MiroMind Open Deep Research
MiroMind team
Aug 7, 2025
Launching MiroMind Open Deep Research V0.1: A High-Performance, Fully Open-Sourced Deep Research Project That Grows with Developers
Introducing MiroMind Open Deep Research v0.1
What is Deep Research? Deep research is an agentic capability that conducts multi-step research on the internet for complex tasks. It accomplishes in tens of minutes what would take a human many hours.
The goal of MiroMind Open Deep Research (MiroMind ODR) is to build a high-performance, fully open-sourced, open-collaborative deep research ecosystem — with agent framework, model, data, and training infra all fully accessible and open. We invite developers to participate together to promote the healthy growth of the Open Deep Research ecosystem.
MiroMind ODR vs. Existing Deep Research
Fully Open-Sourced
Compared to existing deep research methods, the MiroMind ODR project opens all stages of Deep Research, including four sub-projects: MiroFlow (agent framework), MiroThinker (model), MiroVerse (data), and MiroTrain (Training Infra)
Project | GAIA validation Performance | Open Source Scope | Reproducible by 3rd Party | ||||
|---|---|---|---|---|---|---|---|
Technical Report / Blog | Agent Framework | Model | Data | Training Framework | |||
MiroMind ODR | 82.4 | ✅️ | ✅️ | ✅️ | ✅️ | ✅️ | ✅️ |
Open AI Deep Research 20250202 | 67.4 | ✅️ | ❌ | ❌ | ❌ | ❌ | ❌ |
Manus | 73.3 | ✅️ | ❌ | ❌ | ❌ | ❌ | ❌ |
Aworld | 61.8 | ✅️ | ❌ | ❌ | ❌ | ❌ | ❌ |
OWL | 69.1 | ✅️ | ✅️ | ✅️ | ❌ | ❌ | ❌ |
WebShaper | 60.9 | ✅️ | ✅️ | ✅️ | ❌ | ❌ | ❌ |
Details of MiroMind Open Deep Research
Sub-Project | Type | Description | Highlights of This Version | Open Source Link |
|---|---|---|---|---|
MiroFlow | Agent Framework | Supporting multiple mainstream tool calls, extending large language models to support tool-assisted deep research reasoning | Stable reproduction, breakthrough performance of 82.4 on GAIA, currently the highest reproducible performance model on GAIA | |
MiroThinker | Model | Large language model that natively supports tool-assisted reasoning | Trainable and reproducible, top performance in GAIA | https://github.com/MiroMindAI/MiroThinker https://huggingface.co/collections/miromind-ai/mirothinker-v01-689301b6d0563321862d44a1 |
MiroVerse | Data | 147k Open-Source training data supporting Deep Research training | Focus on community feedback, monthly update continuously provide monthly updates with high-quality, deep research datasets. | |
MiroTrain / MiroRL | Training Infra | Supports stable and efficient training for the Deep Research Model | Covers the whole Deep Research training process, supports long-text training and RL training with tools | https://github.com/MiroMindAI/MiroRL |
Reproducible High Performance
MiroFlow achieves the currently best performance on GAIA validation (82.4) in the Open-Source Reproducible community.
MiroThinker, an open-sourced deep research model developed by MiroMind, achieves SOTA performance (60.2%) on GAIA-Text-103, which is approaching OpenAI Deep Research.
What Do We Offer For the Developer Community?
A fully open-sourced, reproducible ODR project, easy to learn, reuse, and contribute to
A co-constructive community environment with monthly releases, where every developer’s suggestions and feedback are prioritized to directly drive project updates and feature evolution
Broad participation and customization opportunities — whether you are a data engineer, AI researcher, or a developer enthusiastic about new tools, you can initiate challenges, contribute data, or customize Agents
Rich community activities: Regular fine-tuning competitions, SOTA leaderboards, behavior markets, hackathons, and diverse gameplay to make participation rewarding.
About Us
MiroMind is creating the self-aware digital being, evolving together with the community to unlock safe, beneficial AGI for all. We believe: "AGI is never a perfect model but a constantly evolving system." At Miromind, you are not just a “user” but a co-builder. Every step of our growth and every update is inseparable from your feedback. Your growth is the core of Miromind’s progress.