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Labelbox Annotate

Labelbox Annotate lets teams create, review, and manage labeled datasets for AI model training and evaluation.

Labelbox Annotate

In inglese

Labelbox Annotate is a web-based data-labeling workspace for teams that need to annotate images, video, text, documents, audio, conversational data, and multimodal AI content. It supports built-in editors, ontology design, imported ground-truth annotations, model-assisted labeling, and collaborative review.

Teams can use internal labelers, vendors, or Labelbox labeling services. Workflow features such as batches, review stages, rework, audit history, and data-row filtering help manage quality and throughput. Labelbox also provides APIs and SDKs; model-assisted features and labeling services may involve additional usage or service costs.

Features

  • 10+ built-in editors for multimodal chat, LLM evaluation, prompt/response generation, and computer vision
  • Supports image, video, text, conversational text, PDF, geospatial, audio, HTML, and DICOM data
  • Create ontologies with objects, classifications, and nested sub-classifications
  • Import ground-truth annotations and model predictions
  • Use model-assisted labeling for pre-labels, bounding boxes, and segmentation masks
  • Manage labeling with batches, data rows, workflows, review, rework, and audit logs
  • Export labeled data, metadata, attachments, and project details
  • API reference and Python SDK available

Use cases

  • Label images and video for computer-vision model training
  • Evaluate and rank responses from large language models
  • Create prompt-and-response datasets for supervised fine-tuning
  • Annotate documents, PDFs, and text for NLP and OCR systems
  • Review model predictions and send incorrect labels for rework
  • Build multimodal datasets for AI agents and generative AI systems

Pros

    Cons

      Latest updates

      Capabilities

      • Charts and dashboards — “Performance dashboard” source
      • API — “With just a few steps, you can set up the SDK, import various types of data, and launch, monitor, and export labeling projects programmatically, all while ensuring data quality and scalability.” source

      Get it

      Pricing

      Starting price
      Free
      Prices checked
      2026-09-25
      Read
      by web search

      Free

      Free

      • 500 LBU free each month
      • Max 30 users per organization
      • Max 50 projects
      • Max 10M data rows

      Starter

      • $0.10 per LBU
      • Fixed rate: $0.10 per LBU
      • No limit on users/projects
      • Higher API rate limits

      Enterprise

      Price on request

      • No LBU limit
      • Highest API rate limits
      • SSO, HIPAA add-ons available

      Education

      Free

      • 500 LBU free each month (or similar limits)
      • Max 30 users
      • Max 100,000 projects
      Official website