Truthful AI Advisors (Crawford-Sobel cheap-tal — leaderboard
Metric: Mean Normalized MI (positive bias) (self-reported). Source: benchmarklist.com. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 | 96.9 |
| 2 | Llama 3.3 70B Instruct | 92.6 |
| 3 | GPT-4o | 88.1 |
| 4 | Gemini 2.5 Flash Lite | 77.6 |
Interactive version: theaggregate.ai/benchmark?slug=truthful-ai-advisors-crawford-sobel-cheap-tal · How the rankings work · Data refreshed daily, snapshot 2026-07-22.