EVM Scoring Update: Fairer Holder Counts and Better Price Coverage
By BarryGuard Team · April 15, 2026 · 3 min read
BarryGuard now scores EVM tokens more honestly when holder data is incomplete and fills market-cap data more consistently when live trading pairs are visible on Ethereum, BSC, or Base.
This matters because partial data should never create a fake sense of safety. If a token only exposes a top-holder sample, that is useful evidence, but it is not the same thing as a full holder count.
What changed
- Partial holder samples stay partial: BarryGuard now treats top-holder samples on EVM as lower bounds unless a provider gives a real aggregate holder count.
- No more false-safe post-rug path: if the holder count is only a lower bound, BarryGuard no longer uses that incomplete number to say a token is probably fine.
- Better market-cap coverage: BarryGuard now fills EVM price and market-cap data from chain-matching DexScreener pairs when they exist.
Why this is better for traders
A scam token should not look safer just because the data source stopped after 20 wallets. BarryGuard now keeps that distinction clear. If the evidence is partial, the score path stays neutral instead of quietly turning positive.
At the same time, real market activity now helps more often on EVM. If a token has a visible live pair on the active chain, BarryGuard can use that to populate price and market-cap context instead of leaving the field blank.
What this does not change
BarryGuard still does not guess when the chain data is missing. If there is no reliable pair or no reliable holder evidence, the system keeps those fields unknown. The goal is not to make more tokens look safe. The goal is to make the score more truthful.
If you check tokens on Ethereum, BSC, or Base, you now get a cleaner distinction between incomplete evidence and real market strength.