--- title: "SiliconScope vs netdata" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kennss-siliconscope-vs-netdata-netdata" tools: ["kennss-siliconscope", "netdata-netdata"] --- # SiliconScope vs netdata *GraphCanon updated Sep 20, 2026* ## Verdict Pick SiliconScope if siliconScope is a sudoless system monitor for Apple Silicon, featuring detailed GUI tracking of ANE/Media Engine usage and memory bandwidth in SwiftUI applications; 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. [SiliconScope](https://siliconscope.calidalab.ai/) reports 955 GitHub stars, 62 forks, and 9 open issues, last pushed Sep 14, 2026. [netdata](https://www.netdata.cloud) has 81k stars, 6.6k forks, and 408 open issues, last pushed Sep 20, 2026. Figures are from public GitHub metadata via [SiliconScope's repository](https://github.com/kennss/SiliconScope) and [netdata's repository](https://github.com/netdata/netdata). | | [SiliconScope](/tools/kennss-siliconscope.md) | [netdata](/tools/netdata-netdata.md) | | --- | --- | --- | | Tagline | Sudoless Apple Silicon system monitor with ANE/Media Engine/memory-bandwidth tracking | The fastest path to AI-powered full stack observability for lean teams | | Stars | 955 | 80,598 | | Forks | 62 | 6,631 | | Open issues | 9 | 408 | | Language | Swift | Go | | Adopt for | SiliconScope is a sudoless system monitor for Apple Silicon, featuring detailed GUI tracking of ANE/Media Engine usage and memory bandwidth in SwiftUI applications. | 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 | - | - | | Runtime | - | - | | License | SiliconScope is distributed under the MIT License, allowing for free use, modification, and distribution with full acknowledgment of origin. | GPL-3.0 | | Categories | Evaluation & Observability, Model Training | Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [SiliconScope](/tools/kennss-siliconscope.md) | [netdata](/tools/netdata-netdata.md) | | --- | --- | --- | | Days since push | 5d | 0d | | Open issues (now) | 9 | 408 | | Stars delta | +127 (30d) | +754 (30d) | | Open issues delta | +8 (30d) | +41 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/kennss-siliconscope/trust.md) | [trust report](/tools/netdata-netdata/trust.md) | ## Decision facts: SiliconScope - **Pricing:** freemium - While the core monitoring functionality comes at no cost due to its open-source nature, additional features or support may require a premium purchase. - **Requirements:** Min 4 GB RAM - **Adopt for:** SiliconScope is a sudoless system monitor for Apple Silicon, featuring detailed GUI tracking of ANE/Media Engine usage and memory bandwidth in SwiftUI applications. - **License detail:** SiliconScope is distributed under the MIT License, allowing for free use, modification, and distribution with full acknowledgment of origin. ## Decision facts: netdata - **Requirements:** Requires Docker; Requires Docker for setup and operation as illustrated by its inclusion within the topics covered in the repository's description. - **Adopt for:** 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. ## Choose when ### Choose SiliconScope if… - SiliconScope is primarily Swift; netdata is Go. - License: SiliconScope is MIT, netdata is GPL-3.0. - Pricing: While the core monitoring functionality comes at no cost due to its open-source nature, additional features or support may require a premium purchase.. - Requirements: Min 4 GB RAM. - Tags unique to SiliconScope: apple-silicon, gpu, llama-cpp, llm. - Also covers Model Training. - When you are working on Swift-based projects targeting Apple Silicon devices and need precise monitoring of the Neural Engine and Media Engine performance ### Choose netdata if… - netdata is primarily Go; SiliconScope is Swift. - License: netdata is GPL-3.0, SiliconScope 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 SiliconScope - If your development environment is not centered around macOS or other Apple Silicon-based systems, as this tool lacks cross-platform compatibility - For general-purpose benchmarking that does not involve Apple-specific subsystems like ANE and the Media Engine, as its focus limits broader hardware analysis ## 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. ## Common questions ### What is the difference between SiliconScope and netdata? SiliconScope: Sudoless Apple Silicon system monitor with ANE/Media Engine/memory-bandwidth 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 SiliconScope over netdata? Choose SiliconScope over netdata when SiliconScope is primarily Swift; netdata is Go; License: SiliconScope is MIT, netdata is GPL-3.0; Pricing: While the core monitoring functionality comes at no cost due to its open-source nature, additional features or support may require a premium purchase.; Requirements: Min 4 GB RAM; Tags unique to SiliconScope: apple-silicon, gpu, llama-cpp, llm; Also covers Model Training; When you are working on Swift-based projects targeting Apple Silicon devices and need precise monitoring of the Neural Engine and Media Engine performance. ### When should I choose netdata over SiliconScope? Choose netdata over SiliconScope when netdata is primarily Go; SiliconScope is Swift; License: netdata is GPL-3.0, SiliconScope 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 SiliconScope? If your development environment is not centered around macOS or other Apple Silicon-based systems, as this tool lacks cross-platform compatibility For general-purpose benchmarking that does not involve Apple-specific subsystems like ANE and the Media Engine, as its focus limits broader hardware analysis ### 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 SiliconScope or netdata more popular on GitHub? netdata has more GitHub stars (80,598 vs 955). Stars measure visibility, not whether either tool fits your constraints. ### Are SiliconScope and netdata open source? Yes - both are open-source projects on GitHub (SiliconScope: MIT, netdata: GPL-3.0). ### Where can I find alternatives to SiliconScope or netdata? GraphCanon lists graph-backed alternatives at [SiliconScope alternatives](/tools/kennss-siliconscope/alternatives) and [netdata alternatives](/tools/netdata-netdata/alternatives) ([SiliconScope markdown twin](/tools/kennss-siliconscope/alternatives.md), [netdata markdown twin](/tools/netdata-netdata/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/kennss-siliconscope-vs-netdata-netdata.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, SiliconScope or netdata? SiliconScope: Very active. 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 SiliconScope and netdata? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [SiliconScope trust report](/tools/kennss-siliconscope/trust); [netdata trust report](/tools/netdata-netdata/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kennss-siliconscope`](/api/graphcanon/graph?tool=kennss-siliconscope) - 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/_