AI Bullshit Meter

Measuring the gap between AI promises and reality.Real efficiency data. Standardized benchmarks. No BS.

127tools tested
48benchmarks
8,432user reports

Efficiency Leaderboard

Lowest friction tools this month. Actually usable outputs.

RankToolFriction
1ChatGPTโšก28%
2Midjourneyโšก31%
3Claudeโšก24%
4Runwayโšก42%
5Notion AIโšก38%
View full rankings

How We Test

Standardized tasks. Same prompts for all tools. Real measurements. Like crash tests for AI.

Time-to-Publish

Generation + editing + review. The real time from prompt to publish.

Friction Score

What % of your time goes to fixing AI output? Lower is better.

Cost per Unit

Subscription รท usable outputs. The real cost per deliverable.

Prompt Sensitivity

Does quality scale with prompt effort? We test beginner & expert prompts.

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