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Head to head

Pangram vs Undetectable.ai

Pangram scores higher overall, 3.6 against 2.7 of 5.0, and leads in 6 of the six categories to 0. Which matters depends on the categories you weigh most.

Independently evaluated by huby · 2026-10-22 · scores free to read and cite

Overall scores

Pangram
3.6of 5.0
Adequate2 of 9 in the cohort
Undetectable.ai
2.7of 5.0
Weak9 of 9 in the cohort

Category by category

CategoryPangramUndetectable.ai
Qualityleads3.73.5
Privacyleads3.42.3
Securityleads3.32.3
Use Cases & Pricingleads3.53.0
Sustainability And Reliabilityleads3.82.8
Impact, Ethics, And Safetyleads4.11.8

A category is won on the higher score. Equal scores are counted for neither.

What the evaluation found

Pangram

Strongest category: Impact, Ethics, And Safety

Pangram projects an image of transparency and responsibility, publishing extensive documentation on its internal governance, fairness testing, and product limitations. However, the evidence supporting its key claims of accuracy and fairness comes almost entirely from the company itself, without formal, independent audits to verify them. This lack of external validation is significant, as independent users report frequent false positives and unreliable results that contradict the company's marketing.

Pangram Research Brief, $35 →

Undetectable.ai

Strongest category: Quality

Undetectable.ai demonstrates highly inconsistent performance, excelling at identifying simple, unedited AI or human writing but struggling significantly with more complex material. In controlled huby testing, the tool correctly identified all purely human-written documents but failed to flag two-thirds of AI-generated text that was edited or designed to be evasive. This performance gap extends to its rewriting feature, where the paid version can bypass some detectors while the free version is completely ineffective.

Undetectable.ai Research Brief, $35 →

Go deeper on either one

The scores above are free. A Research Brief adds every subcategory scored, the assessment behind each one, and who should consider it - six pages, in the shape a buying decision actually needs.

Common questions

Is Pangram or Undetectable.ai better?

On huby's independent evaluation, Pangram scores 3.6 against 2.7 for Undetectable.ai, and leads in 6 of the six categories. Neither is better at everything - the category table above shows where each one leads.

How are Pangram and Undetectable.ai scored?

Both are evaluated against the same framework, on the same 1.0-5.0 scale, from evidence tiered by source. The scores were published 2026-10-22. huby takes no payment to change a score or a rank.

How many AI detectors has huby evaluated?

9 text detectors, all against the same framework, which is what makes these two comparable at all.

What do I get that is not on this page?

This page is free and always will be: both overall scores, all six category scores and a verdict. A Research Brief adds the subcategory scores, the written assessment behind each one, and who should consider the product.