IPQualityScore (IPQS) is a fraud-prevention platform with IP reputation, proxy/VPN detection and fraud scoring. detectip.ai is the closest comparison in the threat space — here's how the approaches differ.
Positioning
- IPQualityScore: a broad fraud suite — IP fraud scoring, proxy/VPN/bot signals, email and phone validation — backed by a large honeypot threat network.
- detectip.ai: an explainable IP + network engine combining geolocation, proxy/VPN/Tor detection and bot/AI-agent detection through open JA4/QUIC fingerprinting, self-hostable.
Feature comparison
| Capability | IPQualityScore | detectip.ai |
|---|---|---|
| IP fraud score | Yes | Yes (explainable) |
| Proxy / VPN / Tor | Yes | Yes |
| Bot detection | Yes | Yes (JA4/QUIC) |
| Open network fingerprinting | Proprietary | Open JA4+ stack |
| Explainable per-signal verdict | Limited | Yes — every signal shown |
| Self-host | No | Yes |
| Email/phone validation | Yes | No (focused on IP/network) |
Choosing
IPQS is a strong, broad fraud suite with a large data network — a good fit if you want email/phone validation in the same vendor. detectip.ai is the better fit if you value explainability (see exactly which signals fired), an open fingerprint stack, and the ability to self-host. See the live, explainable demo.
Honest take
We don't match IPQS's breadth of identity validation, and they operate a large proprietary network. Our edge is transparency, the open JA4+ stack, AI-agent detection and self-hosting. Try detectip.ai free with a key.