Label Studio vs Encord

Label Studio9.3Visit Encord8.4Visit

Higher score Label Studio #1 in AI Data Labeling Tools 9.3/10 Free plan Free plan✓ 2 of 4 features Visit Label Studio

vs

Encord #8 in AI Data Labeling Tools 8.4/10 Pricing on request ✓ 2 of 4 features Visit Encord

• Label Studio fits best

  Teams wanting free, open labeling

• Encord fits best

  Multimodal teams needing advanced quality workflows

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Side by side

Feature	Label Studio 9.3/10 Visit ↗	Encord 8.4/10 Visit ↗
At a glance
Editor score	9.3	8.4
Ranking	#1 in AI Data Labeling Tools	#8 in AI Data Labeling Tools
Best for	Teams wanting free, open labeling	Multimodal teams needing advanced quality workflows
Pricing model	Free plan + paid	Paid
Starting price	—	—
Free plan	✓ (best)	—
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web, Windows, macOS, Linux	Web
Support	Community, Docs, Tickets	Email, Docs
Compliance	SOC 2, HIPAA, SSO/SAML	SOC 2, GDPR, HIPAA, SSO/SAML, 2FA
Integrations	4 integrations	9 integrations
Built for	Small business, Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features Label Studio 2/4 · Encord 2/4
Model-assisted labeling	✓	✓
Human review workflows	Not checked yet	Not checked yet
Custom ontologies	Not checked yet	Not checked yet
API access	✓	✓
Specs
Supported modalities	Not checked yet	Not checked yet
Deployment options	Not checked yet	Not checked yet
Our review
Pros	Open-source Community Edition with self-hosting across major platforms Model-assisted labeling, configurable interfaces, and broad annotation types Exports to JSON, CSV, COCO, Pascal VOC, YOLO, PNG, and NumPy	Annotates image, video, audio, text, documents, DICOM, and NIfTI AI-assisted labeling, consensus workflows, and quality-control features APIs, SDKs, and integrations across major cloud storage platforms
Cons	Advanced quality workflows and analytics require paid editions Enterprise SSO options are limited to SAML or LDAP deployment Community support relies on Slack and GitHub issues	No free plan Pricing requires contact with sales Enterprise deployment options are limited to higher-tier plans
Our verdict	Label Studio is an open-source data labeling platform from HumanSignal for machine-learning and AI teams. It supports image classification, object detection, semantic segmentation, OCR, audio, text, and multimodal workflows. Annotation… Read the review →	Encord is a multimodal data platform for AI teams that manage, curate, annotate, and evaluate training data. It covers image, video, audio, text, documents, DICOM, NIfTI, LiDAR, and other data types. Its annotation toolkit includes… Read the review →

Strengths and trade-offs

• Label Studio — where it wins

  • Open-source Community Edition with self-hosting across major platforms
  • Model-assisted labeling, configurable interfaces, and broad annotation types
  • Exports to JSON, CSV, COCO, Pascal VOC, YOLO, PNG, and NumPy

  Where it doesn't

  • Advanced quality workflows and analytics require paid editions
  • Enterprise SSO options are limited to SAML or LDAP deployment
  • Community support relies on Slack and GitHub issues

• Encord — where it wins

  • Annotates image, video, audio, text, documents, DICOM, and NIfTI
  • AI-assisted labeling, consensus workflows, and quality-control features
  • APIs, SDKs, and integrations across major cloud storage platforms

  Where it doesn't

  • No free plan
  • Pricing requires contact with sales
  • Enterprise deployment options are limited to higher-tier plans

• Label Studio9.3/10 · Free plan

  A flexible open-source labeling platform with broad annotation, export, and deployment options.

  Visit Label StudioFull verdict →
• Encord8.4/10 · Pricing on request

  Advanced annotation, quality workflows, and evaluation for multimodal AI data.

  Visit EncordFull verdict →