Comparison
openagent vs RD-Agent
Verdict
Pick openagent if openAgent integrates OpenAI and Dify, focusing on deep reasoning loops, visual workflows, RAG, and agent delegation in Python under MIT license; pick RD-Agent if rD-Agent is an automation tool for AI-driven R&D processes, focusing on data and model development using Python with support from Docker installations.
Markdown twin · openagent alternatives · RD-Agent alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | openagent | RD-Agent |
|---|---|---|
| Maintenance | Steady (34d since push) As of 1d · github_public_v1 | Active (14d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1w · osv@v1 | Published findings 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
- openagent
- Harness architecture for rapidly building vertical AI agents
- RD-Agent
- Automating high-value R&D processes through AI-driven data science and model development.
Stars
- openagent
- 792
- RD-Agent
- 14k
Forks
- openagent
- 80
- RD-Agent
- 1.8k
Open issues
- openagent
- 46
- RD-Agent
- 198
Language
- openagent
- Python
- RD-Agent
- Python
Adopt for
- openagent
- OpenAgent integrates OpenAI and Dify, focusing on deep reasoning loops, visual workflows, RAG, and agent delegation in Python under MIT license.
- RD-Agent
- RD-Agent is an automation tool for AI-driven R&D processes, focusing on data and model development using Python with support from Docker installations.
Persona
- openagent
- -
- RD-Agent
- -
Runtime
- openagent
- -
- RD-Agent
- -
License
- openagent
- MIT
- RD-Agent
- MIT
Last pushed
- openagent
- Jul 17, 2026
- RD-Agent
- Aug 4, 2026
Categories
- openagent
- AI Agents, Data & Retrieval, Vector Databases
- RD-Agent
- AI Agents, Data & Retrieval, Model Training
Trust and health
Maintenance
- openagent
- Steady (60%)
- RD-Agent
- Active (82%)
Days since push
- openagent
- 34d
- RD-Agent
- 14d
Open issues (now)
- openagent
- 46
- RD-Agent
- 198
Stars delta
- openagent
- +21 (30d)
- RD-Agent
- +332 (30d)
Open issues delta
- openagent
- +1 (30d)
- RD-Agent
- +5 (30d)
Owner type
- openagent
- User
- RD-Agent
- Organization
OSV dependency advisories
- openagent
- No lockfile (source not queried)
- RD-Agent
- Published findings
Full report
- openagent
- Trust report
- RD-Agent
- Trust report
Typed relationship
openagent alternative RD-AgentOpenAgent offers an end-to-end platform for building AI applications, similar to RD-Agent's goal of automating R&D processes, but with a focus on wider application development rather than just research.
Choose openagent if…
- OpenAgent offers an end-to-end platform for building AI applications, similar to RD-Agent's goal of automating R&D processes, but with a focus on wider application development rather than just research.
- Tags unique to openagent: celery, deepagents, deepresearch, docker.
- Also covers Vector Databases.
- Need integration of OpenAI and Dify functionalities.
When NOT to use openagent
- Projects requiring only basic AI functionality without deep reasoning loops or RAG.
- Teams preferring non-Python environments for AI agent development.
Choose RD-Agent if…
- Pricing: RD-Agent operates under the MIT license allowing free use of the tool. Its framework for R&D automation can be expanded with premium services for enterprise-level support and integration if needed..
- Requirements: Requires Docker; Ensure Docker is installed beforehand and accessible without `sudo` by the current user for RD-Agent operation.; Supports Python installations via PyPI or development setup from source, which also requires installation of dependencies as per the documentation..
- OpenAgent offers an end-to-end platform for building AI applications, similar to RD-Agent's goal of automating R&D processes, but with a focus on wider application development rather than just research.
- Tags unique to RD-Agent: automation, data-mining, data-science, development.
- Also covers Model Training.
- When you require automation in high-value R&D tasks that revolve around data science and model development within the AI domain.
When NOT to use RD-Agent
- When the need arises to work in an environment where Python cannot be used or there is a requirement for another programming language framework that complements existing infrastructure better.
- If your development team lacks expertise with Docker and is not willing or able to adopt it, as most scenarios within RD-Agent require a solid Docker setup.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Haohao-end/openagent) · observed Aug 21, 2026
- GitHub forks (Haohao-end/openagent) · observed Aug 21, 2026
- Last push (Haohao-end/openagent) · observed Jul 17, 2026
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Aug 9, 2026
- GitHub stars (microsoft/RD-Agent) · observed Aug 19, 2026
- GitHub forks (microsoft/RD-Agent) · observed Aug 19, 2026
- Last push (microsoft/RD-Agent) · observed Aug 4, 2026
- License file (MIT) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: openagent 792 · RD-Agent 14k (synced Aug 21, 2026).
Common questions
- What is the difference between openagent and RD-Agent?
- openagent: Harness architecture for rapidly building vertical AI agents. RD-Agent: Automating high-value R&D processes through AI-driven data science and model development.. See the comparison table for live GitHub stats and shared categories.
- When should I choose openagent over RD-Agent?
- Choose openagent over RD-Agent when OpenAgent offers an end-to-end platform for building AI applications, similar to RD-Agent's goal of automating R&D processes, but with a focus on wider application development rather than just research; Tags unique to openagent: celery, deepagents, deepresearch, docker; Also covers Vector Databases; Need integration of OpenAI and Dify functionalities.
- When should I choose RD-Agent over openagent?
- Choose RD-Agent over openagent when Pricing: RD-Agent operates under the MIT license allowing free use of the tool. Its framework for R&D automation can be expanded with premium services for enterprise-level support and integration if needed.; Requirements: Requires Docker; Ensure Docker is installed beforehand and accessible without
sudoby the current user for RD-Agent operation.; Supports Python installations via PyPI or development setup from source, which also requires installation of dependencies as per the documentation.; OpenAgent offers an end-to-end platform for building AI applications, similar to RD-Agent's goal of automating R&D processes, but with a focus on wider application development rather than just research; Tags unique to RD-Agent: automation, data-mining, data-science, development; Also covers Model Training; When you require automation in high-value R&D tasks that revolve around data science and model development within the AI domain. - When should I avoid openagent?
- Projects requiring only basic AI functionality without deep reasoning loops or RAG. Teams preferring non-Python environments for AI agent development.
- When should I avoid RD-Agent?
- When the need arises to work in an environment where Python cannot be used or there is a requirement for another programming language framework that complements existing infrastructure better. If your development team lacks expertise with Docker and is not willing or able to adopt it, as most scenarios within RD-Agent require a solid Docker setup.
- Is openagent or RD-Agent more popular on GitHub?
- RD-Agent has more GitHub stars (14,275 vs 792). Stars measure visibility, not whether either tool fits your constraints.
- Are openagent and RD-Agent open source?
- Yes - both are open-source projects on GitHub (openagent: MIT, RD-Agent: MIT).
- Where can I find alternatives to openagent or RD-Agent?
- GraphCanon lists graph-backed alternatives at openagent alternatives and RD-Agent alternatives (openagent markdown twin, RD-Agent 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, openagent or RD-Agent?
- openagent: Steady. RD-Agent: Active. 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 openagent and RD-Agent?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: openagent trust report; RD-Agent trust report.