Writing tools · Buyer's guide

Best AI Detectors in 2026: Eight Tools Compared, and Why None of Them Should Be Trusted Alone

AI detectors claim 99 percent accuracy. Independent tests find somewhere between 52 and 85. Both numbers are real, they just measure different things. This guide explains the gap, ranks the eight tools worth considering, and tells you plainly which one fits a teacher, a publisher, a student checking their own work, or an agency scanning a thousand pages a month.

By Jordan Hale Updated October 6, 2026 Pricing checked October 6, 2026

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  • Best for publishersOriginality.aiStrongest paraphrase detection, team seats, site scans, 4.6 TrustpilotSee plans
  • Best for educatorsGPTZeroSentence-level highlights, LMS integrations, 10,000 free words a monthCheck the free tier
  • Fewest false positivesCopyleaks1 to 2 percent false-positive rate in independent tables, at the cost of missing more AIView pricing
  • Best for scanned documentsWinston AIOCR for handwritten and scanned uploads, 14 languagesStart the trial
  • Avoid for anything seriousZeroGPTFree and popular, but the highest false-positive rate in the groupWhy we skip it

The comparison table

Accuracy and false-positive figures in this table come from published independent sources, mainly Scribbr's comparative study, the RAID benchmark (ACL 2024), and third-party reviewer compilations. Where a vendor's own claim is the only number available we label it as a claim. Prices are from vendor pages on October 6, 2026.

Close-up of a printed essay under a magnifying glass with some sentences highlighted
Sentence-level highlighting, which GPTZero does and ZeroGPT does not, is the difference between evidence you can discuss and a number you cannot.
ToolBest forIndependent accuracyFalse positivesFree tierPaid fromCompliance
Originality.aiVisit sitePublishers, agencies76 to 92% across tests; 96.7% paraphrased (RAID)4.8 to 5.7% (third party); 0.5 to 1.5% (claimed)60 credits/mo, 3 scans/day$14.95/moNo SOC 2 / FERPA
GPTZeroSee pricingEducators, students52% (Scribbr test) to 95.7% recall (RAID)1 to 12% depending on test10,000 words/mo$14.99/mo, $8.33 annualSOC 2, FERPA, GDPR
CopyleaksCheck it outLow false positives, LMS65 to 66% sensitivity1 to 2%About 10 pages/mo (unofficial)$16.99/mo, $13.99 annualLMS integrations
Winston AIOpen siteScanned docs, images99.87% (claimed, own test set)Not independently published14-day trial, 2,000 credits$18/mo, $60/yrChrome, WordPress, API
QuillBot AI DetectorView plansCasual checks99% on RAID (claimed)Warns about paraphrased text1,200 words/scan, 6/dayAbout $8.33/mo (Premium)20+ languages
SaplingTry itWriters already on SaplingMid-table in Scribbr testNot published2,000 characters/check$25/mo, $12 annualAES-256
Scribbr AI DetectorNot linkedStudents, quick checksOwn study: premium 84%, free 68%Not published1,200 wordsPremium via ScribbrEN, ES, DE, FR
ZeroGPTWhy we skip itNot recommendedAbout 94% sensitivityAbout 16%, highest hereFree foreverNot shown clearlyWhatsApp, Telegram bots

How this list was put together

We did not build our own 500-sample benchmark and we are not going to pretend otherwise. What we did was more useful for a buyer: we gathered every independent accuracy figure we could find and noted who produced it, because a detector vendor testing its own product is not evidence. We then weighted false positives more heavily than raw detection, on the grounds that wrongly accusing a human of using AI does more damage than missing a machine. We read every pricing page, converted credits to words (Originality.ai's one credit equals 100 words, for example), and checked the free tiers ourselves. Finally we read Trustpilot and G2 complaint patterns, because a tool that bills you after cancellation is a bad tool regardless of its F1 score.

Editor's note, October 6, 2026. GPTZero's pricing page was hiding its dollar figures behind a billing toggle when we checked, so the GPTZero prices here come from a tracker that verified them in late September. Everything else is from the vendor page. Winston was running a half-price promo code; we quote list prices.

The single most important thing on this page: a 2023 study published in Patterns found that AI detectors flagged 61.3 percent of essays by non-native English speakers as machine-written. Short text is also far less reliable: independent compilations put accuracy at 65 to 72 percent on 50-word samples versus 88 to 93 percent above 250 words. Never make a decision about a person on one detector's output.

