Comparison
GTA vs AutoGPT
Verdict
Pick GTA if gTA (General Tool Agent) is a benchmark and evaluation framework that assesses general tool agents in both atomic tasks and open-ended workflows; pick AutoGPT if autoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options.
Markdown twin · GTA alternatives · AutoGPT alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | GTA | AutoGPT |
|---|---|---|
| Maintenance | Slowing (153d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · 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
- GTA
- GTA: General Tool Agent Benchmark and Evaluation Framework
- AutoGPT
- Accessible AI for everyone, providing tools for focus on what matters
Stars
- GTA
- 152
- AutoGPT
- 187k
Forks
- GTA
- 10
- AutoGPT
- 46k
Open issues
- GTA
- 1
- AutoGPT
- 593
Language
- GTA
- Python
- AutoGPT
- Python
Adopt for
- GTA
- GTA (General Tool Agent) is a benchmark and evaluation framework that assesses general tool agents in both atomic tasks and open-ended workflows.
- AutoGPT
- AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options.
Persona
- GTA
- -
- AutoGPT
- -
Runtime
- GTA
- -
- AutoGPT
- -
License
- GTA
- Apache-2.0
- AutoGPT
- AutoGPT's `autogpt_platform/` component is licensed under Polyform Shield, which is free for personal and internal business use but cannot be sold as a competing hosted service. The `classic/` and all
Last pushed
- GTA
- Apr 20, 2026
- AutoGPT
- Sep 18, 2026
Categories
- GTA
- AI Agents, Evaluation & Observability
- AutoGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- GTA
- Slowing (36%)
- AutoGPT
- Very active (96%)
Days since push
- GTA
- 153d
- AutoGPT
- 0d
Open issues (now)
- GTA
- 1
- AutoGPT
- 593
Stars delta
- GTA
- +4 (30d)
- AutoGPT
- +801 (30d)
Open issues delta
- GTA
- -1 (30d)
- AutoGPT
- +76 (30d)
Full report
- GTA
- Trust report
- AutoGPT
- Trust report
Choose GTA if…
- License: GTA is Apache-2.0, AutoGPT is Other.
- Tags unique to GTA: benchmark, evaluation-framework, general tool agents, workflow evaluation.
- Also covers Evaluation & Observability.
- Use GTA when you need to evaluate the performance of an agent across long-horizon, open-ended productivity scenarios.
When NOT to use GTA
- Avoid using GTA if you are only interested in evaluating short-term tasks without focusing on full workflow outcomes.
- Do not rely exclusively on GTA for assessing performance if the context of your use case differs significantly from productivity workflows that GTA aims to evaluate.
- highlevel_tags
Choose AutoGPT if…
- License: AutoGPT is Other, GTA is Apache-2.0.
- Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence.
- Also covers Developer Tools.
- When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers.
When NOT to use AutoGPT
- If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment.
- When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you.
- If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (open-compass/GTA) · observed Sep 20, 2026
- GitHub forks (open-compass/GTA) · observed Sep 20, 2026
- Last push (open-compass/GTA) · observed Apr 20, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Significant-Gravitas/AutoGPT) · observed Sep 20, 2026
- GitHub forks (Significant-Gravitas/AutoGPT) · observed Sep 20, 2026
- Last push (Significant-Gravitas/AutoGPT) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: GTA 152 · AutoGPT 187k (synced Sep 20, 2026).
Common questions
- What is the difference between GTA and AutoGPT?
- GTA: GTA: General Tool Agent Benchmark and Evaluation Framework. AutoGPT: Accessible AI for everyone, providing tools for focus on what matters. See the comparison table for live GitHub stats and shared categories.
- When should I choose GTA over AutoGPT?
- Choose GTA over AutoGPT when License: GTA is Apache-2.0, AutoGPT is Other; Tags unique to GTA: benchmark, evaluation-framework, general tool agents, workflow evaluation; Also covers Evaluation & Observability; Use GTA when you need to evaluate the performance of an agent across long-horizon, open-ended productivity scenarios.
- When should I choose AutoGPT over GTA?
- Choose AutoGPT over GTA when License: AutoGPT is Other, GTA is Apache-2.0; Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence; Also covers Developer Tools; When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers.
- When should I avoid GTA?
- Avoid using GTA if you are only interested in evaluating short-term tasks without focusing on full workflow outcomes. Do not rely exclusively on GTA for assessing performance if the context of your use case differs significantly from productivity workflows that GTA aims to evaluate. highlevel_tags
- When should I avoid AutoGPT?
- If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment. When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you. If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support.
- Is GTA or AutoGPT more popular on GitHub?
- AutoGPT has more GitHub stars (187,424 vs 152). Stars measure visibility, not whether either tool fits your constraints.
- Are GTA and AutoGPT open source?
- Yes - both are open-source projects on GitHub (GTA: Apache-2.0, AutoGPT: Other).
- Where can I find alternatives to GTA or AutoGPT?
- GraphCanon lists graph-backed alternatives at GTA alternatives and AutoGPT alternatives (GTA 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, GTA or AutoGPT?
- GTA: 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 GTA and AutoGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: GTA trust report; AutoGPT trust report.