Detectors
Classifiers that guess whether text came from a model. None of them is proof, every vendor publishes its own accuracy numbers, and the independent evidence is thinner than the marketing.
| Tool | Free use | API | Targets humanized text | Built for |
|---|---|---|---|---|
| Turnitin AI writing detection | No | Institutional | Yes, English only (since Aug 2025) | Schools and universities |
| Pangram | Limited | Yes | Yes (vendor claim) | Education, publishers, enterprise |
| GPTZero | Yes | Yes | Not stated | Education |
| Originality.ai | Trial only | Yes | Not stated | Publishers and SEO teams |
| Copyleaks AI Detector | Limited | Yes | Not stated | Enterprise and education |
| Scribbr AI Detector | Yes | No | Not stated | Students |
| Sapling AI Detector | Yes | Yes | Not stated | General, browser extension |
| ZeroGPT | Yes | Yes | Not stated | General |
| Writer AI Content Detector | Yes, short text | No | Not stated | Marketing teams |
| Binoculars | Open source | Self-hosted | Not applicable | Researchers |
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Turnitin AI writing detection Turnitin Institutional licence, sold as an add-on to Turnitin Originality and iThenticate.
The detector most students meet. It reports a percentage of a submission that it judges likely AI-written. AI bypasser detection, announced August 27, 2025, flags text that humanizer tools may have rewritten and counts it toward the AI-generated total. Bypasser detection is trained and tested for English only.
Several universities have switched the AI indicator off over false-positive concerns. Turnitin's own guide says a score should start a conversation, not decide an outcome.
turnitin.com, checked 2026-10-31 -
Turnitin's own description of how the model is trained, what the percentage means, which languages are covered and where it says the score should not be used alone.
guides.turnitin.com, checked 2026-10-31 -
A trained classifier that explicitly targets humanized text as well as raw model output. Pangram publishes its own comparisons and reports detection above 90 percent on high-quality humanized content.
Those figures are vendor-reported. No independent study of the same claim had been published when this entry was checked.
pangram.com, checked 2026-10-31 -
Education-focused detector with per-sentence highlighting, document reports and a writing-replay feature for Google Docs that shows how a draft was typed.
gptzero.me, checked 2026-10-31 -
Built for publishers, agencies and SEO teams. Combines AI detection with plagiarism, readability and fact-check tools, and publishes its own benchmark studies.
originality.ai, checked 2026-10-31 -
Enterprise and education detector that also covers source-code and plagiarism checks. Claims low false-positive rates in its own testing.
copyleaks.com, checked 2026-10-31 -
A free checker from the academic editing service, with a premium tier for longer documents.
scribbr.com, checked 2026-10-31 -
Highlights sentences by estimated likelihood and ships as a browser extension.
sapling.ai, checked 2026-10-31 -
One of the most-visited free checkers.
Independent tests often report inconsistent scores on the same text, so treat it as a rough signal.
zerogpt.com, checked 2026-10-31 -
A quick check from the enterprise writing platform, limited to short samples.
writer.com, checked 2026-10-31 -
A zero-shot method that compares how two related models score the same text, with no detector training data. Useful as an independent baseline when you do not trust a vendor's number.
arxiv.org, checked 2026-10-31