Comparison
agentops vs cuga-agent
Verdict
Pick agentops if agentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage; pick cuga-agent if cUGA is an open-source agent for managing complex enterprise tasks on the web and APIs with strong emphasis on composable architecture and policy-aware features.
Markdown twin · agentops alternatives · cuga-agent alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | agentops | cuga-agent |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 11, 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 11, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- agentops
- Python SDK for AI agent monitoring and LLM cost tracking
- cuga-agent
- CUGA is an open-source generalist agent for enterprise complex task execution on web and APIs
Stars
- agentops
- 5.8k
- cuga-agent
- 877
Forks
- agentops
- 625
- cuga-agent
- 152
Open issues
- agentops
- 184
- cuga-agent
- 179
Language
- agentops
- Python
- cuga-agent
- Python
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- cuga-agent
- CUGA is an open-source agent for managing complex enterprise tasks on the web and APIs with strong emphasis on composable architecture and policy-aware features.
Persona
- agentops
- -
- cuga-agent
- -
Runtime
- agentops
- -
- cuga-agent
- -
License
- agentops
- MIT
- cuga-agent
- Other
Last pushed
- agentops
- Jun 25, 2026
- cuga-agent
- Sep 11, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- cuga-agent
- AI Agents
Trust and health
Maintenance
- agentops
- Steady (60%)
- cuga-agent
- Very active (96%)
Days since push
- agentops
- 86d
- cuga-agent
- 0d
Open issues (now)
- agentops
- 184
- cuga-agent
- 179
Stars delta
- agentops
- +59 (30d)
- cuga-agent
- +11 (30d)
Open issues delta
- agentops
- +8 (30d)
- cuga-agent
- +21 (30d)
Full report
- agentops
- Trust report
- cuga-agent
- Trust report
Shared compatibility
- Python · agentops: Python runtime · cuga-agent: Python runtime
Choose agentops if…
- License: agentops is MIT, cuga-agent is Other.
- Tags unique to agentops: ai-agents, benchmarking, cost-tracking.
- Also covers Evaluation & Observability.
- Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK
When NOT to use agentops
- If specific integration support is needed for frameworks not listed including Autogen AG2 CamelAI
- In case self-hosting of components is impractical due to resource constraints
Choose cuga-agent if…
- License: cuga-agent is Other, agentops is MIT.
- Tags unique to cuga-agent: coding-agent, computer-use, enterprise, generalist-agent.
- cuga-agent ships Docker support for self-hosted deployment.
- You need precise control over agent configuration including tools, API integrations, LLM selection, and policies.
When NOT to use cuga-agent
- If your enterprise cannot support Python 3.12+ and the uv package manager prerequisites.
- In scenarios where a non-customizable, cloud-managed agent service is preferred over a self-hosted solution.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AgentOps-AI/agentops) · observed Sep 20, 2026
- GitHub forks (AgentOps-AI/agentops) · observed Sep 20, 2026
- Last push (AgentOps-AI/agentops) · observed Jun 25, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (cuga-project/cuga-agent) · observed Sep 20, 2026
- GitHub forks (cuga-project/cuga-agent) · observed Sep 20, 2026
- Last push (cuga-project/cuga-agent) · observed Sep 11, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentops 5.8k · cuga-agent 877 (synced Sep 20, 2026).
Common questions
- What is the difference between agentops and cuga-agent?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. cuga-agent: CUGA is an open-source generalist agent for enterprise complex task execution on web and APIs. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over cuga-agent?
- Choose agentops over cuga-agent when License: agentops is MIT, cuga-agent is Other; Tags unique to agentops: ai-agents, benchmarking, cost-tracking; Also covers Evaluation & Observability; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK.
- When should I choose cuga-agent over agentops?
- Choose cuga-agent over agentops when License: cuga-agent is Other, agentops is MIT; Tags unique to cuga-agent: coding-agent, computer-use, enterprise, generalist-agent; cuga-agent ships Docker support for self-hosted deployment; You need precise control over agent configuration including tools, API integrations, LLM selection, and policies.
- When should I avoid agentops?
- If specific integration support is needed for frameworks not listed including Autogen AG2 CamelAI In case self-hosting of components is impractical due to resource constraints
- When should I avoid cuga-agent?
- If your enterprise cannot support Python 3.12+ and the uv package manager prerequisites. In scenarios where a non-customizable, cloud-managed agent service is preferred over a self-hosted solution.
- Is agentops or cuga-agent more popular on GitHub?
- agentops has more GitHub stars (5,830 vs 877). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and cuga-agent open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, cuga-agent: Other).
- Where can I find alternatives to agentops or cuga-agent?
- GraphCanon lists graph-backed alternatives at agentops alternatives and cuga-agent alternatives (agentops markdown twin, cuga-agent 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, agentops or cuga-agent?
- agentops: Steady. cuga-agent: 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 agentops and cuga-agent?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; cuga-agent trust report.