Frontier Labs & Coding Agents

Train on the Best
Open Source Code

Frontier labs & enterprises use our advanced coding data labeling network to improve the quality of their coding models and agents.

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8.5M+ Projects
350+ Ecosystems
400K+ Experts

Product

Train Models on High Quality Coding Data

We enrich open-source code & contributor activity with deeper context, giving your models richer training data drawn from the highest-quality projects.

Get High Quality Code & Codebases

Our pipeline sources, filters, categorizes, and ranks repositories, ensuring your models always train on the best open-source codebases.

Access Domain Expert Network

Expert-labeled code and contributors across 350 developer ecosystems give you clean, domain-specific signals.

Create Better Evals

Generate evals from real projects and contributors, aligning benchmarks with practical coding standards.

Use Your Existing Workflow

Designed to slot directly into SFT, RLHF, and RLAIF workflows without added overhead.


Pipeline

Better Signals, Better Code

Our pipeline surfaces the most valuable codebases by going beyond basic repo data.

From Open Source Datasets
Core Project Metadata
Programming Languages
Quality & Usage Signals
Evolution & Freshness
Code Structure & Complexity
Community Activity
AI & Semantic Features
Ecosystem Level Data
Dynamic Categories & Taxonomies
From Datamarket logo
Core Project Metadata
Programming Languages
Quality & Usage Signals
Evolution & Freshness
Code Structure & Complexity
Community Activity
AI & Semantic Features
Ecosystem Level Data
Dynamic Categories & Taxonomies

Integration

Better Data, Right Away

Skip heavy integrations. Plug Datamarket directly into your workflow and get high-quality coding data in days, not months.

API

Instant, targeted access with one call. Query the API and start training.

Custom Feeds

Efficient bulk delivery of ready-to-use datasets directly into your training pipeline. Designed for scale.


Our Team

Founded by open source veterans, Datamarket's team has contributed to or worked at leading technology and OSS organizations. We've helped scale projects at:

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Get Early Access

We’re inviting a small group to shape Datamarket. Reach out to get access.

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