Comparison
coze-loop vs openlit
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 openlit if openLIT is an open-source observability and evaluation platform for AI and coding agents, leveraging OpenTelemetry for tracking performance and costs.
Markdown twin · coze-loop alternatives · openlit alternatives
GraphCanon updated Sep 20, 2026
10views this month
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Trust & integrity
| Signal | coze-loop | openlit |
|---|---|---|
| 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 |
Tagline
- coze-loop
- Next-generation AI Agent Optimization Platform
- openlit
- Open-source observability & evaluation platform for AI agents and coding agents
Stars
- coze-loop
- 5.7k
- openlit
- 2.8k
Forks
- coze-loop
- 795
- openlit
- 390
Open issues
- coze-loop
- 84
- openlit
- 77
Language
- coze-loop
- Go
- openlit
- 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.
- openlit
- OpenLIT is an open-source observability and evaluation platform for AI and coding agents, leveraging OpenTelemetry for tracking performance and costs.
Persona
- coze-loop
- -
- openlit
- -
Runtime
- coze-loop
- -
- openlit
- -
License
- coze-loop
- Apache-2.0
- openlit
- Apache-2.0
Last pushed
- coze-loop
- Sep 18, 2026
- openlit
- Sep 17, 2026
Categories
- coze-loop
- AI Agents, Evaluation & Observability
- openlit
- Evaluation & Observability
Trust and health
Days since push
- coze-loop
- 1d
- openlit
- 0d
Open issues (now)
- coze-loop
- 84
- openlit
- 77
Stars delta
- coze-loop
- +42 (30d)
- openlit
- +106 (30d)
Open issues delta
- coze-loop
- +12 (30d)
- openlit
- +29 (30d)
Full report
- coze-loop
- Trust report
- openlit
- Trust report
Choose coze-loop if…
- coze-loop is primarily Go; openlit is TypeScript.
- Tags unique to coze-loop: agent, evaluation, observability, 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
Choose openlit if…
- openlit is primarily TypeScript; coze-loop is Go.
- Pricing: OpenLIT is free and open-source under the Apache License 2.0..
- Requirements: Installation is available via pip for Python and npm for TypeScript..
- Tags unique to openlit: ai-engineering, ai-evaluation, ai-observability, ai-observability-platform.
- openlit ships Docker support for self-hosted deployment.
- When you need to track and evaluate the performance and costs of AI and coding agents using OpenTelemetry.
When NOT to use openlit
- If your project does not require observability and evaluation features for AI and coding agents.
- When you prefer proprietary tools over open-source solutions.
- If your project does not involve AI applications or does not need detailed cost tracking across multiple dimensions.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (openlit/openlit) · observed Sep 20, 2026
- GitHub forks (openlit/openlit) · observed Sep 20, 2026
- Last push (openlit/openlit) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: coze-loop 5.7k · openlit 2.8k (synced Sep 20, 2026).
Common questions
- What is the difference between coze-loop and openlit?
- coze-loop: Next-generation AI Agent Optimization Platform. openlit: Open-source observability & evaluation platform for AI agents and coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose coze-loop over openlit?
- Choose coze-loop over openlit when coze-loop is primarily Go; openlit is TypeScript; Tags unique to coze-loop: agent, evaluation, observability, 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 openlit over coze-loop?
- Choose openlit over coze-loop when openlit is primarily TypeScript; coze-loop is Go; Pricing: OpenLIT is free and open-source under the Apache License 2.0.; Requirements: Installation is available via pip for Python and npm for TypeScript.; Tags unique to openlit: ai-engineering, ai-evaluation, ai-observability, ai-observability-platform; openlit ships Docker support for self-hosted deployment; When you need to track and evaluate the performance and costs of AI and coding agents using OpenTelemetry.
- 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 openlit?
- If your project does not require observability and evaluation features for AI and coding agents. When you prefer proprietary tools over open-source solutions. If your project does not involve AI applications or does not need detailed cost tracking across multiple dimensions.
- Is coze-loop or openlit more popular on GitHub?
- coze-loop has more GitHub stars (5,739 vs 2,770). Stars measure visibility, not whether either tool fits your constraints.
- Are coze-loop and openlit open source?
- Yes - both are open-source projects on GitHub (coze-loop: Apache-2.0, openlit: Apache-2.0).
- Where can I find alternatives to coze-loop or openlit?
- GraphCanon lists graph-backed alternatives at coze-loop alternatives and openlit alternatives (coze-loop markdown twin, openlit 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 openlit?
- coze-loop: Very active. openlit: 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 openlit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: coze-loop trust report; openlit trust report.