Comparison
agentops vs agent-learning-kit
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-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.
Markdown twin · agentops alternatives · agent-learning-kit alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | agentops | agent-learning-kit |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 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 Sep 18, 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-learning-kit
- General Purpose Evaluation and Simulation Environment for all your AI related Workflows
Stars
- agentops
- 5.8k
- agent-learning-kit
- 119
Forks
- agentops
- 625
- agent-learning-kit
- 44
Open issues
- agentops
- 184
- agent-learning-kit
- 19
Language
- agentops
- Python
- agent-learning-kit
- Python
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- agent-learning-kit
- 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
Persona
- agentops
- -
- agent-learning-kit
- -
Runtime
- agentops
- -
- agent-learning-kit
- -
License
- agentops
- MIT
- agent-learning-kit
- Other
Last pushed
- agentops
- Jun 25, 2026
- agent-learning-kit
- Sep 18, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- agent-learning-kit
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- agent-learning-kit
- Very active (96%)
Days since push
- agentops
- 86d
- agent-learning-kit
- 0d
Open issues (now)
- agentops
- 184
- agent-learning-kit
- 19
Stars delta
- agentops
- +59 (30d)
- agent-learning-kit
- +1 (30d)
Open issues delta
- agentops
- +8 (30d)
- agent-learning-kit
- +13 (30d)
Full report
- agentops
- Trust report
- agent-learning-kit
- Trust report
Shared compatibility
- Python · agentops: Python runtime · agent-learning-kit: Python runtime
Choose agentops if…
- License: agentops is MIT, agent-learning-kit is Other.
- 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-learning-kit if…
- License: agent-learning-kit is Other, agentops is MIT.
- Tags unique to agent-learning-kit: agentic-ai, cicd, evaluation, ml.
- When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents
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
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 (future-agi/agent-learning-kit) · observed Sep 20, 2026
- GitHub forks (future-agi/agent-learning-kit) · observed Sep 20, 2026
- Last push (future-agi/agent-learning-kit) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: agentops 5.8k · agent-learning-kit 119 (synced Sep 20, 2026).
Common questions
- What is the difference between agentops and agent-learning-kit?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. agent-learning-kit: General Purpose Evaluation and Simulation Environment for all your AI related Workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over agent-learning-kit?
- Choose agentops over agent-learning-kit when License: agentops is MIT, agent-learning-kit is Other; Tags unique to agentops: benchmarking, cost-tracking; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK.
- When should I choose agent-learning-kit over agentops?
- Choose agent-learning-kit over agentops when License: agent-learning-kit is Other, agentops is MIT; Tags unique to agent-learning-kit: agentic-ai, cicd, evaluation, ml; When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents.
- 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-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
- Is agentops or agent-learning-kit more popular on GitHub?
- agentops has more GitHub stars (5,830 vs 119). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and agent-learning-kit open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, agent-learning-kit: Other).
- Where can I find alternatives to agentops or agent-learning-kit?
- GraphCanon lists graph-backed alternatives at agentops alternatives and agent-learning-kit alternatives (agentops markdown twin, agent-learning-kit 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-learning-kit?
- agentops: Steady. agent-learning-kit: 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 agent-learning-kit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; agent-learning-kit trust report.