The best AI detectors

01Originality.ai

From $14.95/mo (2,000 credits)Credit 1 = 100 wordsEnterprise $179/mo, 15,000 credits, APIFree 60 credits/mo

Originality.ai was built in late 2022 by a former content-agency owner to catch AI text in client deliverables, and it still feels like a tool for people who publish for a living. The three detection models (Lite, Turbo, Academic) let you trade false positives against sensitivity, the full-site scan is the only one of its kind here, and the team features (seats, shared history, API on Enterprise) are what agencies need. Its RAID benchmark result on paraphrased text, 96.7 percent, is the best published figure in the category, and its Trustpilot score of 4.6 from over 1,300 reviews, with replies to every negative review, is in a different universe from GPTZero's.

The complaints are consistent and worth knowing. Credits are consumed again every time you rescan edited text, which adds up during revision. Third-party reviewers measured false positives at 4.8 to 5.7 percent against the company's claim of 0.5 to 1.5, and G2 reviewers mention formal writing and Grammarly-edited text being flagged. It is not SOC 2 or FERPA certified, so schools should look elsewhere. And its own published "GPT-5 detection" figures were cited by third parties at numbers we could not trace to a primary source, so we have left those out.

Why you would pick it

  • Best paraphrase detection on a public benchmark
  • Site scans, team seats, API
  • Three models to tune sensitivity
  • Clear refund policy and responsive support record

Why you might not

  • Rescans burn credits
  • Real false-positive rate is several times the claim
  • Not certified for education use
  • Pro plan is pricey for a solo writer

02GPTZero

Free 10,000 words/moFrom $14.99/mo, $8.33 annual (150K words)Top plan $45.99/mo, 500K words, APIOwner Superhuman (Grammarly), since June 2026

GPTZero is the detector most teachers have heard of, and its education features justify that: sentence-by-sentence highlighting so you can see what was flagged, Writing Replay that shows how a document was composed, a Chrome extension, Google Docs and Canvas integrations, and SOC 2, FERPA and GDPR compliance. The free tier of 10,000 words a month is the most generous serious offering in the group. The company was profitable with 30 staff by 2024 and was acquired by Superhuman, formerly Grammarly, in June 2026, which guarantees its survival and raises an obvious question about a detector owned by a company that also sells a humanizer.

Accuracy is where the story splits. GPTZero posts 95.7 percent recall on the RAID benchmark and a Chicago Booth benchmark of 99.5, yet Scribbr's independent test scored it at 52 percent overall, and a 2,400-sample third-party test came in at 87. Its false-positive rate ranges from 1 to 12 percent depending on who is testing. Trustpilot is brutal at 2.2 out of 5 from 140 reviews, with half one-star, dominated by false positives on legitimately written academic work and charges after cancellation, and the company does not respond. G2 tells a different story at 4.3. We think the Trustpilot reviews are mostly students on the wrong end of a false flag, which is a real problem, just not the same problem as whether the software works for its paying customers.

Why you would pick it

  • Best free tier for a credible detector
  • Sentence-level transparency and Writing Replay
  • Education compliance and LMS integrations
  • Stable owner after the Superhuman acquisition

Why you might not

  • Independent accuracy results are all over the map
  • Worst Trustpilot score in the category
  • Billing and cancellation complaints
  • Owner also sells an AI humanizer

03Copyleaks

From $16.99/mo, $13.99 annualPro $99.99/mo, 25 seats, 3M wordsLanguages 30+LMS Canvas, Moodle, D2L, Blackboard

Copyleaks is the conservative choice. In independent comparison tables its false-positive rate sits at 1 to 2 percent, the lowest of any tool here, and the trade is that it only catches about two-thirds of AI text. If you would rather miss a machine than accuse a human, that is exactly the profile you want, and it explains why Copyleaks has done well in education, where the downside of a false accusation is severe. It also detects AI-generated images, covers 30-plus languages, and produces a combined AI-and-plagiarism report that teachers like.

For publishers it is less compelling: the Personal plan's credit system (100 to 1,200 "unified credits", up to 25,000 words) is harder to budget than a word count, the Pro tier at $99.99 is aimed at teams, and the free tier is not shown on the pricing page at all (third parties report roughly 10 pages a month). Its affiliate program pays around 12 percent, which is relevant only because we link to it.

