Sources and verification

LLM Pulse collects third-party model data. It does not publish independent benchmark runs. Values without a metric-specific source are unverified; collection dates are not verification dates. Updates occur when source records are refreshed. Pulse Score is a composite with optional signals and is not an independent benchmark. See methodology and per-measurement status.