RealToxicityPrompts — leaderboard

Toxic degeneration benchmark with about 100K naturally occurring web prompts, measuring whether model continuations become toxic under realistic prompt prefixes.

Source: github.com.

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