--- title: "AgentGPT vs aideml" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/reworkd-agentgpt-vs-wecoai-aideml" tools: ["reworkd-agentgpt", "wecoai-aideml"] --- # AgentGPT vs aideml *GraphCanon updated Aug 8, 2026* ## Verdict Pick AgentGPT if 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; pick aideml if aIDE is an autonomous machine learning engineering agent designed to automate AI research and development tasks, enhancing code optimization through intelligent. [AgentGPT](https://agentgpt.reworkd.ai) reports 36k GitHub stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. [aideml](https://weco.ai) has 1.5k stars, 212 forks, and 2 open issues, last pushed Jul 15, 2026. Figures are from public GitHub metadata via [AgentGPT's repository](https://github.com/reworkd/AgentGPT) and [aideml's repository](https://github.com/WecoAI/aideml). | | [AgentGPT](/tools/reworkd-agentgpt.md) | [aideml](/tools/wecoai-aideml.md) | | --- | --- | --- | | Tagline | Assembler for autonomous AI Agents | AI-Driven Exploration in the Space of Code | | Stars | 36,304 | 1,460 | | Forks | 9,288 | 212 | | Open issues | 219 | 2 | | Language | TypeScript | Python | | Adopt for | 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 | AIDE is an autonomous machine learning engineering agent designed to automate AI research and development tasks, enhancing code optimization through intelligent automation. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AgentGPT](/tools/reworkd-agentgpt.md) | [aideml](/tools/wecoai-aideml.md) | | --- | --- | --- | | Maintenance | Archived (8%) | Active (82%) | | Days since push | 466d | 18d | | Archived on GitHub | Yes | No | | Open issues (now) | 219 | 2 | | Full report | [trust report](/tools/reworkd-agentgpt/trust.md) | [trust report](/tools/wecoai-aideml/trust.md) | ## Decision facts: AgentGPT - **Adopt for:** 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 ## Decision facts: aideml - **Pricing:** freemium - The tool is available for free under the MIT license. However, external services like the OpenAI API might incur costs based on their usage policies. - **Requirements:** Min 4 GB RAM; Requires Docker; OpenAI API key is necessary for operation.; The tool supports setup through Docker or direct installation using pip for development use. - **Adopt for:** AIDE is an autonomous machine learning engineering agent designed to automate AI research and development tasks, enhancing code optimization through intelligent automation. ## Choose when ### Choose AgentGPT if… - AgentGPT is primarily TypeScript; aideml is Python. - License: AgentGPT is GPL-3.0, aideml is MIT. - Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup. - Also covers Developer Tools. - When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI ### Choose aideml if… - aideml is primarily Python; AgentGPT is TypeScript. - License: aideml is MIT, AgentGPT is GPL-3.0. - Pricing: The tool is available for free under the MIT license. However, external services like the OpenAI API might incur costs based on their usage policies.. - Requirements: Min 4 GB RAM; Requires Docker; OpenAI API key is necessary for operation.; The tool supports setup through Docker or direct installation using pip for development use.. - Tags unique to aideml: ai-agents, automated-machine-learning, autonomous-agents, autoresearch. - Also covers Model Training. - When you need sophisticated automation in the R&D phase of your AI projects, leveraging AI-driven exploration to refine code effectively. ## 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 ## When NOT to use aideml - If you seek a tool that is extensively documented or has community support, as the repository might lack detailed instructions and user forums. - For projects that require manual oversight at every stage of R&D; AIDE's strength lies in automating these processes, which may reduce human intervention more than desired. ## Common questions ### What is the difference between AgentGPT and aideml? AgentGPT: Assembler for autonomous AI Agents. aideml: AI-Driven Exploration in the Space of Code. See the comparison table for live GitHub stats and shared categories. ### When should I choose AgentGPT over aideml? Choose AgentGPT over aideml when AgentGPT is primarily TypeScript; aideml is Python; License: AgentGPT is GPL-3.0, aideml is MIT; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers Developer Tools; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI. ### When should I choose aideml over AgentGPT? Choose aideml over AgentGPT when aideml is primarily Python; AgentGPT is TypeScript; License: aideml is MIT, AgentGPT is GPL-3.0; Pricing: The tool is available for free under the MIT license. However, external services like the OpenAI API might incur costs based on their usage policies.; Requirements: Min 4 GB RAM; Requires Docker; OpenAI API key is necessary for operation.; The tool supports setup through Docker or direct installation using pip for development use.; Tags unique to aideml: ai-agents, automated-machine-learning, autonomous-agents, autoresearch; Also covers Model Training; When you need sophisticated automation in the R&D phase of your AI projects, leveraging AI-driven exploration to refine code effectively. ### 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 ### When should I avoid aideml? If you seek a tool that is extensively documented or has community support, as the repository might lack detailed instructions and user forums. For projects that require manual oversight at every stage of R&D; AIDE's strength lies in automating these processes, which may reduce human intervention more than desired. ### Is AgentGPT or aideml more popular on GitHub? AgentGPT has more GitHub stars (36,304 vs 1,460). Stars measure visibility, not whether either tool fits your constraints. ### Are AgentGPT and aideml open source? Yes - both are open-source projects on GitHub (AgentGPT: GPL-3.0, aideml: MIT). ### Where can I find alternatives to AgentGPT or aideml? GraphCanon lists graph-backed alternatives at [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) and [aideml alternatives](/tools/wecoai-aideml/alternatives) ([AgentGPT markdown twin](/tools/reworkd-agentgpt/alternatives.md), [aideml markdown twin](/tools/wecoai-aideml/alternatives.md)), 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](/compare/reworkd-agentgpt-vs-wecoai-aideml.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, AgentGPT or aideml? AgentGPT: Archived. aideml: 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 AgentGPT and aideml? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AgentGPT trust report](/tools/reworkd-agentgpt/trust); [aideml trust report](/tools/wecoai-aideml/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=reworkd-agentgpt`](/api/graphcanon/graph?tool=reworkd-agentgpt) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_