COMPARISON
How AbuseGraph compares to other signup-fraud-prevention products.
| Feature | AbuseGraph | Verisoul | FingerprintJS | ArkOwl |
|---|---|---|---|---|
| Device fingerprinting | ✓ | ✓ | ✓ | ✓ |
| TLS fingerprinting (JA3/JA4) | ✓ | ✗ | ✗ | ✗ |
| Extension detection | ✓ | ✗ | ✗ | ✗ |
| Identity graph | ✓ | ✓ | ✗ | ✓ |
| Disposable email detection | ✓ | ✗ | ✗ | ✓ |
| Velocity checking | ✓ | ✓ | ✓ | ✗ |
| Free tier | ✓ | ✗ | ✓ | ✗ |
| No-CAPTCHA bot detection | ✓ | ✓ | ✗ | ✓ |
| Behavioral ML | ✗ | ✓ | ✗ | ✗ |
| Hosted console + API | ✓ | ✓ | ✓ | ✓ |
| Self-hosted edge worker | ✓ | ✗ | ✗ | ✗ |
| Starting price | $0 | $99/mo | $200/mo | Custom |
AbuseGraph v1 Limitations (Honest)
- ✗No behavioral ML yet (rule-based v1 scoring)
- ✗No payment fraud detection (signup / auth risk only)
- ✗Paid quotas and billing not shipped — early access is free
- ✗Newer product — less battle-tested than FingerprintJS