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Pangram AI Detector Review 2026

Pangram is a high-accuracy AI text detector built on a RoBERTa-large model. In DetectArena's blind pairwise testing, Pangram consistently ranks among the top performers across academic and technical content categories. It supports 20 languages and offers sentence-level highlighting with a reported 0.01% false positive rate.

Overview

Pangram, developed by Pangram Labs, takes a deep-learning approach to AI text detection using a fine-tuned RoBERTa-large transformer model. The tool classifies text across four tiers of confidence, giving users more nuance than a simple "AI or human" binary output.

In DetectArena's crowdsourced blind evaluations, Pangram has earned a strong Elo rating through consistent performance on academic papers, technical documentation, and general-purpose text. Its 4-tier classification system (definitely AI, likely AI, likely human, definitely human) provides more granular results than most competitors.

Pangram processes text across 10 content domains and supports 20 languages. The API accepts texts as short as 50 characters, making it suitable for analyzing shorter passages where other tools require 250+ characters. Response times average around 245ms, placing it among the faster tools in the benchmark pool.

Key Metrics

MetricValue
Elo Rating1775
Claimed Accuracy99.98%
False Positive Rate0.01%
Average Latency245ms
Languages Supported20
Min Text Length50 characters
API Price$0.050 per 1,000 words
Pricing Modelpaid
ModelPangram v3 (RoBERTa-large)
OrganizationPangram Labs

Features

Strengths

Weaknesses

Performance by Category

CategoryElo Rating
Academic1670
Technical1660
Marketing1645
Creative & Social Media1640
General1620

Pricing

Pangram operates on a paid-only pricing model at $0.05 per 1,000 words via API. There is no free tier. For teams processing large volumes of text, the per-word cost is moderate. Compared to GPTZero ($0.15/1K words) it is significantly cheaper, but more expensive than Originality.ai ($0.01/1K words) and Sapling ($0.005/1K words).

For academic institutions using Pangram's LMS integration, the pricing model may differ. Contact Pangram Labs directly for institutional licensing.

Best For

Academic institutions, publishing houses, and enterprise teams that need the lowest possible false positive rate and are willing to pay for reliability. Particularly strong for evaluating academic writing, research papers, and technical documentation.

Methodology

DetectArena ranks AI detectors using blind pairwise voting. Users compare two tools on the same text without knowing which is which, then vote on which performed better. Rankings use the Elo rating system across 5 content categories.

Read the full methodology →

Test Pangram on DetectArena

Run your text through Pangram and see how it performs in blind comparison.

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Frequently Asked Questions

Is Pangram accurate?
Pangram reports 99.98% accuracy with a 0.01% false positive rate. In DetectArena's blind crowdsourced testing, Pangram consistently ranks in the top tier across most content categories. However, no AI detector is perfect, and accuracy varies by content type, text length, and writing style.
Does Pangram have a free version?
No. Pangram is a paid service with no free tier. API access costs $0.05 per 1,000 words. Some competitors like ZeroGPT and Sapling offer free tiers with limited usage.
What languages does Pangram support?
Pangram supports 20 languages. The tool is designed for cross-lingual detection, though accuracy may vary by language depending on the training data available for each.
How does Pangram compare to GPTZero?
Both tools rank highly in DetectArena's blind testing. Pangram has a lower false positive rate (0.01% vs 2.0%) and faster response times. GPTZero offers a free tier and strong LMS integrations for education. See the full GPTZero vs Pangram comparison.
Can Pangram detect paraphrased AI text?
Yes. Pangram is one of the few tools in DetectArena's benchmark pool that claims paraphrase-resistant detection, meaning it can identify AI-generated text even after it has been reworded by paraphrasing tools like QuillBot or Undetectable AI.