--- title: "caffe vs graph" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bvlc-caffe-vs-cosmosgl-graph" tools: ["bvlc-caffe", "cosmosgl-graph"] --- # caffe vs graph *GraphCanon updated Jul 12, 2026* ## Verdict Pick caffe when caffe is primarily C++; graph is TypeScript; pick graph when graph is primarily TypeScript; caffe is C++. [caffe](http://caffe.berkeleyvision.org/) reports 35k GitHub stars, 18k forks, and 1.2k open issues, last pushed Jul 31, 2024. [graph](https://cosmos.gl) has 1.2k stars, 83 forks, and 18 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [caffe's repository](https://github.com/BVLC/caffe) and [graph's repository](https://github.com/cosmosgl/graph). | | [caffe](/tools/bvlc-caffe.md) | [graph](/tools/cosmosgl-graph.md) | | --- | --- | --- | | Tagline | Caffe: a fast open framework for deep learning. | GPU-accelerated force graph layout and rendering | | Stars | 34,574 | 1,193 | | Forks | 18,458 | 83 | | Open issues | 1,209 | 18 | | Language | C++ | TypeScript | | Adopt for | - | CosmosGL/graph provides GPU-accelerated techniques for creating and rendering force-directed layouts. This makes it particularly apt for users who need to visualize complex networks efficiently. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT License | | Categories | Vector Databases, Computer Vision | Vector Databases, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [caffe](/tools/bvlc-caffe.md) | [graph](/tools/cosmosgl-graph.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 710d | 0d | | Open issues (now) | 1.2k | 18 | | Full report | [trust report](/tools/bvlc-caffe/trust.md) | [trust report](/tools/cosmosgl-graph/trust.md) | ## Decision facts: graph - **Pricing:** freemium - Free and open-source under the MIT license. - **Requirements:** Requires a WebGL-supported environment - **Adopt for:** CosmosGL/graph provides GPU-accelerated techniques for creating and rendering force-directed layouts. This makes it particularly apt for users who need to visualize complex networks efficiently. - **License detail:** MIT License ## Choose when ### Choose caffe if… - caffe is primarily C++; graph is TypeScript. - License: caffe is Other, graph is MIT. - Tags unique to caffe: deep-learning, vision, machine-learning, c++. - Also covers Computer Vision. ### Choose graph if… - graph is primarily TypeScript; caffe is C++. - License: graph is MIT, caffe is Other. - Pricing: Free and open-source under the MIT license.. - Requirements: Requires a WebGL-supported environment. - Tags unique to graph: force, webgl, embeddings, graph. - Also covers Data & Retrieval. - - When you require rapid visualization of large, complex network structures due to its GPU acceleration ## When NOT to use caffe - Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## When NOT to use graph - - If your project does not involve visualizing complex networks as this tool's forte lies in force-directed graphical representations - - When working with systems or frameworks that do not support WebGL, since CosmosGL/graph relies on it for rendering ## Common questions ### What is the difference between caffe and graph? caffe: Caffe: a fast open framework for deep learning.. graph: GPU-accelerated force graph layout and rendering. See the comparison table for live GitHub stats and shared categories. ### When should I choose caffe over graph? Choose caffe over graph when caffe is primarily C++; graph is TypeScript; License: caffe is Other, graph is MIT; Tags unique to caffe: deep-learning, vision, machine-learning, c++; Also covers Computer Vision. ### When should I choose graph over caffe? Choose graph over caffe when graph is primarily TypeScript; caffe is C++; License: graph is MIT, caffe is Other; Pricing: Free and open-source under the MIT license.; Requirements: Requires a WebGL-supported environment; Tags unique to graph: force, webgl, embeddings, graph; Also covers Data & Retrieval; - When you require rapid visualization of large, complex network structures due to its GPU acceleration. ### When should I avoid caffe? Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### When should I avoid graph? - If your project does not involve visualizing complex networks as this tool's forte lies in force-directed graphical representations - When working with systems or frameworks that do not support WebGL, since CosmosGL/graph relies on it for rendering ### Is caffe or graph more popular on GitHub? caffe has more GitHub stars (34,574 vs 1,193). Stars measure visibility, not whether either tool fits your constraints. ### Are caffe and graph open source? Yes - both are open-source projects on GitHub (caffe: Other, graph: MIT). ### Where can I find alternatives to caffe or graph? GraphCanon lists graph-backed alternatives at [caffe alternatives](/tools/bvlc-caffe/alternatives) and [graph alternatives](/tools/cosmosgl-graph/alternatives) ([caffe markdown twin](/tools/bvlc-caffe/alternatives.md), [graph markdown twin](/tools/cosmosgl-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/bvlc-caffe-vs-cosmosgl-graph.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, caffe or graph? caffe: Dormant. graph: 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 caffe and graph? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [caffe trust report](/tools/bvlc-caffe/trust); [graph trust report](/tools/cosmosgl-graph/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=bvlc-caffe`](/api/graphcanon/graph?tool=bvlc-caffe) - 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/_