Comparison
agenta vs coze-loop
Verdict
Pick agenta if agenta is an open-source, self-hosted platform for building, managing, and orchestrating AI agents and automations, supporting integration with existing AI models like Claude and ChatGPT; pick coze-loop if coze-loop provides comprehensive lifecycle management for AI agents leveraging Go, under Apache-2.0 license, ideal for robust agent optimization from development to monitoring.
Markdown twin · agenta alternatives · coze-loop alternatives
GraphCanon updated Sep 30, 2026
16views this month
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Trust & integrity
| Signal | agenta | coze-loop |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 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
- agenta
- A workspace for building and orchestrating AI agents and automations.
- coze-loop
- Next-generation AI Agent Optimization Platform
Stars
- agenta
- 4.8k
- coze-loop
- 5.7k
Forks
- agenta
- 673
- coze-loop
- 795
Open issues
- agenta
- 349
- coze-loop
- 84
Language
- agenta
- TypeScript
- coze-loop
- Go
Adopt for
- agenta
- Agenta is an open-source, self-hosted platform for building, managing, and orchestrating AI agents and automations, supporting integration with existing AI models like Claude and ChatGPT.
- coze-loop
- Coze-loop provides comprehensive lifecycle management for AI agents leveraging Go, under Apache-2.0 license, ideal for robust agent optimization from development to monitoring.
Persona
- agenta
- -
- coze-loop
- -
Runtime
- agenta
- -
- coze-loop
- -
License
- agenta
- Other
- coze-loop
- Apache-2.0
Last pushed
- agenta
- Sep 18, 2026
- coze-loop
- Sep 18, 2026
Categories
- agenta
- AI Agents, Evaluation & Observability
- coze-loop
- AI Agents, Evaluation & Observability
Trust and health
Days since push
- agenta
- 0d
- coze-loop
- 1d
Open issues (now)
- agenta
- 349
- coze-loop
- 84
Stars delta
- agenta
- +319 (30d)
- coze-loop
- +42 (30d)
Open issues delta
- agenta
- +79 (30d)
- coze-loop
- +12 (30d)
Full report
- agenta
- Trust report
- coze-loop
- Trust report
Typed relationship
agenta alternative coze-loopBoth are open-source platforms aimed at managing the lifecycle of AI agents, thus presenting them as alternatives within a similar domain.
Choose agenta if…
- agenta is primarily TypeScript; coze-loop is Go.
- License: agenta is Other, coze-loop is Apache-2.0.
- Both are open-source platforms aimed at managing the lifecycle of AI agents, thus presenting them as alternatives within a similar domain.
- Tags unique to agenta: agent-builder, agent-observability, agent-orchestration, ai-agent.
- When you need to integrate and manage AI agents and automations with existing models like Claude and ChatGPT.
When NOT to use agenta
- If you are looking for a cloud-based service without the need for self-hosting.
- If you do not require integration with specific AI models like Claude or ChatGPT.
- If you need a platform that offers more than just agent building and orchestration, such as broader AI development features.
Choose coze-loop if…
- coze-loop is primarily Go; agenta is TypeScript.
- License: coze-loop is Apache-2.0, agenta is Other.
- Both are open-source platforms aimed at managing the lifecycle of AI agents, thus presenting them as alternatives within a similar domain.
- Tags unique to coze-loop: agent, evaluation, observability, open-source.
- When you are developing AI agents and need full-lifecycle support from initial setup through deployment
When NOT to use coze-loop
- If your primary agent development language is not Go, or if you do not wish to use Docker or Kubernetes for deployment
- Avoid if you are unwilling to configure the Volcengine Ark API Key and Endpoint ID manually through YAML files during setup
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Agenta-AI/agenta) · observed Sep 20, 2026
- GitHub forks (Agenta-AI/agenta) · observed Sep 20, 2026
- Last push (Agenta-AI/agenta) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (coze-dev/coze-loop) · observed Sep 20, 2026
- GitHub forks (coze-dev/coze-loop) · observed Sep 20, 2026
- Last push (coze-dev/coze-loop) · observed Sep 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.8k · coze-loop 5.7k (synced Sep 20, 2026).
Common questions
- What is the difference between agenta and coze-loop?
- agenta: A workspace for building and orchestrating AI agents and automations.. coze-loop: Next-generation AI Agent Optimization Platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over coze-loop?
- Choose agenta over coze-loop when agenta is primarily TypeScript; coze-loop is Go; License: agenta is Other, coze-loop is Apache-2.0; Both are open-source platforms aimed at managing the lifecycle of AI agents, thus presenting them as alternatives within a similar domain; Tags unique to agenta: agent-builder, agent-observability, agent-orchestration, ai-agent; When you need to integrate and manage AI agents and automations with existing models like Claude and ChatGPT.
- When should I choose coze-loop over agenta?
- Choose coze-loop over agenta when coze-loop is primarily Go; agenta is TypeScript; License: coze-loop is Apache-2.0, agenta is Other; Both are open-source platforms aimed at managing the lifecycle of AI agents, thus presenting them as alternatives within a similar domain; Tags unique to coze-loop: agent, evaluation, observability, open-source; When you are developing AI agents and need full-lifecycle support from initial setup through deployment.
- When should I avoid agenta?
- If you are looking for a cloud-based service without the need for self-hosting. If you do not require integration with specific AI models like Claude or ChatGPT. If you need a platform that offers more than just agent building and orchestration, such as broader AI development features.
- When should I avoid coze-loop?
- If your primary agent development language is not Go, or if you do not wish to use Docker or Kubernetes for deployment Avoid if you are unwilling to configure the Volcengine Ark API Key and Endpoint ID manually through YAML files during setup
- Is agenta or coze-loop more popular on GitHub?
- coze-loop has more GitHub stars (5,739 vs 4,764). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and coze-loop open source?
- Yes - both are open-source projects on GitHub (agenta: Other, coze-loop: Apache-2.0).
- Where can I find alternatives to agenta or coze-loop?
- GraphCanon lists graph-backed alternatives at agenta alternatives and coze-loop alternatives (agenta markdown twin, coze-loop 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, agenta or coze-loop?
- agenta: Very active. coze-loop: 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 agenta and coze-loop?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; coze-loop trust report.