AbuseIPDB alternative — abuse reports are one lens, not the whole picture

AbuseIPDB's model is after-the-fact reporting: someone has to be attacked / scanned / harassed by an IP and then manually report it before there's a record. That creates two inherent lags: a freshly-leased IP just turned into a proxy exit often hasn't accumulated reports and looks "clean" while being high-risk; and many attributes that matter most in risk contexts — datacenter range, proxy status, non-native — aren't "abuse behavior" at all and never appear in a report database.

So "no reports on AbuseIPDB" only means "nobody has reported it for bad behavior yet." It doesn't answer "will this IP be rated high-risk for signup / AI / storefronts." Treating it as the sole basis makes it easy to lower your guard on new datacenter IPs and clean-looking proxies.

IPOK doesn't replace AbuseIPDB — it uses its abuse confidence as one of 8 sources, side by side with proxy detection (proxycheck-style), a fraud score (Scamalytics), spam-signup history (StopForumSpam), IPQS, and a geo / ASN baseline. It floors hard signals on authoritative blocklist hits or confirmed datacenter so they aren't diluted by optimistic scores.

On top of that, it adds native/datacenter classification and a /24 neighbor profile — the latter especially covers the report-database blind spot: even if this specific IP has no reports, if its /24 range is full of addresses with abuse / proxy records, it lives in a bad neighborhood with high guilt-by-association risk. So you get not a single "reported or not" boolean but a multi-dimensional evidence table you can review yourself. No signup, no API key.