How to read a crypto token risk score
A practical framework for interpreting contract, liquidity, holder, market and project evidence without treating one score as a guarantee.
A score is a compression, not a verdict
A token risk score compresses many observations into one comparable number. That is useful for triage, but the number should always lead you back to the strongest negative signals, the confidence level and the original evidence.
Read confidence before score
Two projects can receive the same score with very different evidence coverage. High confidence means more relevant sources returned usable observations. Low confidence means the unknowns deserve their own investigation.
Separate exploit risk from market risk
A contract may show no obvious honeypot behavior while its liquidity is too shallow for a normal exit. Conversely, a liquid market can still sit behind privileged minting or blacklist controls. Review each category independently.
Use thresholds as questions
A concentration or liquidity threshold is not proof of fraud. It is a prompt: who controls the wallets, why is liquidity structured this way, and is there a verifiable explanation? Good research turns flags into questions and questions into evidence.