Comparer

Copyleaks vs Pangram Labs

Copyleaks and Pangram Labs both claim high accuracy, but users are torn between them. Copyleaks focuses on enterprise security and broad language support. Pangram Labs emphasizes verified low false positives and seamless LMS integrations.

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Copyleaks
Copyleaks

Détection imparfaite, expérience utilisateur difficile

Avis Ciroapp
2.3
#7 in AI Detector

Nous observons un écart important entre les affirmations techniques de Copyleaks concernant une précision supérieure à 99 % et les faux positifs fréquents et graves signalés par les utilisateurs professionnels. Actuellement, la plateforme nécessite une transparence accrue concernant son modèle tarifaire complexe basé sur des crédits et doit aborder d'urgence les plaintes généralisées concernant un support client peu utile. Dans l'ensemble, bien que la technologie de détection IA de base puisse être prometteuse, sa mise en œuvre médiocre entraîne une incertitude frustrante et coûteuse pour les utilisateurs. 👎

Avantages

  • Validé par des chercheurs de Cornell Tech pour la précision de détection des LLM.
  • Prend en charge des fonctionnalités avancées comme la détection de traduction interlinguistique.
  • Offre une solide conformité d'entreprise avec le RGPD et les certifications SOC 2/3.
  • Détecte les sorties IA et le plagiat dans plus de 100 langues.

Inconvénients

  • Les faux positifs signalent fréquemment l'écriture humaine comme étant 100 % IA.
  • La détection est parfois facilement contournée par de petits changements de contenu.
  • Le système de crédits et les pratiques de facturation sont perçus comme trompeurs et coûteux.
  • Le support client est souvent cité comme étant peu réactif ou automatisé.
Tarifs
$16.99/mois
Essai gratuitOui
Satisfait ou remboursé10 jours
Idéal pour
Enterprise organizations needing strict SOC 2/3 and GDPR compliance, Technical teams that need to analyze AI-generated code, Institutions scanning very large documents or entire websites
Pangram Labs
Pangram Labs

Highly accurate, but limited external validation.

Avis Ciroapp
4.2
#3 in AI Detector

We find Pangram Labs to be a technically impressive AI detector with verified accuracy claims and excellent LMS integrations. However, our review is based solely on provided company materials, as external review platforms were inaccessible. Overall, the product's feature set appears robust for its target audience.

Avantages

  • Industry-leading 99.98% accuracy claim verified by universities
  • Very low false positive rate (1 in 10,000)
  • Seamless integrations with Google Classroom, Canvas, and Moodle
  • Detects all major AI models and AI-assisted writing tools

Inconvénients

  • No accessible external user reviews to validate claims
  • Pricing is credit-based, which may require monitoring usage
  • Advanced features like API access require additional payment tiers
  • LMS integration details (e.g., depth of reporting) not fully specified
Tarifs
$0–$3000/month
Essai gratuit
Satisfait ou remboursé
Idéal pour
Educators and teachers using Canvas, Google Classroom, or Moodle, Publishers and content managers needing ultra-low false positive rates, Individuals or small teams looking for a free or affordable starting point
Verdict rapide
Choisissez Copyleaks si you need enterprise-grade compliance like SOC 2/3 and scan content in 30+ languages
Choisissez Pangram Labs si you're an educator or publisher who needs verified accuracy and seamless LMS integrations

À propos deCopyleaks

Copyleaks est une plateforme robuste axée sur l'authenticité numérique. Elle utilise une technologie d'IA avancée pour analyser des modèles de texte uniques.

Cette approche permet au système de signaler le contenu créé par divers modèles de langage étendus (LLM), notamment GPT-5, Gemini, Claude, et des dizaines d'autres. L'outil vous aide à identifier clairement l'écriture IA, car il recherche les signaux laissés par la modélisation statistique.

Vous pouvez également obtenir des rapports détaillés qui séparent les éléments écrits par des humains de ceux générés par l'IA, même lorsque les deux sont mélangés. La plateforme est vraiment conçue pour la précision et l'évolutivité.

À propos dePangram Labs

💡 Pangram is an AI content detector and plagiarism checker. It's designed for educators, universities, publishers, and enterprises who need to verify the authenticity of written text. The tool analyzes submissions to determine if they are human-written, AI-generated, or AI-assisted, helping maintain integrity in various fields.

Points forts

Les gagnants par catégorie en un coup d'œil.
Accuracy & Reliability
Pangram Labs has a significantly lower stated false positive rate (0.01% vs 0.2%) and better independent verification.
Ease of Integration
Pangram Labs offers direct, out-of-the-box integrations with major LMS platforms, while Copyleaks requires custom solutions.
Value for Money
Pangram Labs provides a free tier and clearer pricing. Copyleaks's credit model can be costly and confusing.
Enterprise Security
Copyleaks holds extensive, documented compliance certifications (SOC 2/3, GDPR, PCI DSS) that enterprises require.
User Reviews & Trust
Copyleaks has poor external reviews. Pangram Labs has no accessible external reviews to compare.
Égalité
Advanced Features
Copyleaks offers unique features like AI code detection and massive document scanning (up to 2,000 pages).

