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Comparison

coze-loop vs lmnr

Verdict

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; pick lmnr if laminar, or lmnr, is an open-source observability platform for AI agents, offering both a managed platform and self-hosting options via Docker Compose.

Markdown twin · coze-loop alternatives · lmnr alternatives

GraphCanon updated Sep 20, 2026

10views this month

coze-loop logo

coze-loop

coze-dev/coze-loop

★ 5.7kpushed Sep 18, 2026
vs
lmnr logo

lmnr

lmnr-ai/lmnr

★ 3.3kpushed Sep 17, 2026

Trust & integrity

Signalcoze-looplmnr
Maintenance
Very active (1d 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
coze-loop trust reportlmnr trust reportTrust methodology

Tagline

coze-loop
Next-generation AI Agent Optimization Platform
lmnr
Laminar - open-source observability platform for AI agents

Stars

coze-loop
5.7k
lmnr
3.3k

Forks

coze-loop
795
lmnr
239

Open issues

coze-loop
84
lmnr
115

Language

coze-loop
Go
lmnr
TypeScript

Adopt for

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.
lmnr
Laminar, or lmnr, is an open-source observability platform for AI agents, offering both a managed platform and self-hosting options via Docker Compose.

Persona

coze-loop
-
lmnr
-

Runtime

coze-loop
-
lmnr
-

License

coze-loop
Apache-2.0
lmnr
Apache-2.0

Last pushed

coze-loop
Sep 18, 2026
lmnr
Sep 17, 2026

Categories

coze-loop
AI Agents, Evaluation & Observability
lmnr
Developer Tools, Evaluation & Observability

Trust and health

Days since push

coze-loop
1d
lmnr
0d

Open issues (now)

coze-loop
84
lmnr
115

Stars delta

coze-loop
+42 (30d)
lmnr
+162 (30d)

Open issues delta

coze-loop
+12 (30d)
lmnr
+18 (30d)

Full report

coze-loop
Trust report
lmnr
Trust report

Typed relationship

coze-loop alternative lmnrBoth platforms aim at improving the observability of AI agents, making them competitive alternatives in their field.

Choose coze-loop if…

  • coze-loop is primarily Go; lmnr is TypeScript.
  • Both platforms aim at improving the observability of AI agents, making them competitive alternatives in their field.
  • Tags unique to coze-loop: agent, evaluation, open-source.
  • Also covers AI Agents.
  • 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
GitHubDetails

Choose lmnr if…

  • lmnr is primarily TypeScript; coze-loop is Go.
  • Both platforms aim at improving the observability of AI agents, making them competitive alternatives in their field.
  • Tags unique to lmnr: agent-observability, ai-observability, aiops, llm-observability.
  • Also covers Developer Tools.
  • lmnr ships Docker support for self-hosted deployment.
  • Use lmnr when you need a comprehensive observability solution for AI agents that supports both self-hosting and a managed platform.

When NOT to use lmnr

  • Avoid lmnr if you require a platform that does not support self-hosting or if you prefer not to use Docker Compose for deployment.
  • Do not use lmnr if you are looking for a solution that is not open-source or if you need a platform that is not licensed under Apache-2.0.
  • If your project does not involve AI agents or if you do not need the specific observability features provided by lmnr, consider other tools.
GitHubDetails

Explore

coze-loop trust report →lmnr trust report →AI Agents category →Evaluation & Observability category →Developer Tools category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: coze-loop 5.7k · lmnr 3.3k (synced Sep 20, 2026).

Common questions

What is the difference between coze-loop and lmnr?
coze-loop: Next-generation AI Agent Optimization Platform. lmnr: Laminar - open-source observability platform for AI agents. See the comparison table for live GitHub stats and shared categories.
When should I choose coze-loop over lmnr?
Choose coze-loop over lmnr when coze-loop is primarily Go; lmnr is TypeScript; Both platforms aim at improving the observability of AI agents, making them competitive alternatives in their field; Tags unique to coze-loop: agent, evaluation, open-source; Also covers AI Agents; When you are developing AI agents and need full-lifecycle support from initial setup through deployment.
When should I choose lmnr over coze-loop?
Choose lmnr over coze-loop when lmnr is primarily TypeScript; coze-loop is Go; Both platforms aim at improving the observability of AI agents, making them competitive alternatives in their field; Tags unique to lmnr: agent-observability, ai-observability, aiops, llm-observability; Also covers Developer Tools; lmnr ships Docker support for self-hosted deployment; Use lmnr when you need a comprehensive observability solution for AI agents that supports both self-hosting and a managed platform.
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
When should I avoid lmnr?
Avoid lmnr if you require a platform that does not support self-hosting or if you prefer not to use Docker Compose for deployment. Do not use lmnr if you are looking for a solution that is not open-source or if you need a platform that is not licensed under Apache-2.0. If your project does not involve AI agents or if you do not need the specific observability features provided by lmnr, consider other tools.
Is coze-loop or lmnr more popular on GitHub?
coze-loop has more GitHub stars (5,739 vs 3,265). Stars measure visibility, not whether either tool fits your constraints.
Are coze-loop and lmnr open source?
Yes - both are open-source projects on GitHub (coze-loop: Apache-2.0, lmnr: Apache-2.0).
Where can I find alternatives to coze-loop or lmnr?
GraphCanon lists graph-backed alternatives at coze-loop alternatives and lmnr alternatives (coze-loop markdown twin, lmnr 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, coze-loop or lmnr?
coze-loop: Very active. lmnr: 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 coze-loop and lmnr?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: coze-loop trust report; lmnr trust report.

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