--- title: "agentops vs cuga-agent" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-cuga-project-cuga-agent" tools: ["agentops-ai-agentops", "cuga-project-cuga-agent"] --- # agentops vs cuga-agent *GraphCanon updated Sep 20, 2026* ## 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. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [cuga-agent](https://cuga.dev) has 877 stars, 152 forks, and 179 open issues, last pushed Sep 11, 2026. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [cuga-agent's repository](https://github.com/cuga-project/cuga-agent). | | [agentops](/tools/agentops-ai-agentops.md) | [cuga-agent](/tools/cuga-project-cuga-agent.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | CUGA is an open-source generalist agent for enterprise complex task execution on web and APIs | | Stars | 5,830 | 877 | | Forks | 625 | 152 | | Open issues | 184 | 179 | | Language | Python | Python | | Adopt for | AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. | 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 | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | AI Agents, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentops](/tools/agentops-ai-agentops.md) | [cuga-agent](/tools/cuga-project-cuga-agent.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 86d | 0d | | Open issues (now) | 184 | 179 | | Stars delta | +59 (30d) | +11 (30d) | | Open issues delta | +8 (30d) | +21 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/cuga-project-cuga-agent/trust.md) | ## Shared compatibility - **Python**: [agentops](/tools/agentops-ai-agentops.md) - Python runtime; [cuga-agent](/tools/cuga-project-cuga-agent.md) - Python runtime ## Decision facts: agentops - **Adopt for:** AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. ## Decision facts: cuga-agent - **Adopt for:** 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. ## Choose when ### 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 ### 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 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 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. ## 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](/tools/agentops-ai-agentops/alternatives) and [cuga-agent alternatives](/tools/cuga-project-cuga-agent/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [cuga-agent markdown twin](/tools/cuga-project-cuga-agent/alternatives.md)), 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](/compare/agentops-ai-agentops-vs-cuga-project-cuga-agent.md) 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](/tools/agentops-ai-agentops/trust); [cuga-agent trust report](/tools/cuga-project-cuga-agent/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentops-ai-agentops`](/api/graphcanon/graph?tool=agentops-ai-agentops) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_