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Pangram Labs

High-accuracy AI content detector with segment-level and image detection

ai-detection#ai-detection#content-verification#academic-integrity#plagiarism
Free plan Free trial Claimed API Teams Browser extension
Toolglade’s take

Pangram is among the more credible AI detectors in 2026, with independent studies backing its accuracy claims and a genuinely useful low false-positive rate. That said, its own reviewers acknowledge it weakens on humanized or blended text, and the core truth of the category still holds: no AI detector is infallible, and a flag is evidence, not proof. It should never be the sole basis for accusing a student or penalizing a writer. Use it as one signal alongside human judgment and process.

About Pangram Labs

Pangram Labs is a high-accuracy AI content detector that analyzes text segment by segment, attributes it to specific models, and now detects AI images.

Pangram is an AI detector focused on accuracy and reducing false positives, reporting figures around 99.7% accuracy on AI-generated samples and a false-positive rate near 1 in 10,000 in independent testing. Rather than a single verdict, it classifies each segment of a document into four tiers, from fully human to fully AI-generated, and attempts to identify which model likely produced flagged text. In 2026 it also introduced an image detection research preview. Independent research adds credibility: in June 2026, researchers at the University of Chicago Booth School of Business and Vrije Universiteit Brussel found accuracy between 99.8% and 100% on most models, and a peer-reviewed 2026 study rated Pangram the strongest overall performer against GPTZero, Turnitin, and Copyleaks. Importantly, reviewers note Pangram is strong on clean AI output but weaker once text is run through humanizers or blended with real writing, a limitation shared across the detection field. Pangram competes with detectors like GPTZero, Originality.ai, Turnitin, and Copyleaks. Its differentiation is high measured accuracy, segment-level analysis, and model attribution, though as with all AI detectors, no result should be treated as definitive proof, especially for consequential decisions like academic misconduct.

TL;DR

Pangram Labs is a high-accuracy AI content detector with segment-level analysis and model attribution, backed by independent 2026 research.

Company overview

Pangram Labs is an AI detection company focused on accurately identifying AI-generated content while minimizing false positives. It serves educators, publishers, and content platforms.

Its accuracy has been evaluated in independent and peer-reviewed 2026 research, positioning it among the stronger detectors in the market.

Product features

Pangram classifies documents segment by segment into four tiers from fully human to fully AI-generated, attempts to attribute flagged text to specific models, and offers API and browser access. In 2026 it added AI image detection.

The detector is strongest on clean AI output and weaker on humanized or blended text, a limitation shared across the field.

Target market

Pangram targets educators and academic integrity teams, publishers, content and marketing teams, and platforms that need to verify whether content is AI-generated.

Buyer personas

End users

Teachers, editors, and content reviewers who check text for AI generation.

Buyers

Academic institutions, publishers, and content platform operators.

Key influencers

Academic integrity officers, compliance teams, and IT.

Ideal customer profile

An institution or content platform that needs accurate AI-text detection as one signal in a broader verification and integrity process.

Funding & performance

Pangram Labs is a venture-backed AI detection startup. Verify current funding details with the vendor or public sources.

Pros & cons

Pros

  • Very high reported accuracy in independent testing
  • Low false-positive rate near 1 in 10,000
  • Segment-level tiering rather than a single verdict
  • Attempts to attribute text to specific models
  • Backed by peer-reviewed and academic research
  • Added image detection capability

Cons

  • Weaker on humanized or heavily edited text
  • No detector is infallible; results are not proof
  • Blended human-AI writing is hard to classify
  • Full pricing requires contacting the vendor
  • Risk of misuse in high-stakes accusations

Pricing plans

Free
$0 / month
  • Limited AI text checks
  • Basic detection results
Pro / API
Custom
  • Higher volume detection
  • Segment-level analysis
  • Model attribution
  • API access
  • Team features

Key features

API
Browser extension
Team collaboration
Multi-language
Integrations
API, Browser extension, LMS workflows
Input types
text, image
Output types
text
Best For
academic integrity, content verification, AI text attribution

Compare key features

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API
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Team support
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Frequently asked questions

How accurate is Pangram?+

Pangram reports around 99.7% accuracy on AI-generated samples with a very low false-positive rate, supported by independent 2026 research, though performance drops on humanized text.

Can Pangram tell which AI model wrote text?+

It attempts to attribute flagged text to a likely model, such as models from OpenAI, Anthropic, or Google.

Does Pangram detect AI images?+

Yes. In 2026 it introduced an AI image detection research preview alongside its text detector.

Should I rely on Pangram alone to accuse someone?+

No. Like all AI detectors, a Pangram result is evidence, not proof, and should be combined with human judgment and process.

Does Pangram have an API?+

Yes. Pangram offers API access for higher-volume and integrated detection use cases.

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