Effectiveness matrix
Which humanizers currently beat which detectors, and when each was last tested.
This is a living table. AI detectors and humanizers update constantly, so every result is dated. When a detector ships an update after a result was recorded, that cell is flagged ⚠ re-test, meaning the pairing may no longer hold. See how we compile entries.
| Humanizer \ Detector | GPTZero | Originality.ai | Turnitin AI Detection | Copyleaks | Winston AI | Sapling AI Detector | Scribbr AI Detector | QuillBot AI Detector | ZeroGPT | Content at Scale AI Detector | Writer.com AI Content Detector |
|---|---|---|---|---|---|---|---|---|---|---|---|
| AISEO AI Humanizer | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Bypass AI | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| BypassGPT | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Clever AI Humanizer | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| GPTinf | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Grubby AI | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| HIX Bypass | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Humanize AI Pro | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Humbot | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Netus AI | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| NotepadLLM | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Phrasly | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Rephrasy | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| StealthGPT | Beats it | Partial / depends | Flagged | Beats it | Untested | Untested | Untested | Untested | Beats it | Untested | Untested |
| StealthWriter | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Twixify | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| Undetectable AI | Beats it | ⚠ Flagged, needs re-test | Partial / depends | Beats it | Partial / depends | Untested | Untested | Untested | Beats it | Untested | Untested |
| Walter Writes AI | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested | Untested |
| WriteHuman | Beats it | ⚠ Flagged, needs re-test | Untested | Partial / depends | Untested | Untested | Untested | Untested | Partial / depends | Untested | Untested |
✓ Beats it ≈ Partial / depends ✗ Flagged · Untested ⚠ detector updated since last test
Freshness board: needs re-testing
These pairings were last tested before the detector's most recent update, so they may no longer be accurate:
| Humanizer | Detector | Last tested |
|---|---|---|
| Undetectable AI | Originality.ai | Apr 5, 2026 · 4 months ago |
| WriteHuman | Originality.ai | May 1, 2026 · 3 months ago |
Categories:
- Effectiveness data
- AI humanizers
- AI content detectors