--- title: "netdata vs parea-sdk-py" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/netdata-netdata-vs-parea-ai-parea-sdk-py" tools: ["netdata-netdata", "parea-ai-parea-sdk-py"] --- # netdata vs parea-sdk-py *GraphCanon updated Jul 15, 2026* ## Verdict Pick netdata when netdata is primarily Go; parea-sdk-py is Python; pick parea-sdk-py when parea-sdk-py is primarily Python; netdata is Go. [netdata](https://www.netdata.cloud) reports 80k GitHub stars, 6.5k forks, and 359 open issues, last pushed Jul 11, 2026. [parea-sdk-py](https://docs.parea.ai/sdk/python) has 82 stars, 11 forks, and 57 open issues, last pushed Feb 13, 2025. Figures are from public GitHub metadata via [netdata's repository](https://github.com/netdata/netdata) and [parea-sdk-py's repository](https://github.com/parea-ai/parea-sdk-py). | | [netdata](/tools/netdata-netdata.md) | [parea-sdk-py](/tools/parea-ai-parea-sdk-py.md) | | --- | --- | --- | | Tagline | The fastest path to AI-powered full stack observability, even for lean teams. | Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23) | | Stars | 79,594 | 82 | | Forks | 6,515 | 11 | | Open issues | 359 | 57 | | Language | Go | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | Apache-2.0 | | Categories | Developer Tools, Evaluation & Observability | Developer Tools, Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [netdata](/tools/netdata-netdata.md) | [parea-sdk-py](/tools/parea-ai-parea-sdk-py.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 516d | | Open issues (now) | 359 | 57 | | Full report | [trust report](/tools/netdata-netdata/trust.md) | [trust report](/tools/parea-ai-parea-sdk-py/trust.md) | ## Choose when ### Choose netdata if… - netdata is primarily Go; parea-sdk-py is Python. - License: netdata is GPL-3.0, parea-sdk-py is Apache-2.0. - Tags unique to netdata: ai, alerting, cncf, data-visualization. ### Choose parea-sdk-py if… - parea-sdk-py is primarily Python; netdata is Go. - License: parea-sdk-py is Apache-2.0, netdata is GPL-3.0. - Tags unique to parea-sdk-py: generative-ai, good-first-issue, llm, llm-eval. - Also covers LLM Frameworks. ## 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. ## When NOT to use parea-sdk-py - Last GitHub push was 517 days ago (dormant maintenance, Feb 13, 2025). Validate activity before betting a new project on parea-sdk-py. - 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. ## Common questions ### What is the difference between netdata and parea-sdk-py? netdata: The fastest path to AI-powered full stack observability, even for lean teams.. parea-sdk-py: Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23). See the comparison table for live GitHub stats and shared categories. ### When should I choose netdata over parea-sdk-py? Choose netdata over parea-sdk-py when netdata is primarily Go; parea-sdk-py is Python; License: netdata is GPL-3.0, parea-sdk-py is Apache-2.0; Tags unique to netdata: ai, alerting, cncf, data-visualization. ### When should I choose parea-sdk-py over netdata? Choose parea-sdk-py over netdata when parea-sdk-py is primarily Python; netdata is Go; License: parea-sdk-py is Apache-2.0, netdata is GPL-3.0; Tags unique to parea-sdk-py: generative-ai, good-first-issue, llm, llm-eval; Also covers LLM Frameworks. ### 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. ### When should I avoid parea-sdk-py? Last GitHub push was 517 days ago (dormant maintenance, Feb 13, 2025). Validate activity before betting a new project on parea-sdk-py. 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. ### Is netdata or parea-sdk-py more popular on GitHub? netdata has more GitHub stars (79,594 vs 82). Stars measure visibility, not whether either tool fits your constraints. ### Are netdata and parea-sdk-py open source? Yes - both are open-source projects on GitHub (netdata: GPL-3.0, parea-sdk-py: Apache-2.0). ### Where can I find alternatives to netdata or parea-sdk-py? GraphCanon lists graph-backed alternatives at [netdata alternatives](/tools/netdata-netdata/alternatives) and [parea-sdk-py alternatives](/tools/parea-ai-parea-sdk-py/alternatives) ([netdata markdown twin](/tools/netdata-netdata/alternatives.md), [parea-sdk-py markdown twin](/tools/parea-ai-parea-sdk-py/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/netdata-netdata-vs-parea-ai-parea-sdk-py.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, netdata or parea-sdk-py? netdata: Very active. parea-sdk-py: Dormant. 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 netdata and parea-sdk-py? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [netdata trust report](/tools/netdata-netdata/trust); [parea-sdk-py trust report](/tools/parea-ai-parea-sdk-py/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=netdata-netdata`](/api/graphcanon/graph?tool=netdata-netdata) - 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/_