Comparaison des fonctionnalités

Comparez les fonctionnalités clés côte à côte
Core AI Detection
Copyleaks:
Pangram Labs:
Égalité
Plagiarism Checking
Copyleaks:
Pangram Labs:
Égalité
Accuracy Claim
Copyleaks:Over 99% (Cornell Tech validated)
Pangram Labs:99.98% (UChicago & UMaryland validated)
Égalité
False Positive Rate
Copyleaks:0.2%
Pangram Labs:0.01% (1 in 10,000)
Égalité
AI Code Detection
Copyleaks:
Pangram Labs:
Copyleaks
Mixed Content Reports
Copyleaks:
Pangram Labs:
Égalité
AI Assistance Detection
Copyleaks:
Pangram Labs:Grammarly & Quillbot
Pangram Labs
Browser Extension
Copyleaks:
Pangram Labs:
Égalité
LMS Integration
Copyleaks:Enterprise/Education only
Pangram Labs:Canvas, Moodle, Google Classroom
Égalité
API Access
Copyleaks:Enterprise/Education only
Pangram Labs:Developer API ($0.05/1k words)
Égalité
Bulk File Scanning
Copyleaks:Up to 2,000 pages
Pangram Labs:Up to 100 files at once
Pangram Labs
Multi-Language Support
Copyleaks:30+ languages (AI), 100+ (plagiarism)
Pangram Labs:20+ languages
Copyleaks
Free Tier/Plan
Copyleaks:Free credits on signup
Pangram Labs:Free plan (4 checks/day)
Égalité
Paid Plan Starts
Copyleaks:$13.99/month
Pangram Labs:$20/month
Pangram Labs
Security Compliance
Copyleaks:GDPR, SOC 2/3, PCI DSS
Pangram Labs:Not specified
Copyleaks
Refund Policy
Copyleaks:10-day conditional
Pangram Labs:Not specified
Copyleaks
Résumé de la comparaison des fonctionnalités
4
Copyleaks
9
Égalités
3
Pangram Labs

Aperçu des fonctionnalités

Nous mettons en évidence les principales différences et désignons un gagnant pour chaque fonctionnalité.

Detection Accuracy

Both claim 99%+ accuracy, but verified by different sources. Pangram Labs has a lower stated false positive rate.

Pangram Labs

Copyleaks reports over 99% accuracy with a 0.2% false positive rate. It's validated by independent studies, including one from Cornell Tech. The system is trained to ignore basic grammar tools. Pangram Labs claims 99.98% accuracy with a false positive rate of 1 in 10,000. Its accuracy is verified by researchers at the University of Chicago and University of Maryland. Copyleaks's 0.2% false positive rate means 2 out of every 1,000 human texts might be flagged. Pangram Labs's 0.01% rate means only 1 out of 10,000 human texts might be flagged. For high-stakes environments like academia, Pangram Labs's ultra-low rate is a significant advantage. It reduces the risk of wrongly accusing a human writer.

Integrations & Workflow

Pangram Labs integrates directly into popular LMS platforms. Copyleaks requires custom solutions for enterprise integration.

Pangram Labs

Copyleaks offers API and LMS integration, but only for Enterprise and Education custom plans. You must contact sales to set it up. This is designed for large, tailored deployments. Pangram Labs integrates out-of-the-box with Google Classroom, Canvas, and Moodle. A Chrome Extension also works directly in Google Docs. This makes it easy for individual teachers or small teams. Copyleaks's approach is more flexible for developers but less accessible for typical users. Pangram Labs prioritizes a plug-and-play experience for educators. If you're a teacher wanting a one-click solution, Pangram Labs fits better. If you need a custom API for a large institution, Copyleaks may be the starting point.

Pricing & Value

Copyleaks starts cheaper but has a confusing credit system. Pangram Labs offers a free tier and clearer value.

Pangram Labs

Copyleaks Personal starts at $13.99/month (annual). It uses a credit system where 1 credit scans 250 words. Unused credits do not roll over. Pangram Labs has a free plan with 4 daily checks. Its Individual plan is $20/month. Credits are based on document length (1 credit per 1,000 words). Copyleaks appears cheaper initially but can cost more for heavy users due to the credit model. Pangram Labs's free tier provides clear, low-cost entry. For occasional use, Pangram Labs's free plan is unbeatable. For predictable monthly scanning, Pangram Labs's pricing feels more transparent.

Security & Compliance

Copyleaks emphasizes enterprise-grade security certifications. Pangram Labs focuses on data privacy basics.

