AI Hallucination Risk Estimator

Estimate hallucination risk based on task type, source quality, prompt clarity, and verification level.

Higher-stakes factual tasks usually carry more risk.
Reliable sources reduce hallucination risk.
Clear instructions lower ambiguity.
Manual checking reduces practical risk.
Fresh facts are more error-prone without live verification.
Needing citations can expose unsupported claims.
How we calculate

We assign a weighted score to task type, source quality, prompt clarity, verification, freshness needs, and citation requirements, then convert the total into a risk band.