--- title: "agentops vs myscale-telemetry" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-myscale-myscale-telemetry" tools: ["agentops-ai-agentops", "myscale-myscale-telemetry"] --- # agentops vs myscale-telemetry *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 myscale-telemetry if myScale Telemetry offers open-source observability specifically for LLM applications in Python, requiring additional tools like Grafana and ClickHouse. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [myscale-telemetry](https://pypi.org/project/myscale-telemetry/) has 55 stars, 7 forks, and 4 open issues, last pushed Jan 2, 2025. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [myscale-telemetry's repository](https://github.com/myscale/myscale-telemetry). | | [agentops](/tools/agentops-ai-agentops.md) | [myscale-telemetry](/tools/myscale-myscale-telemetry.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | Open-source observability for your LLM application | | Stars | 5,830 | 55 | | Forks | 625 | 7 | | Open issues | 184 | 4 | | 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. | MyScale Telemetry offers open-source observability specifically for LLM applications in Python, requiring additional tools like Grafana and ClickHouse. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Evaluation & Observability | Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentops](/tools/agentops-ai-agentops.md) | [myscale-telemetry](/tools/myscale-myscale-telemetry.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Dormant (18%) | | Days since push | 86d | 616d | | Open issues (now) | 184 | 4 | | Stars delta | +59 (30d) | 0 (30d) | | Open issues delta | +8 (30d) | 0 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/myscale-myscale-telemetry/trust.md) | ## Shared compatibility - **Python**: [agentops](/tools/agentops-ai-agentops.md) - Python runtime; [myscale-telemetry](/tools/myscale-myscale-telemetry.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: myscale-telemetry - **Adopt for:** MyScale Telemetry offers open-source observability specifically for LLM applications in Python, requiring additional tools like Grafana and ClickHouse. ## Choose when ### Choose agentops if… - Tags unique to agentops: ai-agents, benchmarking, cost-tracking. - Also covers AI Agents. - Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK ### Choose myscale-telemetry if… - Tags unique to myscale-telemetry: callback, langchain, llm-observability, monitoring. - - You need to monitor the performance of your large language model (LLM) application and have it integrated with Grafana and ClickHouse data source. - Leaner open-issue backlog (4). ## 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 myscale-telemetry - - If you do not have the necessary infrastructure for Grafana and the ClickHouse data source, making it difficult to integrate MyScale Telemetry into your workflow. - - You are looking for a solution without specific database dependencies; MyScale Telemetry requires a compatible database instance such as MyScaleDB or ClickHouse. ## Common questions ### What is the difference between agentops and myscale-telemetry? agentops: Python SDK for AI agent monitoring and LLM cost tracking. myscale-telemetry: Open-source observability for your LLM application. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentops over myscale-telemetry? Choose agentops over myscale-telemetry when Tags unique to agentops: ai-agents, benchmarking, cost-tracking; Also covers AI Agents; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK. ### When should I choose myscale-telemetry over agentops? Choose myscale-telemetry over agentops when Tags unique to myscale-telemetry: callback, langchain, llm-observability, monitoring; - You need to monitor the performance of your large language model (LLM) application and have it integrated with Grafana and ClickHouse data source; Leaner open-issue backlog (4). ### 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 myscale-telemetry? - If you do not have the necessary infrastructure for Grafana and the ClickHouse data source, making it difficult to integrate MyScale Telemetry into your workflow. - You are looking for a solution without specific database dependencies; MyScale Telemetry requires a compatible database instance such as MyScaleDB or ClickHouse. ### Is agentops or myscale-telemetry more popular on GitHub? agentops has more GitHub stars (5,830 vs 55). Stars measure visibility, not whether either tool fits your constraints. ### Are agentops and myscale-telemetry open source? Yes - both are open-source projects on GitHub (agentops: MIT, myscale-telemetry: MIT). ### Where can I find alternatives to agentops or myscale-telemetry? GraphCanon lists graph-backed alternatives at [agentops alternatives](/tools/agentops-ai-agentops/alternatives) and [myscale-telemetry alternatives](/tools/myscale-myscale-telemetry/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [myscale-telemetry markdown twin](/tools/myscale-myscale-telemetry/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-myscale-myscale-telemetry.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentops or myscale-telemetry? agentops: Steady. myscale-telemetry: Dormant. 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 myscale-telemetry? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentops trust report](/tools/agentops-ai-agentops/trust); [myscale-telemetry trust report](/tools/myscale-myscale-telemetry/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/_