⚖️Side-by-Side Comparison

Encord vs GitLab: Which is Better in 2026?

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Feature
Encord logo
Encord

Developer Tools

GitLab logo
GitLab

Developer Tools

RatingNo reviews yetNo reviews yet
Pricing—Free

as of Oct 12, 2026

Pricing ModelContact SalesFree Trial
Free Plan
Free TrialYes
API Available
VerifiedVerified
Founded20212011
HQSan Francisco, California, USSan Francisco, CA
Team Size201-500Teams of every size; 50+ million users
Platforms—
WebSelf-hosted
Top Integrations—
AWSGoogle Cloud
Key Features
  • Label and annotate
  • Curate and collect
  • Align and evaluate
  • Data-as-a-Service
  • Physical AI data
  • AI orchestration
  • Platform
  • Security
  • GitLab Flex
  • GitLab Duo
  • +2 more
Description

Encord is a multimodal data infrastructure platform for annotating, curating, and evaluating AI training data across images, video, LiDAR, audio, text, and sensor fusion. It supports the full data pipeline from collection and labeling to model alignment (RLHF, rubric-based evaluation) and deployment feedback, and offers managed data-as-a-service with expert annotators. It is designed for Physical AI and enterprise teams building computer vision and multimodal AI systems. Encord has raised $110M in total disclosed funding (Series C, Dec 2025) and has around 216 employees (Tracxn, verified 2026-10-03).

GitLab is the complete DevSecOps platform delivering software faster and more efficiently. With source code management, CI/CD, security, and project management in a single application, GitLab is trusted by 30 million+ developers.