Comparison
athina-evals vs netdata
Verdict
Pick athina-evals when athina-evals is primarily Python; netdata is Go; pick netdata when netdata is primarily Go; athina-evals is Python.
Markdown twin · athina-evals alternatives · netdata alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | athina-evals | netdata |
|---|---|---|
| Maintenance | Dormant (399d since push) As of 1d · github_public_v1 | Very active (0d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No MCP manifest As of 1d · mcp_manifest |
Tagline
- athina-evals
- Python SDK for running evaluations on LLM generated responses
- netdata
- The fastest path to AI-powered full stack observability, even for lean teams.
Stars
- athina-evals
- 301
- netdata
- 80k
Forks
- athina-evals
- 22
- netdata
- 6.5k
Open issues
- athina-evals
- 3
- netdata
- 359
Language
- athina-evals
- Python
- netdata
- Go
Adopt for
- athina-evals
- -
- netdata
- -
Persona
- athina-evals
- -
- netdata
- -
Runtime
- athina-evals
- -
- netdata
- -
License
- athina-evals
- -
- netdata
- GPL-3.0
Last pushed
- athina-evals
- Jun 6, 2025
- netdata
- Jul 11, 2026
Categories
- athina-evals
- Developer Tools, Evaluation & Observability, LLM Frameworks
- netdata
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- athina-evals
- Dormant (18%)
- netdata
- Very active (96%)
Days since push
- athina-evals
- 399d
- netdata
- 0d
Open issues (now)
- athina-evals
- 3
- netdata
- 359
Security scan
- athina-evals
- No lockfile
- netdata
- No MCP manifest
Full report
- athina-evals
- Trust report
- netdata
- Trust report
Choose athina-evals if…
- athina-evals is primarily Python; netdata is Go.
- Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-eval.
- Also covers LLM Frameworks.
When NOT to use athina-evals
- Last GitHub push was 400 days ago (dormant maintenance, Jun 6, 2025). Validate activity before betting a new project on athina-evals.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose netdata if…
- netdata is primarily Go; athina-evals is Python.
- Tags unique to netdata: ai, alerting, cncf, data-visualization.
- More GitHub stars (80k vs 301) - visibility, not fit.
When NOT to use netdata
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (athina-ai/athina-evals) · observed Jul 11, 2026
- GitHub forks (athina-ai/athina-evals) · observed Jul 11, 2026
- Last push (athina-ai/athina-evals) · observed Jun 6, 2025
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (netdata/netdata) · observed Jul 11, 2026
- GitHub forks (netdata/netdata) · observed Jul 11, 2026
- Last push (netdata/netdata) · observed Jul 11, 2026
- License file (GPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: athina-evals 301 · netdata 80k (synced Jul 11, 2026).
Common questions
- What is the difference between athina-evals and netdata?
- athina-evals: Python SDK for running evaluations on LLM generated responses. netdata: The fastest path to AI-powered full stack observability, even for lean teams.. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over netdata?
- Choose athina-evals over netdata when athina-evals is primarily Python; netdata is Go; Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-eval; Also covers LLM Frameworks.
- When should I choose netdata over athina-evals?
- Choose netdata over athina-evals when netdata is primarily Go; athina-evals is Python; Tags unique to netdata: ai, alerting, cncf, data-visualization; More GitHub stars (80k vs 301) - visibility, not fit.
- When should I avoid athina-evals?
- Last GitHub push was 400 days ago (dormant maintenance, Jun 6, 2025). Validate activity before betting a new project on athina-evals. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid netdata?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is athina-evals or netdata more popular on GitHub?
- netdata has more GitHub stars (79,594 vs 301). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and netdata open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or netdata?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and netdata alternatives (athina-evals 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, athina-evals or netdata?
- athina-evals: Dormant. 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 athina-evals and netdata?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; netdata trust report.