--- title: "agentops vs agent-skills-eval" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-darkrishabh-agent-skills-eval" tools: ["agentops-ai-agentops", "darkrishabh-agent-skills-eval"] --- # agentops vs agent-skills-eval *GraphCanon updated Aug 14, 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 agent-skills-eval if agent-skills-eval offers utilities to evaluate AI agents in line with agentskills.io framework using TypeScript. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 612 forks, and 176 open issues, last pushed Jun 25, 2026. [agent-skills-eval](https://darkrishabh.github.io/agent-skills-eval/) has 637 stars, 36 forks, and 11 open issues, last pushed Jul 15, 2026. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [agent-skills-eval's repository](https://github.com/darkrishabh/agent-skills-eval). | | [agentops](/tools/agentops-ai-agentops.md) | [agent-skills-eval](/tools/darkrishabh-agent-skills-eval.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | A test runner for agentskills.io-style AI agent skills | | Stars | 5,771 | 637 | | Forks | 612 | 36 | | Open issues | 176 | 11 | | Language | Python | TypeScript | | Adopt for | AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. | agent-skills-eval offers utilities to evaluate AI agents in line with agentskills.io framework using TypeScript. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentops](/tools/agentops-ai-agentops.md) | [agent-skills-eval](/tools/darkrishabh-agent-skills-eval.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Active (82%) | | Days since push | 49d | 13d | | Open issues (now) | 176 | 11 | | Owner type | Organization | User | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/darkrishabh-agent-skills-eval/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: agent-skills-eval - **Adopt for:** agent-skills-eval offers utilities to evaluate AI agents in line with agentskills.io framework using TypeScript. ## Choose when ### Choose agentops if… - agentops is primarily Python; agent-skills-eval is TypeScript. - Tags unique to agentops: benchmarking, cost-tracking. - Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK ### Choose agent-skills-eval if… - agent-skills-eval is primarily TypeScript; agentops is Python. - Tags unique to agent-skills-eval: agent-evals, agent-skills, agentskills, cli. - When you use the agentskills.io framework for your project and require robust evaluation tools that can understand this specific framework's nuances. ## 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 agent-skills-eval - This tool may not be suitable if you are using a different AI agent development framework outside of agentskills.io, as it specializes in evaluating skills based on this particular framework. - If your project does not use TypeScript and avoiding transpiler overhead is a priority, then opting for another evaluation tool that supports your primary language might be more beneficial. ## Common questions ### What is the difference between agentops and agent-skills-eval? agentops: Python SDK for AI agent monitoring and LLM cost tracking. agent-skills-eval: A test runner for agentskills.io-style AI agent skills. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentops over agent-skills-eval? Choose agentops over agent-skills-eval when agentops is primarily Python; agent-skills-eval is TypeScript; Tags unique to agentops: benchmarking, cost-tracking; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK. ### When should I choose agent-skills-eval over agentops? Choose agent-skills-eval over agentops when agent-skills-eval is primarily TypeScript; agentops is Python; Tags unique to agent-skills-eval: agent-evals, agent-skills, agentskills, cli; When you use the agentskills.io framework for your project and require robust evaluation tools that can understand this specific framework's nuances. ### 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 agent-skills-eval? This tool may not be suitable if you are using a different AI agent development framework outside of agentskills.io, as it specializes in evaluating skills based on this particular framework. If your project does not use TypeScript and avoiding transpiler overhead is a priority, then opting for another evaluation tool that supports your primary language might be more beneficial. ### Is agentops or agent-skills-eval more popular on GitHub? agentops has more GitHub stars (5,771 vs 637). Stars measure visibility, not whether either tool fits your constraints. ### Are agentops and agent-skills-eval open source? Yes - both are open-source projects on GitHub (agentops: MIT, agent-skills-eval: MIT). ### Where can I find alternatives to agentops or agent-skills-eval? GraphCanon lists graph-backed alternatives at [agentops alternatives](/tools/agentops-ai-agentops/alternatives) and [agent-skills-eval alternatives](/tools/darkrishabh-agent-skills-eval/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [agent-skills-eval markdown twin](/tools/darkrishabh-agent-skills-eval/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-darkrishabh-agent-skills-eval.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentops or agent-skills-eval? agentops: Steady. agent-skills-eval: 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 agent-skills-eval? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentops trust report](/tools/agentops-ai-agentops/trust); [agent-skills-eval trust report](/tools/darkrishabh-agent-skills-eval/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/_