Comparison
agentops vs netdata
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 netdata if netdata is an AI-powered observability tool that integrates with numerous devops tools and databases aiming to help lean teams quickly monitor full stack systems.
Markdown twin · agentops alternatives · netdata alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agentops | netdata |
|---|---|---|
| Maintenance | Steady (49d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- netdata
- The fastest path to AI-powered full stack observability for lean teams
Stars
- agentops
- 5.8k
- netdata
- 80k
Forks
- agentops
- 612
- netdata
- 6.5k
Open issues
- agentops
- 176
- netdata
- 367
Language
- agentops
- Python
- netdata
- Go
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- netdata
- Netdata is an AI-powered observability tool that integrates with numerous devops tools and databases aiming to help lean teams quickly monitor full stack systems.
Persona
- agentops
- -
- netdata
- -
Runtime
- agentops
- -
- netdata
- -
License
- agentops
- MIT
- netdata
- GPL-3.0
Last pushed
- agentops
- Jun 25, 2026
- netdata
- Jul 25, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- netdata
- Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- netdata
- Very active (96%)
Days since push
- agentops
- 49d
- netdata
- 0d
Open issues (now)
- agentops
- 176
- netdata
- 367
Full report
- agentops
- Trust report
- netdata
- Trust report
Choose agentops if…
- agentops is primarily Python; netdata is Go.
- License: agentops is MIT, netdata is GPL-3.0.
- Tags unique to agentops: ai-agents, benchmarking, cost-tracking.
- Also covers AI Agents.
- 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 netdata if…
- netdata is primarily Go; agentops is Python.
- License: netdata is GPL-3.0, agentops is MIT.
- Requirements: Requires Docker; Requires Docker for setup and operation as illustrated by its inclusion within the topics covered in the repository's description..
- Tags unique to netdata: ai, alerting, cncf, data-visualization.
- netdata ships Docker support for self-hosted deployment.
- When leveraging the need for quick, AI-driven observability for a team's entire tech stack including integration with popular databases like PostgreSQL and MongoDB.
When NOT to use netdata
- When the team requires customization options that extend beyond what Netdata’s current integrations offer, such as less mainstream databases or alerting services.
- If your environment strictly adheres to commercial licensing models which are incompatible with GPL-3.0 licensed software like Netdata.
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 Aug 14, 2026
- GitHub forks (AgentOps-AI/agentops) · observed Aug 14, 2026
- Last push (AgentOps-AI/agentops) · observed Jun 25, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (netdata/netdata) · observed Jul 26, 2026
- GitHub forks (netdata/netdata) · observed Jul 26, 2026
- Last push (netdata/netdata) · observed Jul 25, 2026
- License file (GPL-3.0) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentops 5.8k · netdata 80k (synced Aug 14, 2026).
Common questions
- What is the difference between agentops and netdata?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. netdata: The fastest path to AI-powered full stack observability for lean teams. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over netdata?
- Choose agentops over netdata when agentops is primarily Python; netdata is Go; License: agentops is MIT, netdata is GPL-3.0; Tags unique to agentops: ai-agents, benchmarking, cost-tracking; Also covers AI Agents; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK.
- When should I choose netdata over agentops?
- Choose netdata over agentops when netdata is primarily Go; agentops is Python; License: netdata is GPL-3.0, agentops is MIT; Requirements: Requires Docker; Requires Docker for setup and operation as illustrated by its inclusion within the topics covered in the repository's description.; Tags unique to netdata: ai, alerting, cncf, data-visualization; netdata ships Docker support for self-hosted deployment; When leveraging the need for quick, AI-driven observability for a team's entire tech stack including integration with popular databases like PostgreSQL and MongoDB.
- 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 netdata?
- When the team requires customization options that extend beyond what Netdata’s current integrations offer, such as less mainstream databases or alerting services. If your environment strictly adheres to commercial licensing models which are incompatible with GPL-3.0 licensed software like Netdata.
- Is agentops or netdata more popular on GitHub?
- netdata has more GitHub stars (79,844 vs 5,771). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and netdata open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, netdata: GPL-3.0).
- Where can I find alternatives to agentops or netdata?
- GraphCanon lists graph-backed alternatives at agentops alternatives and netdata alternatives (agentops markdown twin, netdata 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 netdata?
- agentops: Steady. netdata: 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 netdata?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; netdata trust report.