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BullshitBench Model Improvement Chart

BullshitBench Model Improvement Chart

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BullshitBench: How have models improved? Tracing performance improvements (clear pushback %) with model releases. Best models from the same release 100% % Clear Pushback (Green) Model Launch Date Q1 2024 Q3 2024 Q1 2025 Q3 2025 Q1 2026 Q2 2026 Claude 3 Haiku Claude 3.5 Sonnet Claude Opus 4.1 Claude Opus 4.7 Claude Sonnet 4.5 Claude Sonnet 4.6 GPT-4o Mini Gemma 3 27b IT Gemini 2.0 Flash Gemini 2.5 Pro GPT-5.1 Chat GPT-5.3 Codex Gemini 3 Pro Gemini 3 Flash Gemini 3 Flash Lite ANTHROPIC OPENAI GOOGLE
What it means

A benchmark chart compares how often different AI models clearly push back against false premises disguised in jargon. The joke is that it measures whether models bullshit by going along with misleading prompts or remain truthful by challenging them.

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Mood
sarcastic
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en
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