Comparison
minima vs R2R
Verdict
Pick minima if minima is an on-premises conversational RAG tool with flexible deployment options through Docker-compose configurations, catering to fully local setups (Ollama), custom LLMs, ChatGPT integration, and MCP usage; pick R2R if r2R is a state-of-the-art AI retrieval system that's production-ready and can easily be integrated through its RESTful API, employing Agentic Retrieval-Augmented Generation (RAG).
Markdown twin · minima alternatives · R2R alternatives
GraphCanon updated 3d
Trust & integrity
| Signal | minima | R2R |
|---|---|---|
| Maintenance | Slowing (204d since push) As of 5d · github_public_v1 | Slowing (283d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 5d · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- minima
- On-premises conversational RAG with configurable containers
- R2R
- SoTA production-ready AI retrieval system with RESTful API
Stars
- minima
- 1.0k
- R2R
- 8.0k
Forks
- minima
- 107
- R2R
- 645
Open issues
- minima
- 14
- R2R
- 122
Language
- minima
- Python
- R2R
- Python
Adopt for
- minima
- Minima is an on-premises conversational RAG tool with flexible deployment options through Docker-compose configurations, catering to fully local setups (Ollama), custom LLMs, ChatGPT integration, and MCP usage.
- R2R
- R2R is a state-of-the-art AI retrieval system that's production-ready and can easily be integrated through its RESTful API, employing Agentic Retrieval-Augmented Generation (RAG).
Persona
- minima
- -
- R2R
- -
Runtime
- minima
- -
- R2R
- -
License
- minima
- MPL-2.0
- R2R
- MIT
Last pushed
- minima
- Jan 22, 2026
- R2R
- Nov 7, 2025
Categories
- minima
- Data & Retrieval, Inference & Serving, Model Training
- R2R
- Data & Retrieval, Inference & Serving
Trust and health
Days since push
- minima
- 204d
- R2R
- 283d
Open issues (now)
- minima
- 14
- R2R
- 122
Stars delta
- minima
- -4 (30d)
- R2R
- +36 (30d)
Full report
- minima
- Trust report
- R2R
- Trust report
Choose minima if…
- License: minima is MPL-2.0, R2R is MIT.
- Tags unique to minima: ai, claude, custom-gpts, docker.
- Also covers Model Training.
- - Use Minima for full local control over sensitive data in high-security environments where on-premises deployments are essential.
When NOT to use minima
- - Avoid using Minima if your organization requires strict adherence to a cloud-only deployment strategy.
- - Do not choose Minima if you prefer tools that handle local file storage and security entirely through cloud services rather than on-premises configurations.
Choose R2R if…
- License: R2R is MIT, minima is MPL-2.0.
- Tags unique to R2R: artificial-intelligence, large language models, python, question-answering.
- When you require top-tier accuracy in an AI-based retrieval system with the ease of integration provided by a RESTful API.
When NOT to use R2R
- If the application does not benefit from or requires less sophisticated methods of data retrieval that do not include RAG.
- When integrating with systems or in environments where network latency might impede performance due to its dependency on a RESTful API interface.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dmayboroda/minima) · observed Aug 15, 2026
- GitHub forks (dmayboroda/minima) · observed Aug 15, 2026
- Last push (dmayboroda/minima) · observed Jan 22, 2026
- License file (MPL-2.0) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (SciPhi-AI/R2R) · observed Aug 17, 2026
- GitHub forks (SciPhi-AI/R2R) · observed Aug 17, 2026
- Last push (SciPhi-AI/R2R) · observed Nov 7, 2025
- License file (MIT) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: minima 1.0k · R2R 8.0k (synced Aug 15, 2026).
Common questions
- What is the difference between minima and R2R?
- minima: On-premises conversational RAG with configurable containers. R2R: SoTA production-ready AI retrieval system with RESTful API. See the comparison table for live GitHub stats and shared categories.
- When should I choose minima over R2R?
- Choose minima over R2R when License: minima is MPL-2.0, R2R is MIT; Tags unique to minima: ai, claude, custom-gpts, docker; Also covers Model Training; - Use Minima for full local control over sensitive data in high-security environments where on-premises deployments are essential.
- When should I choose R2R over minima?
- Choose R2R over minima when License: R2R is MIT, minima is MPL-2.0; Tags unique to R2R: artificial-intelligence, large language models, python, question-answering; When you require top-tier accuracy in an AI-based retrieval system with the ease of integration provided by a RESTful API.
- When should I avoid minima?
- - Avoid using Minima if your organization requires strict adherence to a cloud-only deployment strategy. - Do not choose Minima if you prefer tools that handle local file storage and security entirely through cloud services rather than on-premises configurations.
- When should I avoid R2R?
- If the application does not benefit from or requires less sophisticated methods of data retrieval that do not include RAG. When integrating with systems or in environments where network latency might impede performance due to its dependency on a RESTful API interface.
- Is minima or R2R more popular on GitHub?
- R2R has more GitHub stars (7,967 vs 1,048). Stars measure visibility, not whether either tool fits your constraints.
- Are minima and R2R open source?
- Yes - both are open-source projects on GitHub (minima: MPL-2.0, R2R: MIT).
- Where can I find alternatives to minima or R2R?
- GraphCanon lists graph-backed alternatives at minima alternatives and R2R alternatives (minima markdown twin, R2R markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, minima or R2R?
- minima: Slowing. R2R: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for minima and R2R?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: minima trust report; R2R trust report.