Copyleaks

Copyleaks is GDPR compliant and holds SOC 2, SOC 3, PCI DSS, and NIST RMF certifications. This is critical for organizations with strict compliance requirements. Pangram Labs states it encrypts data and doesn't sell it. Institutional plans emphasize not training on student data. It doesn't list formal security certifications. Copyleaks provides a documented, auditable compliance framework. Pangram Labs provides assurances but less formal validation. For a bank, healthcare provider, or government agency, Copyleaks's certifications are a requirement. For a school, Pangram Labs's privacy promises may be sufficient.

AI Model Coverage

Both detect major models like GPT-4 and Claude. Copyleaks also detects AI-generated code.

Égalité

Copyleaks detects content from GPT-5, Gemini, Claude, Llama, and many others. It can also identify AI-generated code, even if altered. Pangram Labs detects ChatGPT, Claude, Gemini, Llama, and Grok. It also flags AI writing assistance from Grammarly and Quillbot. Copyleaks has the unique advantage of code detection for developers. Pangram Labs has the unique advantage of detecting AI editing tools. If you're a software team vetting code, Copyleaks is the only option. If you need to spot heavy AI-assisted editing, Pangram Labs has the edge.

User Experience & Trust

User reviews show Copyleaks has major accuracy complaints. Pangram Labs lacks external validation.

Égalité

Copyleaks has a 2.3/5 Trustpilot rating. Users frequently report false positives, flagging pre-AI human writing as 100% AI. The credit system is also criticized. Pangram Labs has no accessible external reviews. Its features and claims come solely from its own website. Trustpilot and Capterra returned no data. Copyleaks's real-world experience contradicts its accuracy claims for many users. Pangram Labs is unproven by the independent user community. Choosing Copyleaks means risking a poor experience based on reviews. Choosing Pangram Labs means relying on vendor claims without third-party social proof.

Copyleaks Tarifs
$16.99/mo

Copyleaks coûte entre 13,99 $ et 99,99 $ par mois pour les particuliers, avec quatre principaux axes tarifaires : Personnel à 13,99 $/mois, Pro à 74,99 $/mois, et des solutions personnalisées pour Enterprise et Education.

Nous fournissons des informations détaillées sur les niveaux d'abonnement individuels ci-dessous, basées sur les prix annuels les plus bas.

Personal

Prix : 13,99 $/mois (facturé annuellement à 167,88 $) Sites Web pris en charge : Non explicitement indiqué Idéal pour : Non explicitement indiqué Politique de remboursement : Garantie conditionnelle limitée de 10 jours Autres fonctionnalités :

  • Analyse IA et plagiat dans un rapport unique avec AI Logic
  • Détection IA dans plus de 30 langues
  • Détection de plagiat dans plus de 100 langues
  • Accès au Shared Data Hub pour une précision de détection accrue
Essai gratuit
Yes
Satisfait ou remboursé
Yes
Pricing types (AI)
Monthly subscription, Yearly subscription, Usage-based pricing
Personal
Mensuel: 16.99 $ · Annuel: 13.99 $
  • Analyse IA et plagiat dans un rapport unique avec AI Logic
  • Détection IA dans plus de 30 langues
  • Détection de plagiat dans plus de 100 langues
  • Accès au Shared Data Hub pour une précision de détection accrue
Abonnement basé sur des crédits ; 1 crédit couvre 250 mots ou moins.
Pro
Mensuel: 99.99 $ · Annuel: 74.99 $
  • Tout ce qui est inclus dans Personal, plus :
  • Idéal pour les startups et les petites équipes (3 à 25 utilisateurs)
  • Filtres de détection avancés
  • Analyse de sites web complets
  • Détection de traduction interlinguistique
Abonnement basé sur des crédits ; 1 crédit couvre 250 mots ou moins.
Enterprise
  • Solution personnalisée
  • Comprend l'accès API et l'intégration LMS
  • Conçu pour les grandes équipes, les institutions ou les districts
Le volume d'utilisation est adapté aux besoins de l'organisation.
Education
  • Solution personnalisée
  • Comprend l'accès API et l'intégration LMS
  • Conçu pour les grandes équipes, les institutions ou les districts
Le volume d'utilisation est adapté aux besoins de l'organisation.
Voir CopyleaksView Copyleaks pricing
Pangram Labs Tarifs
Free–$65/month

Pangram Labs pricing: Pangram Labs offers a range of plans from a free daily tier to paid professional subscriptions starting at $20 per month. Users can choose between monthly and annual billing to save on higher credit limits and plagiarism detection features.

science. This structure makes it easy for both individuals and large organizations to find a fit.

science. This structure makes it easy for both individuals and large organizations to find a fit.