Bottom line. Buy Copyleaks when the cost of a wrong accusation is higher than the cost of a miss. That describes most classrooms and almost no newsrooms. Budget for the credit system being harder to read than a word count.

04Winston AI

From $18/mo or $60/yr (100K credits)Trial 14 days, 2,000 creditsLanguages 14Unique OCR for scans and handwriting

Winston AI has the one feature none of its rivals offer: you can upload a photo of a handwritten page or a scanned PDF and it will OCR and scan it. For teachers dealing with paper submissions, or anyone auditing printed archives, that alone can decide the purchase. It also does image and deepfake detection, plagiarism, a sentence-level prediction map, and integrations with Google Classroom, WordPress and Zapier. The annual price is low: $60 a year for 100,000 credits.

What it lacks is independent accuracy data. The 99.87 percent figure is Winston's own, measured on its own 10,000-sample set, and we could find no neutral benchmark result. Its affiliate program is framed around TikTok and YouTube creators and requires hashtags, which is a little unusual for a B2B detection tool. A 50-percent-off promo code was live on the pricing page when we checked; promos come and go, so we have quoted list prices.

Why you would pick it

  • OCR for handwritten and scanned input
  • Image and deepfake detection included
  • Very low annual price
  • 14 languages, broad integrations

Why you might not

  • No independent accuracy results
  • Monthly price is high relative to annual
  • Creator-focused marketing feels off for the product

05QuillBot AI Detector

Free 1,200 words/scan, 6 scans/dayPremium about $8.33/mo annual, unlimitedMinimum input 80 wordsLanguages 20+

QuillBot's detector is the one to use for a quick, free sanity check. The free allowance (1,200 words a scan, six scans a day) covers most casual needs, it handles 20-plus languages, and the page is refreshingly honest that it works best above 300 words and may over-flag heavily paraphrased or formulaic text. The 99 percent RAID claim is the vendor's; Scribbr's independent test ranked it second overall, which is strong. The awkwardness is that QuillBot also sells a humanizer and a paraphraser, so you are buying detection from a company that profits from the thing being detected. For a free tool that does not matter much. For a paid institutional decision it might.

Bottom line. A good free sanity check and nothing more. Six scans a day, honest limitations printed on the page, and a parent company that also sells a humanizer, which matters only if you are paying.

06Sapling

Sapling is a writing assistant (autocomplete, rephrasing, snippets for support teams) that happens to include an AI detector, and that is the right frame. The detector scored mid-table in Scribbr's comparison, the free check is small at 2,000 characters, and the Pro plan only makes sense if you want the whole assistant. The one thing that sets it apart is a clean usage-based API with a five-dollar minimum, which is the cheapest way here to add detection to your own software for low volumes. New users get a month of Pro free.

Why you would pick it

  • Cheapest API entry point
  • Useful writing assistant bundled
  • Encrypted, business-friendly

Why you might not

  • Detector is secondary to the product
  • Small free check
  • No published false-positive data

07Scribbr AI Detector

Scribbr is an academic editing service and its detector exists to serve students who want to check their own work before submission. For that it is fine and free up to 1,200 words. Scribbr is also, usefully, the publisher of the most-cited independent detector comparison, which found premium tools at 84 percent and free ones at 68 percent, so it has a credibility most vendors lack. The detector itself does not disclose which engine it runs on, and the free-tier copy still references GPT-3.5-era models, which suggests the page has not been updated as often as the study has.

Scribbr's study is the reason we trust independent accuracy figures at all. Its own detector is fine. The study is the product.Why Scribbr is on this list

08ZeroGPT

Free forever tierClaim 98.4% accuracy, under 1% false positivesIndependent about 16% false positivesExtras WhatsApp and Telegram bots

ZeroGPT is free, popular and the detector we would least want deciding anything about us. Independent compilations put its sensitivity high, around 94 percent, but its false-positive rate at roughly 16 percent, the worst of any tool in this guide and roughly one in six human texts wrongly flagged. The vendor claims under one percent. The gap between those figures is the whole reason we weight independent data over marketing. It is also the detector most likely to be the one a worried student pastes an essay into at midnight, which makes the false-positive rate a real harm rather than a statistic. Use it for curiosity if you must. Do not use it for a decision.

