--- title: "agentops vs agentql" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-tinyfish-io-agentql" tools: ["agentops-ai-agentops", "tinyfish-io-agentql"] --- # agentops vs agentql *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 agentql if agentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [agentql](https://agentql.com) has 1.5k stars, 171 forks, and 11 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [agentql's repository](https://github.com/tinyfish-io/agentql). | | [agentops](/tools/agentops-ai-agentops.md) | [agentql](/tools/tinyfish-io-agentql.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | Suite of tools connecting AI to the web with query language and Playwright integrations | | Stars | 5,830 | 1,463 | | Forks | 625 | 171 | | Open issues | 184 | 11 | | 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. | AgentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | 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) | [agentql](/tools/tinyfish-io-agentql.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 86d | 1d | | Open issues (now) | 184 | 11 | | Stars delta | +59 (30d) | +18 (30d) | | Open issues delta | +8 (30d) | +2 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/tinyfish-io-agentql/trust.md) | ## Shared compatibility - **Python**: [agentops](/tools/agentops-ai-agentops.md) - Python runtime; [agentql](/tools/tinyfish-io-agentql.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: agentql - **Adopt for:** AgentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. ## Choose when ### Choose agentops if… - 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 agentql if… - Tags unique to agentql: agent, aiagent, automation, javascript. - When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively. - More recently updated (last pushed Sep 18, 2026). ## 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 agentql - Avoid if looking exclusively for solutions built around frameworks other than Playwright, as AgentQL is deeply integrated with it. - Not suitable for users seeking simple web scraping functionalities without the sophistication of AI-driven querying or extensive browser automation capabilities. ## Common questions ### What is the difference between agentops and agentql? agentops: Python SDK for AI agent monitoring and LLM cost tracking. agentql: Suite of tools connecting AI to the web with query language and Playwright integrations. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentops over agentql? Choose agentops over agentql when 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 agentql over agentops? Choose agentql over agentops when Tags unique to agentql: agent, aiagent, automation, javascript; When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively; More recently updated (last pushed Sep 18, 2026). ### 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 agentql? Avoid if looking exclusively for solutions built around frameworks other than Playwright, as AgentQL is deeply integrated with it. Not suitable for users seeking simple web scraping functionalities without the sophistication of AI-driven querying or extensive browser automation capabilities. ### Is agentops or agentql more popular on GitHub? agentops has more GitHub stars (5,830 vs 1,463). Stars measure visibility, not whether either tool fits your constraints. ### Are agentops and agentql open source? Yes - both are open-source projects on GitHub (agentops: MIT, agentql: MIT). ### Where can I find alternatives to agentops or agentql? GraphCanon lists graph-backed alternatives at [agentops alternatives](/tools/agentops-ai-agentops/alternatives) and [agentql alternatives](/tools/tinyfish-io-agentql/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [agentql markdown twin](/tools/tinyfish-io-agentql/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-tinyfish-io-agentql.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentops or agentql? agentops: Steady. agentql: 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 agentql? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentops trust report](/tools/agentops-ai-agentops/trust); [agentql trust report](/tools/tinyfish-io-agentql/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/_