Comparison
agentops vs agent-skills-eval
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.
Markdown twin · agentops alternatives · agent-skills-eval alternatives
GraphCanon updated Sep 20, 2026
6views this month
vs
Trust & integrity
| Signal | agentops | agent-skills-eval |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Steady (45d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agentops
- Python SDK for AI agent monitoring and LLM cost tracking
- agent-skills-eval
- A test runner for agentskills.io-style AI agent skills
Stars
- agentops
- 5.8k
- agent-skills-eval
- 790
Forks
- agentops
- 625
- agent-skills-eval
- 42
Open issues
- agentops
- 184
- agent-skills-eval
- 15
Language
- agentops
- Python
- agent-skills-eval
- TypeScript
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- agent-skills-eval
- agent-skills-eval offers utilities to evaluate AI agents in line with agentskills.io framework using TypeScript.
Persona
- agentops
- -
- agent-skills-eval
- -
Runtime
- agentops
- -
- agent-skills-eval
- -
License
- agentops
- MIT
- agent-skills-eval
- MIT
Last pushed
- agentops
- Jun 25, 2026
- agent-skills-eval
- Aug 5, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- agent-skills-eval
- AI Agents, Evaluation & Observability
Trust and health
Days since push
- agentops
- 86d
- agent-skills-eval
- 45d
Open issues (now)
- agentops
- 184
- agent-skills-eval
- 15
Stars delta
- agentops
- +59 (30d)
- agent-skills-eval
- +153 (30d)
Open issues delta
- agentops
- +8 (30d)
- agent-skills-eval
- +4 (30d)
Owner type
- agentops
- Organization
- agent-skills-eval
- User
Full report
- agentops
- Trust report
- agent-skills-eval
- Trust report
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
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
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AgentOps-AI/agentops) · observed Sep 20, 2026
- GitHub forks (AgentOps-AI/agentops) · observed Sep 20, 2026
- Last push (AgentOps-AI/agentops) · observed Jun 25, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (darkrishabh/agent-skills-eval) · observed Sep 20, 2026
- GitHub forks (darkrishabh/agent-skills-eval) · observed Sep 20, 2026
- Last push (darkrishabh/agent-skills-eval) · observed Aug 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentops 5.8k · agent-skills-eval 790 (synced Sep 20, 2026).
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 (5,830 vs 790). 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 and agent-skills-eval alternatives (agentops markdown twin, agent-skills-eval markdown twin), 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 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: Steady. 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; agent-skills-eval trust report.