One in six human texts flagged as AI, in independent testing. Use it for curiosity. Do not use it for a decision about a person.Our position on ZeroGPT

Why detectors disagree with each other

Run the same paragraph through three detectors and you can get 2 percent, 48 percent and 100 percent AI. That is not a bug in one of them. Each tool is a classifier trained on its own corpus with its own threshold for calling something "AI", and they are measuring proxies (how predictable the next word is, how uniform sentence lengths are) rather than reading intent. Short texts have too little signal. Formal, well-structured prose looks statistically "machine-like" by its nature, which is why academic writers and non-native speakers get flagged. And every detector degrades as new models come out until it is retrained. The RAID benchmark found accuracy collapsing under paraphrase in some domains for most tools. None of this means detectors are useless. It means they are evidence, not verdicts.

Illustration of an old balance scale weighing a stack of papers against a single feather
Weighting false positives above raw detection changes the ranking. We think wrongly accusing a person is the heavier outcome.

Which detector do colleges actually use?

Turnitin's AI indicator, which is sold only to institutions and surfaces inside the LMS alongside the similarity report. Independent compilations put it at around 77 percent on AI text and 93 percent on human text, a deliberately conservative tuning. Several universities, including Vanderbilt and Northwestern according to published reports, have switched it off over false-positive concerns. Individual instructors frequently run GPTZero or Copyleaks on their own, which is why those two sell education plans. If you are a student, the practical implication is that you may be scored by a tool you cannot access, so keep your drafts and version history as a matter of routine.

Empty lecture hall with a laptop open on the front desk
Turnitin is sold to the institution, not the student. If you are scored by it, you may never see the tool that scored you.

Can detectors catch humanized text?

Sometimes. Originality.ai's August 2026 test of Undetectable AI still scored the humanized output 100 percent AI on its own detector and 91 on GPTZero. A third-party test the same year showed Turnitin dropping from 97 to 9 percent on the same tool, and then producing three different scores on three runs. If you are buying a detector specifically to catch humanized text, Originality.ai's paraphrase model is the best-evidenced option, and you should still expect to miss some. We cover the other side of this in our guide to AI humanizers.

If you have been falsely flagged

Do not panic and do not argue about the tool's accuracy in the abstract. Gather your version history (Google Docs and Word both keep it), your notes and sources, and any earlier drafts. Ask which detector produced the score and what threshold the institution applies. Point to the published false-positive rates on this page and to the Patterns study on non-native writers if it applies to you. Request a human review and, if offered, a short oral discussion of the work, which is how most good instructors resolve these. The detector companies themselves say their output should not be the sole basis for an accusation; quote them.

Matching the tool to the job

If you publish or run an agency, buy Originality.ai. If you teach or you are a student checking your own work, use GPTZero, starting on the free tier. If false positives frighten you more than misses, Copyleaks. If you have paper submissions or scanned archives, Winston AI. For a quick free check, QuillBot or Scribbr. If you are a developer who needs an API for small volumes, Sapling. And treat ZeroGPT as entertainment.

Questions we get about detectors

How accurate are these, honestly?

Premium tools land around 76 to 85 percent in independent tests, free ones near 68. Short and paraphrased text is much worse. Vendor pages say 99.

What do universities use?

Turnitin's AI indicator, sold to the institution. Some have switched it off. Individual lecturers often run GPTZero or Copyleaks on the side.

Best free detector?

GPTZero's 10,000 words a month. QuillBot and Scribbr for quick 1,200-word checks. Not ZeroGPT, whatever it says about itself.

Can they catch humanized text?

Originality.ai is the best evidenced for it and still misses some. Results vary between runs of identical text.

I have been falsely flagged. Now what?

Export your version history, ask which tool and threshold were used, cite the published false-positive rates, request a human read. The vendors themselves say a score should not decide this alone.

Originality.ai or GPTZero?

Publish for a living: Originality.ai. Teach or study: GPTZero. Neither should be the only evidence for anything.

The short version

Originality.ai for anyone who publishes, GPTZero for anyone who teaches, Copyleaks for anyone who cannot afford a false accusation. Those three cover almost every real use case. The rest are either good free tools for a quick look or, in ZeroGPT's case, a cautionary tale about trusting a vendor's accuracy claim. Whatever you pick, read the false-positive column before the accuracy column, and never let a single score decide anything about a person.