Comparison
trae-agent vs AutoGPT
Verdict
Pick trae-agent if trae Agent is an AI-powered assistant designed to handle a variety of software engineering tasks through integration with different Large Language Models (LLMs), with Docker container support; pick AutoGPT if autoGPT is a Python-based tool for creating accessible autonomous AI agents that can leverage various LLM APIs including OpenAI's GPT and Anthropic's Claude.
Markdown twin · trae-agent alternatives · AutoGPT alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | trae-agent | AutoGPT |
|---|---|---|
| Maintenance | Slowing (164d since push) As of 1mo · github_public_v1 | Very active (0d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1mo · 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
- trae-agent
- Trae Agent is an LLM-based agent for general purpose software engineering tasks.
- AutoGPT
- AutoGPT is the vision of accessible AI for everyone, to use and to build on.
Stars
- trae-agent
- 12k
- AutoGPT
- 187k
Forks
- trae-agent
- 1.3k
- AutoGPT
- 46k
Open issues
- trae-agent
- 143
- AutoGPT
- 517
Language
- trae-agent
- Python
- AutoGPT
- Python
Adopt for
- trae-agent
- Trae Agent is an AI-powered assistant designed to handle a variety of software engineering tasks through integration with different Large Language Models (LLMs), with Docker container support.
- AutoGPT
- AutoGPT is a Python-based tool for creating accessible autonomous AI agents that can leverage various LLM APIs including OpenAI's GPT and Anthropic's Claude.
Persona
- trae-agent
- -
- AutoGPT
- -
Runtime
- trae-agent
- -
- AutoGPT
- -
License
- trae-agent
- MIT
- AutoGPT
- Other
Last pushed
- trae-agent
- Feb 5, 2026
- AutoGPT
- Aug 15, 2026
Categories
- trae-agent
- AI Agents, Developer Tools
- AutoGPT
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- trae-agent
- Slowing (36%)
- AutoGPT
- Very active (96%)
Days since push
- trae-agent
- 164d
- AutoGPT
- 0d
Open issues (now)
- trae-agent
- 143
- AutoGPT
- 517
Stars delta
- trae-agent
- Unknown
- AutoGPT
- +1.0k (30d)
Open issues delta
- trae-agent
- Unknown
- AutoGPT
- +19 (30d)
Full report
- trae-agent
- Trust report
- AutoGPT
- Trust report
Typed relationship
trae-agent alternative AutoGPTTrae Agent is an alternative to AutoGPT, both focusing on building, deploying, and running AI agents for software engineering tasks. They share the goal but may have differing approaches and features.
Choose trae-agent if…
- License: trae-agent is MIT, AutoGPT is Other.
- Trae Agent is an alternative to AutoGPT, both focusing on building, deploying, and running AI agents for software engineering tasks. They share the goal but may have differing approaches and features.
- Tags unique to trae-agent: agent, software-engineering.
- Also covers Developer Tools.
- When you need a versatile AI agent that can integrate with multiple LLM providers such as OpenAI, Anthropic, Google Gemini, and others for varied software engineering tasks.
When NOT to use trae-agent
- If your workflow does not align with using Docker containers, since Trae Agent heavily relies on Docker for task execution.
- In scenarios where you need a tool that offers more direct control over the LLM model parameters; Trae Agent provides integration flexibility but may require additional setup to specify these customiz
Choose AutoGPT if…
- License: AutoGPT is Other, trae-agent is MIT.
- Trae Agent is an alternative to AutoGPT, both focusing on building, deploying, and running AI agents for software engineering tasks. They share the goal but may have differing approaches and features.
- Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence.
- Also covers LLM Frameworks.
- When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
When NOT to use AutoGPT
- Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework.
- If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (bytedance/trae-agent) · observed Jul 19, 2026
- GitHub forks (bytedance/trae-agent) · observed Jul 19, 2026
- Last push (bytedance/trae-agent) · observed Feb 5, 2026
- License file (MIT) · observed Jul 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Significant-Gravitas/AutoGPT) · observed Aug 16, 2026
- GitHub forks (Significant-Gravitas/AutoGPT) · observed Aug 16, 2026
- Last push (Significant-Gravitas/AutoGPT) · observed Aug 15, 2026
- License file (Other) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: trae-agent 12k · AutoGPT 187k (synced Jul 19, 2026).
Common questions
- What is the difference between trae-agent and AutoGPT?
- trae-agent: Trae Agent is an LLM-based agent for general purpose software engineering tasks.. AutoGPT: AutoGPT is the vision of accessible AI for everyone, to use and to build on.. See the comparison table for live GitHub stats and shared categories.
- When should I choose trae-agent over AutoGPT?
- Choose trae-agent over AutoGPT when License: trae-agent is MIT, AutoGPT is Other; Trae Agent is an alternative to AutoGPT, both focusing on building, deploying, and running AI agents for software engineering tasks. They share the goal but may have differing approaches and features; Tags unique to trae-agent: agent, software-engineering; Also covers Developer Tools; When you need a versatile AI agent that can integrate with multiple LLM providers such as OpenAI, Anthropic, Google Gemini, and others for varied software engineering tasks.
- When should I choose AutoGPT over trae-agent?
- Choose AutoGPT over trae-agent when License: AutoGPT is Other, trae-agent is MIT; Trae Agent is an alternative to AutoGPT, both focusing on building, deploying, and running AI agents for software engineering tasks. They share the goal but may have differing approaches and features; Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence; Also covers LLM Frameworks; When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
- When should I avoid trae-agent?
- If your workflow does not align with using Docker containers, since Trae Agent heavily relies on Docker for task execution. In scenarios where you need a tool that offers more direct control over the LLM model parameters; Trae Agent provides integration flexibility but may require additional setup to specify these customiz
- When should I avoid AutoGPT?
- Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework. If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
- Is trae-agent or AutoGPT more popular on GitHub?
- AutoGPT has more GitHub stars (186,623 vs 11,859). Stars measure visibility, not whether either tool fits your constraints.
- Are trae-agent and AutoGPT open source?
- Yes - both are open-source projects on GitHub (trae-agent: MIT, AutoGPT: Other).
- Where can I find alternatives to trae-agent or AutoGPT?
- GraphCanon lists graph-backed alternatives at trae-agent alternatives and AutoGPT alternatives (trae-agent markdown twin, AutoGPT 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, trae-agent or AutoGPT?
- trae-agent: Slowing. AutoGPT: Very 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 trae-agent and AutoGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: trae-agent trust report; AutoGPT trust report.