Comparison
PPOCoder vs AgentGPT
Verdict
Pick PPOCoder when pPOCoder is primarily Python; AgentGPT is TypeScript; pick AgentGPT when agentGPT is primarily TypeScript; PPOCoder is Python.
Markdown twin · PPOCoder alternatives · AgentGPT alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | PPOCoder | AgentGPT |
|---|---|---|
| Maintenance | Dormant (914d since push) As of today · github_public_v1 | Archived (438d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | 194 low (194 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- PPOCoder
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- PPOCoder
- 116
- AgentGPT
- 36k
Forks
- PPOCoder
- 12
- AgentGPT
- 9.3k
Open issues
- PPOCoder
- 3
- AgentGPT
- 219
Language
- PPOCoder
- Python
- AgentGPT
- TypeScript
Adopt for
- PPOCoder
- -
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- PPOCoder
- -
- AgentGPT
- -
Runtime
- PPOCoder
- -
- AgentGPT
- -
License
- PPOCoder
- MIT
- AgentGPT
- GPL-3.0
Last pushed
- PPOCoder
- Jan 9, 2024
- AgentGPT
- Apr 29, 2025
Categories
- PPOCoder
- Developer Tools
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- PPOCoder
- Dormant (18%)
- AgentGPT
- Archived (8%)
Days since push
- PPOCoder
- 914d
- AgentGPT
- 438d
Archived on GitHub
- PPOCoder
- No
- AgentGPT
- Yes
Open issues (now)
- PPOCoder
- 3
- AgentGPT
- 219
Security scan
- PPOCoder
- 194 low (194 low)
- AgentGPT
- No lockfile
Full report
- PPOCoder
- Trust report
- AgentGPT
- Trust report
Choose PPOCoder if…
- PPOCoder is primarily Python; AgentGPT is TypeScript.
- License: PPOCoder is MIT, AgentGPT is GPL-3.0.
- Tags unique to PPOCoder: code-generation, deep-reinforcement-learning, language-model, programming-language.
When NOT to use PPOCoder
- Last GitHub push was 914 days ago (dormant maintenance, Jan 9, 2024). Validate activity before betting a new project on PPOCoder.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; PPOCoder is Python.
- License: AgentGPT is GPL-3.0, PPOCoder is MIT.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- Also covers AI Agents.
- AgentGPT ships Docker support for self-hosted deployment.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (reddy-lab-code-research/PPOCoder) · observed Jul 11, 2026
- GitHub forks (reddy-lab-code-research/PPOCoder) · observed Jul 11, 2026
- Last push (reddy-lab-code-research/PPOCoder) · observed Jan 9, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (reworkd/AgentGPT) · observed Jul 11, 2026
- GitHub forks (reworkd/AgentGPT) · observed Jul 11, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: PPOCoder 116 · AgentGPT 36k (synced Jul 11, 2026).
Common questions
- What is the difference between PPOCoder and AgentGPT?
- PPOCoder: Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning". AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose PPOCoder over AgentGPT?
- Choose PPOCoder over AgentGPT when PPOCoder is primarily Python; AgentGPT is TypeScript; License: PPOCoder is MIT, AgentGPT is GPL-3.0; Tags unique to PPOCoder: code-generation, deep-reinforcement-learning, language-model, programming-language.
- When should I choose AgentGPT over PPOCoder?
- Choose AgentGPT over PPOCoder when AgentGPT is primarily TypeScript; PPOCoder is Python; License: AgentGPT is GPL-3.0, PPOCoder is MIT; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers AI Agents; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I avoid PPOCoder?
- Last GitHub push was 914 days ago (dormant maintenance, Jan 9, 2024). Validate activity before betting a new project on PPOCoder. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is PPOCoder or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,264 vs 116). Stars measure visibility, not whether either tool fits your constraints.
- Are PPOCoder and AgentGPT open source?
- Yes - both are open-source projects on GitHub (PPOCoder: MIT, AgentGPT: GPL-3.0).
- Where can I find alternatives to PPOCoder or AgentGPT?
- GraphCanon lists graph-backed alternatives at PPOCoder alternatives and AgentGPT alternatives (PPOCoder markdown twin, AgentGPT 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, PPOCoder or AgentGPT?
- PPOCoder: Dormant. AgentGPT: Archived. 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 PPOCoder and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: PPOCoder trust report; AgentGPT trust report.