Essai gratuit
Satisfait ou remboursé
Pricing types (AI)
Free plan, Monthly subscription, Yearly subscription, Usage-based pricing
Pangram Labs pricing screenshot
Voir Pangram LabsView Pangram Labs pricing

Pricing Notes

Context that may affect total cost of ownership.
  • Copyleaks's credit system (1 credit = 250 words) can be confusing and lead to unexpected costs.
  • Pangram Labs offers a genuinely free plan, making it easier to start without commitment.
  • Copyleaks's 10-day refund is conditional and only if no credits are used.
  • Pangram Labs's pricing structure appears more transparent for regular users.

Pricing Head-to-Head

Who offers better value at a glance.
Cheaper starting price
Free trial available
Égalité
Refund policy
Copyleaks
Pricing models variety
Pangram Labs
Gagnant global des tarifs
C'est une égalité

Avis des utilisateurs

Ce que les utilisateurs pensent de ces outils
Gagnant des avis
Pangram Labs
Copyleaks
2.30 reviews

Les avis sur Copyleaks présentent une expérience utilisateur fortement divisée, ce qui se reflète dans son faible score Trustpilot global. La critique principale concerne la fonction principale de l'outil : la précision.

De nombreux utilisateurs, y compris des écrivains professionnels de longue date, signalent des expériences frustrantes où un contenu clairement rédigé par l'homme – même du texte rédigé avant l'existence des LLM – est signalé comme étant généré à 100 % par l'IA. Ces taux de faux positifs extrêmement élevés sapent fortement la confiance dans la fiabilité de l'outil, amenant les utilisateurs à le qualifier de « faux détecteur d'IA ».

David K.
· Trustpilot
1.0 / 5

J'ai 35 ans d'expérience en écriture, et lorsque j'ai soumis mon entrée de journal dans Copyleaks, il a renvoyé un contenu 100 % IA. Tous les autres logiciels concurrents indiquent 100 % Humain. Copyleaks est un échec épique.

Aucun avis pour le moment.
Pangram Labs
4.20 reviews

External review sentiment for Pangram Labs is currently unavailable. The Trustpilot page returned a verification error, preventing us from accessing user reviews.

Capterra also provided no data. Consequently, this summary reflects only the features and pricing information from the company's own website, which highlights high accuracy, strong integrations, and flexible plans.

Aucun avis pour le moment.
AI conclusion
Copyleaks has public reviews that are overwhelmingly negative, citing high false positives and billing issues. Pangram Labs lacks any public user reviews. You're comparing a troubled reputation to an unknown one.

Notre verdict

Guidance objective basée sur les fonctionnalités, les tarifs et l'adéquation aux besoins.

Copyleaks and Pangram Labs both promise to catch AI writing, but they serve very different needs. There's no single winner for everyone. Copyleaks's superpower is its enterprise security. It holds SOC 2/3 and GDPR certifications that big companies require. It also detects AI code, which is unique. Pangram Labs's superpower is its verified accuracy. It has a lower false positive rate and works directly inside tools teachers already use. This is huge for educators. The deciding factor is your priority. Pick Copyleaks if compliance certifications and code analysis are non-negotiable. Pick Pangram Labs if you need reliable detection with minimal false accusations. For most educators and content creators, Pangram Labs is the safer bet. Its LMS integrations and low false positives solve daily problems. Choose Copyleaks only if you need its specific enterprise or technical features.

Questions fréquemment posées

Which is better for small teams: Copyleaks or Pangram Labs?

Pangram Labs is likely better for small teams, especially in education. It integrates directly with LMS platforms like Canvas and Moodle. Copyleaks requires contacting sales for team plans over 25 users.

Does Copyleaks have better accuracy than Pangram Labs?

Copyleaks claims over 99% accuracy, while Pangram Labs claims 99.98%. Pangram Labs also boasts a much lower false positive rate (0.01% vs. 0.2%). This is a key difference for avoiding false accusations.

Is Pangram Labs worth the extra cost over Copyleaks?

Pangram Labs's Individual plan costs $20/month, while Copyleaks starts at $13.99/month. However, Pangram Labs includes plagiarism detection and offers a free tier. The value depends on your specific needs.

Can I migrate from Copyleaks to Pangram Labs easily?

Migration is straightforward since both are cloud-based tools. You would primarily be moving your team and changing your workflow. Pangram Labs offers direct LMS integrations that may simplify the switch for educators.

Which tool is better for detecting AI code?

Copyleaks is the only one of these two that explicitly detects AI-generated code. Pangram Labs focuses on text content. If code analysis is critical, Copyleaks is your only choice here.

Do both tools offer free trials?

Copyleaks offers a limited number of free credits upon signup. Pangram Labs has a permanent free plan with 4 daily checks, plus a 7-day trial for its Individual plan. Pangram's free offering is more generous.

Prêt à choisir ?

Chaque outil a ses forces. Choisissez selon vos besoins.