open-r1

Fully open reproduction of DeepSeek-R1 for language modeling tasks.

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is open-r1?

Open-r1 is a fully open-source reproduction of the DeepSeek-R1 model, designed to perform various language modeling tasks. It offers developers and researchers access to advanced AI capabilities under an Apache-2.0 license.

Key differentiator

Open-r1 stands out as a fully open-source alternative to DeepSeek-R1, offering developers and researchers complete transparency and flexibility in their language modeling tasks.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Fully open-source under Apache-2.0 licensemedium

Reproduction of DeepSeek-R1 model for language tasksmedium

Self-hosted deployment flexibilitymedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited documentation and exampleshigh

Official repository lacks comprehensive guides, tutorials are sparse and out-of-date

Performance issues with large datasetsmedium

Model training times increase exponentially with larger input sizes, memory usage is high

Fit analysis

Who is it for?

✓ Best for

Researchers looking for a fully open-source alternative to DeepSeek-R1

Developers needing flexibility in self-hosting their models

Projects requiring reproducibility and transparency in AI model usage

✕ Not a fit for

Teams requiring real-time, low-latency responses from the model

Applications that need cloud-based managed services for ease of use

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with open-r1

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →