--- title: "netdata vs code-review-graph" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/netdata-netdata-vs-tirth8205-code-review-graph" tools: ["netdata-netdata", "tirth8205-code-review-graph"] --- # netdata vs code-review-graph *GraphCanon updated Jul 11, 2026* ## Verdict Pick netdata when netdata is primarily Go; code-review-graph is Python; pick code-review-graph when code-review-graph 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. [code-review-graph](https://code-review-graph.com) has 19k stars, 2.1k forks, and 185 open issues, last pushed Jun 14, 2026. Figures are from public GitHub metadata via [netdata's repository](https://github.com/netdata/netdata) and [code-review-graph's repository](https://github.com/tirth8205/code-review-graph). | | [netdata](/tools/netdata-netdata.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Tagline | The fastest path to AI-powered full stack observability, even for lean teams. | Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w | | Stars | 79,594 | 19,416 | | Forks | 6,515 | 2,078 | | Open issues | 359 | 185 | | Language | Go | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | MIT | | Categories | Developer Tools, Evaluation & Observability | LLM Frameworks, Developer Tools, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [netdata](/tools/netdata-netdata.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 26d | | Open issues (now) | 359 | 185 | | Owner type | Organization | User | | Full report | [trust report](/tools/netdata-netdata/trust.md) | [trust report](/tools/tirth8205-code-review-graph/trust.md) | ## Choose when ### Choose netdata if… - netdata is primarily Go; code-review-graph is Python. - License: netdata is GPL-3.0, code-review-graph is MIT. - Tags unique to netdata: data-visualization, alerting, ai, docker. ### Choose code-review-graph if… - code-review-graph is primarily Python; netdata is Go. - License: code-review-graph is MIT, netdata is GPL-3.0. - Tags unique to code-review-graph: graphrag, ai-coding, incremental, llm. - 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 code-review-graph - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - 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. ## Common questions ### What is the difference between netdata and code-review-graph? netdata: The fastest path to AI-powered full stack observability, even for lean teams.. code-review-graph: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w. See the comparison table for live GitHub stats and shared categories. ### When should I choose netdata over code-review-graph? Choose netdata over code-review-graph when netdata is primarily Go; code-review-graph is Python; License: netdata is GPL-3.0, code-review-graph is MIT; Tags unique to netdata: data-visualization, alerting, ai, docker. ### When should I choose code-review-graph over netdata? Choose code-review-graph over netdata when code-review-graph is primarily Python; netdata is Go; License: code-review-graph is MIT, netdata is GPL-3.0; Tags unique to code-review-graph: graphrag, ai-coding, incremental, llm; 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 code-review-graph? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. 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 netdata or code-review-graph more popular on GitHub? netdata has more GitHub stars (79,594 vs 19,416). Stars measure visibility, not whether either tool fits your constraints. ### Are netdata and code-review-graph open source? Yes - both are open-source projects on GitHub (netdata: GPL-3.0, code-review-graph: MIT). ### Where can I find alternatives to netdata or code-review-graph? GraphCanon lists graph-backed alternatives at [netdata alternatives](/tools/netdata-netdata/alternatives) and [code-review-graph alternatives](/tools/tirth8205-code-review-graph/alternatives) ([netdata markdown twin](/tools/netdata-netdata/alternatives.md), [code-review-graph markdown twin](/tools/tirth8205-code-review-graph/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-tirth8205-code-review-graph.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, netdata or code-review-graph? netdata: Very active. code-review-graph: 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 netdata and code-review-graph? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [netdata trust report](/tools/netdata-netdata/trust); [code-review-graph trust report](/tools/tirth8205-code-review-graph/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/_