--- title: "agent-learning-kit vs agentql" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/future-agi-agent-learning-kit-vs-tinyfish-io-agentql" tools: ["future-agi-agent-learning-kit", "tinyfish-io-agentql"] --- # agent-learning-kit vs agentql *GraphCanon updated Sep 20, 2026* ## Verdict Pick agent-learning-kit if agent-learning-kit is a Python-based toolkit for evaluating and simulating AI workflows, particularly suited for AI agents. It offers optional extras for specific functionalities and a TypeScript SDK for broader language; pick agentql if agentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. [agent-learning-kit](https://futureagi.com) reports 119 GitHub stars, 44 forks, and 19 open issues, last pushed Sep 18, 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 [agent-learning-kit's repository](https://github.com/future-agi/agent-learning-kit) and [agentql's repository](https://github.com/tinyfish-io/agentql). | | [agent-learning-kit](/tools/future-agi-agent-learning-kit.md) | [agentql](/tools/tinyfish-io-agentql.md) | | --- | --- | --- | | Tagline | General Purpose Evaluation and Simulation Environment for all your AI related Workflows | Suite of tools connecting AI to the web with query language and Playwright integrations | | Stars | 119 | 1,463 | | Forks | 44 | 171 | | Open issues | 19 | 11 | | Language | Python | Python | | Adopt for | agent-learning-kit is a Python-based toolkit for evaluating and simulating AI workflows, particularly suited for AI agents. It offers optional extras for specific functionalities and a TypeScript SDK for broader language | AgentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-learning-kit](/tools/future-agi-agent-learning-kit.md) | [agentql](/tools/tinyfish-io-agentql.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 19 | 11 | | Stars delta | +1 (30d) | +18 (30d) | | Open issues delta | +13 (30d) | +2 (30d) | | Full report | [trust report](/tools/future-agi-agent-learning-kit/trust.md) | [trust report](/tools/tinyfish-io-agentql/trust.md) | ## Shared compatibility - **Python**: [agent-learning-kit](/tools/future-agi-agent-learning-kit.md) - Python runtime; [agentql](/tools/tinyfish-io-agentql.md) - Python runtime ## Decision facts: agent-learning-kit - **Adopt for:** agent-learning-kit is a Python-based toolkit for evaluating and simulating AI workflows, particularly suited for AI agents. It offers optional extras for specific functionalities and a TypeScript SDK for broader language ## 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 agent-learning-kit if… - License: agent-learning-kit is Other, agentql is MIT. - Tags unique to agent-learning-kit: agentic-ai, ai-agents, cicd, evaluation. - Also covers Evaluation & Observability. - When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents ### Choose agentql if… - License: agentql is MIT, agent-learning-kit is Other. - Tags unique to agentql: agent, aiagent, automation, javascript. - When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively. ## When NOT to use agent-learning-kit - If your project strictly requires a different programming language other than Python or TypeScript - When you need a tool that is already at a mature v1 release, as agent-learning-kit is still developing its TypeScript SDK and extras ## 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 agent-learning-kit and agentql? agent-learning-kit: General Purpose Evaluation and Simulation Environment for all your AI related Workflows. 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 agent-learning-kit over agentql? Choose agent-learning-kit over agentql when License: agent-learning-kit is Other, agentql is MIT; Tags unique to agent-learning-kit: agentic-ai, ai-agents, cicd, evaluation; Also covers Evaluation & Observability; When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents. ### When should I choose agentql over agent-learning-kit? Choose agentql over agent-learning-kit when License: agentql is MIT, agent-learning-kit is Other; Tags unique to agentql: agent, aiagent, automation, javascript; When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively. ### When should I avoid agent-learning-kit? If your project strictly requires a different programming language other than Python or TypeScript When you need a tool that is already at a mature v1 release, as agent-learning-kit is still developing its TypeScript SDK and extras ### 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 agent-learning-kit or agentql more popular on GitHub? agentql has more GitHub stars (1,463 vs 119). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-learning-kit and agentql open source? Yes - both are open-source projects on GitHub (agent-learning-kit: Other, agentql: MIT). ### Where can I find alternatives to agent-learning-kit or agentql? GraphCanon lists graph-backed alternatives at [agent-learning-kit alternatives](/tools/future-agi-agent-learning-kit/alternatives) and [agentql alternatives](/tools/tinyfish-io-agentql/alternatives) ([agent-learning-kit markdown twin](/tools/future-agi-agent-learning-kit/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/future-agi-agent-learning-kit-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, agent-learning-kit or agentql? agent-learning-kit: Very active. 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 agent-learning-kit and agentql? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-learning-kit trust report](/tools/future-agi-agent-learning-kit/trust); [agentql trust report](/tools/tinyfish-io-agentql/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=future-agi-agent-learning-kit`](/api/graphcanon/graph?tool=future-agi-agent-learning-kit) - 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/_