TrustLLM — leaderboard

Comprehensive trustworthiness benchmark covering truthfulness, safety, fairness, robustness, privacy, and machine ethics across many datasets and mainstream LLMs.

Source: trustllmbenchmark.github.io.

Interactive version: theaggregate.ai/benchmark?slug=trustllm · How the rankings work · Data refreshed daily, snapshot 2026-07-22.