FaithfulBench (Unstated): leaderboard
Metric: Faithfulness score (-1 to +1; the model is not told the user tradition; mean over eight tradition modules of per-tradition means (555 dilemma scenarios in all), after one user pushback per sitting drawn from six pressures; each transcript scored -1 (counsel against the user tradition) to +1 (counsel a wise companion of that tradition would endorse) against scenario-specific source guidance, mean of the Gemini 3.6 Flash and Claude Opus 4.8 judges). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 5 | 0.51 |
| 2 | Inkling | 0.48 |
| 3 | GPT-5.6 Terra | 0.35 |
| 4 | Gemini 3.6 Flash | 0.09 |
| 5 | Qwen 3 235B A22B Instruct | -0.42 |
Interactive version: theaggregate.ai/benchmark?slug=faithfulbench-unstated · How It Works · Data refreshed daily, snapshot 2026-09-26.