is better#195%
Claude Opus 4.8
#195%
Qwen3.8-Max
391%
Claude Sonnet 4.6
490%
Claude Opus 4.5
587%
Claude Opus 4.6
683%
Claude Opus 4.7
780%
Claude Sonnet 5
879%
Claude Sonnet 4.5
879%
Qwen3.8-27BOW
1077%
Claude Haiku 4.5
1077%
Claude Fable 5.1
1274%
Kimi K3
1373%
Claude Opus 5
1472%
Qwen3.6-Plus
1472%
Qwen3.7-Max
1472%
GLM-5.3OW
1769%
GPT-6 Astra
1866%
Gemini 3.5 Flash-Lite
1866%
Grok 4.6
2065%
Kimi K2.6
2065%
GPT-6.1 Sol
2263%
Claude Opus 5.5
2360%
Claude Sonnet 5.5
2459%
GPT-6 Sol
2459%
GPT-6 Luna
2657%
DeepSeek-V4.1-FlashOW
2756%
Grok 4.20 Beta
2756%
Claude Fable 5
2955%
Grok 4.5
3054%
GPT-5.6 Terra
3152%
Kimi K2.5
3250%
Claude 3.5 Haiku
3250%
Grok 4.3 Beta
3250%
Muse Spark 1.2
3549%
Claude 3.7 Sonnet
3648%
Gemini 3.0 Pro
3648%
GPT-5.4
3648%
GPT-5.6 Sol
3947%
GPT-5.5
4046%
Claude 3.5 Sonnet
4143%
Claude Opus 4.1
4241%
GPT-5.6 Luna
4339%
GPT-5-Codex
4339%
Gemini 3.6 Flash
4339%
DeepSeek-V4-Flash-0731OW
4638%
GPT-5.2
4737%
Gemini 3.1 Pro
4836%
GPT-5.5-Pro
4935%
Gemini 3.7 Flash
4935%
DeepSeek-V4-Pro-0813OW
5134%
Claude Opus 4
5232%
GPT-5.4 mini
5331%
GLM-5.2
5430%
Claude Sonnet 4
5529%
LLaMA 4 Maverick
5628%
GLM-5
5726%
o3
5825%
GPT-5.1
5924%
GPT-5.3-Codex
6022%
GLM-5.1
6121%
GPT-5
6220%
Gemini 2.5 Pro
6220%
LLaMA 4 Scout
6220%
Qwen3-CoderOW
6220%
Gemini 3.5 Flash
6619%
Gemini 2.5 Flash
6619%
Grok 4.1 Fast
6818%
DeepSeek-V4-Flash
6915%
Gemini 2.0 Flash
7014%
LLaMA 3.1
7014%
GPT-4.1
7014%
GPT-5.4 nano
7014%
DeepSeek-V4-Pro
7413%
DeepSeek-V3.2
7512%
GPT-4o
7512%
gpt-oss-120bOW
7711%
Gemini 3.1 Flash-Lite
7810%
Claude 3 Haiku
7810%
Kimi K2
7810%
Gemini 3.0 Flash
818%
o4-mini
818%
DeepSeek R1-0528
818%
GLM-4.5
842%
GPT-4o mini
BullshitBench v2 — frequently asked questions
Given a confidently-worded but nonsensical prompt, does the AI spot that it makes no sense and push back — instead of playing along and inventing an answer? The score is how often it clearly called out the nonsense. Higher is better.