Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Markup: Document Annotation records 263 monthly visits with -17.8% growth and Free pricing.
The environments frontier AI trains on, and the agents that do the recurring work
Turn free text into structured, model-ready data with AI-assisted annotation.
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | getmarkup.com |
| Pricing Model | Contact for Pricing | Free |
| Monthly Visits | 762.8K (762,803) | 263 (263) |
| MoM Traffic Delta | -225.17K (-22.8%) | -57 (-17.8%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇹🇷 Türkiye (100%) |
| Direct Visits / mo | 370.02K | 109 |
| User Rating | 4.4 | 4 |
| Supported Platforms | Website | Website |
The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.
Turn free text into structured, model-ready data with AI-assisted annotation.
Mark up documents and free text to extract names, entities, relationships and fields into clean tabular or JSON output.
Built for NLP and ML workflows, so exported datasets plug into model training pipelines without heavy reformatting.
AI assistance proposes labels and extractions to reduce repetitive manual work, while you keep final control over correctness.
An interactive demo lets you test the annotation flow before committing to a full project setup.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
Human-validated training data and evaluation services for frontier AI models
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
AI data infrastructure for building production-grade models
AI data infrastructure for building production-grade models
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
The multimodal data layer for computer vision and physical AI teams
Free / Open-sourceLabel any data. Evaluate any AI.
AI workflow platform for document-heavy back-office operations
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
Parse emails, PDFs, and documents into structured JSON with LLM-powered extraction
Parse emails, PDFs, and documents into structured JSON with LLM-powered extraction
Describe your document workflow in plain language and let AI build it
