--- title: "agentops vs notte" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-nottelabs-notte" tools: ["agentops-ai-agentops", "nottelabs-notte"] --- # agentops vs notte *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 notte if notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [notte](https://www.notte.cc/) has 2.0k stars, 182 forks, and 16 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [notte's repository](https://github.com/nottelabs/notte). | | [agentops](/tools/agentops-ai-agentops.md) | [notte](/tools/nottelabs-notte.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | Framework for building and deploying serverless web automation agents | | Stars | 5,830 | 2,003 | | Forks | 625 | 182 | | Open issues | 184 | 16 | | 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. | notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. | | 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) | [notte](/tools/nottelabs-notte.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 86d | 0d | | Open issues (now) | 184 | 16 | | Stars delta | +59 (30d) | +14 (30d) | | Open issues delta | +8 (30d) | +4 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/nottelabs-notte/trust.md) | ## 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: notte - **Adopt for:** notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. ## Choose when ### Choose agentops if… - License: agentops is MIT, notte 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 notte if… - License: notte is Other, agentops is MIT. - Tags unique to notte: agent, ai, anthropic, automation. - - When you need a framework built specifically around serverless architecture for deploying web agents that can interact with the internet via modern browsers. ## 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 notte - - If your use case primarily involves on-premise or datacenter environments without the need for cloud-based serverless functions. - - When detailed control over lower-level system tasks beyond web interactions becomes necessary, as notte's focus is on automation within a browser context. ## Common questions ### What is the difference between agentops and notte? agentops: Python SDK for AI agent monitoring and LLM cost tracking. notte: Framework for building and deploying serverless web automation agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentops over notte? Choose agentops over notte when License: agentops is MIT, notte 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 notte over agentops? Choose notte over agentops when License: notte is Other, agentops is MIT; Tags unique to notte: agent, ai, anthropic, automation; - When you need a framework built specifically around serverless architecture for deploying web agents that can interact with the internet via modern browsers. ### 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 notte? - If your use case primarily involves on-premise or datacenter environments without the need for cloud-based serverless functions. - When detailed control over lower-level system tasks beyond web interactions becomes necessary, as notte's focus is on automation within a browser context. ### Is agentops or notte more popular on GitHub? agentops has more GitHub stars (5,830 vs 2,003). Stars measure visibility, not whether either tool fits your constraints. ### Are agentops and notte open source? Yes - both are open-source projects on GitHub (agentops: MIT, notte: Other). ### Where can I find alternatives to agentops or notte? GraphCanon lists graph-backed alternatives at [agentops alternatives](/tools/agentops-ai-agentops/alternatives) and [notte alternatives](/tools/nottelabs-notte/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [notte markdown twin](/tools/nottelabs-notte/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-nottelabs-notte.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentops or notte? agentops: Steady. notte: 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 notte? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentops trust report](/tools/agentops-ai-agentops/trust); [notte trust report](/tools/nottelabs-notte/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/_