--- title: "rkllama vs catai" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/notpunchnox-rkllama-vs-withcatai-catai" tools: ["notpunchnox-rkllama", "withcatai-catai"] --- # rkllama vs catai *GraphCanon updated Aug 25, 2026* ## Verdict Pick rkllama if ollama alternative for Rockchip NPU: optimized AI and deep learning inference on Rockchip devices; pick catai if catai, an AI assistant framework built for local deployment with Node.js, offers developers using TypeScript the ability to create and deploy AI agents through a simple API. [rkllama](https://github.com/NotPunchnox/rkllama) reports 590 GitHub stars, 99 forks, and 65 open issues, last pushed Jul 7, 2026. [catai](https://withcatai.github.io/catai/) has 498 stars, 39 forks, and 2 open issues, last pushed Nov 16, 2025. Figures are from public GitHub metadata via [rkllama's repository](https://github.com/NotPunchnox/rkllama) and [catai's repository](https://github.com/withcatai/catai). | | [rkllama](/tools/notpunchnox-rkllama.md) | [catai](/tools/withcatai-catai.md) | | --- | --- | --- | | Tagline | Ollama alternative for Rockchip NPU with optimized AI and Deep learning model inference | Run AI assistant locally with Node.js | | Stars | 590 | 498 | | Forks | 99 | 39 | | Open issues | 65 | 2 | | Language | Python | TypeScript | | Adopt for | Ollama alternative for Rockchip NPU: optimized AI and deep learning inference on Rockchip devices | catai, an AI assistant framework built for local deployment with Node.js, offers developers using TypeScript the ability to create and deploy AI agents through a simple API. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | MIT | | Categories | Inference & Serving | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [rkllama](/tools/notpunchnox-rkllama.md) | [catai](/tools/withcatai-catai.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Slowing (36%) | | Days since push | 48d | 269d | | Open issues (now) | 65 | 2 | | Stars delta | +13 (30d) | Unknown | | Open issues delta | +6 (30d) | Unknown | | Owner type | User | Organization | | Full report | [trust report](/tools/notpunchnox-rkllama/trust.md) | [trust report](/tools/withcatai-catai/trust.md) | ## Decision facts: rkllama - **Adopt for:** Ollama alternative for Rockchip NPU: optimized AI and deep learning inference on Rockchip devices ## Decision facts: catai - **Adopt for:** catai, an AI assistant framework built for local deployment with Node.js, offers developers using TypeScript the ability to create and deploy AI agents through a simple API. ## Choose when ### Choose rkllama if… - rkllama is primarily Python; catai is TypeScript. - License: rkllama is GPL-3.0, catai is MIT. - Tags unique to rkllama: ai, client-server, llm-inference, npu-llm. - rkllama ships Docker support for self-hosted deployment. - You need to run models specifically optimized for Rockchip Neural Processing Unit (NPU) ### Choose catai if… - catai is primarily TypeScript; rkllama is Python. - License: catai is MIT, rkllama is GPL-3.0. - Tags unique to catai: ai-assistant, chatbot, ggmlv3, llama-cpp. - Also covers AI Agents. - - When aiming to deploy a local AI assistant without reliance on cloud-based services; catai is ideal due to its focus on node-llama-cpp integration, allowing for robust offline capabilities. ## When NOT to use rkllama - Your hardware does not include a Rockchip NPU - You are looking for an AI solution that works across multiple non-Rockchip platforms ## When NOT to use catai - - For environments that strictly prohibit or limit Node.js operations on the server side, as catai is engineered to run locally via Node.js only. - - If seeking a cloud-based AI deployment solution that does not require local setup, since catai focuses solely on providing local AI capabilities through an easy-to-use API. ## Common questions ### What is the difference between rkllama and catai? rkllama: Ollama alternative for Rockchip NPU with optimized AI and Deep learning model inference. catai: Run AI assistant locally with Node.js. See the comparison table for live GitHub stats and shared categories. ### When should I choose rkllama over catai? Choose rkllama over catai when rkllama is primarily Python; catai is TypeScript; License: rkllama is GPL-3.0, catai is MIT; Tags unique to rkllama: ai, client-server, llm-inference, npu-llm; rkllama ships Docker support for self-hosted deployment; You need to run models specifically optimized for Rockchip Neural Processing Unit (NPU). ### When should I choose catai over rkllama? Choose catai over rkllama when catai is primarily TypeScript; rkllama is Python; License: catai is MIT, rkllama is GPL-3.0; Tags unique to catai: ai-assistant, chatbot, ggmlv3, llama-cpp; Also covers AI Agents; - When aiming to deploy a local AI assistant without reliance on cloud-based services; catai is ideal due to its focus on node-llama-cpp integration, allowing for robust offline capabilities. ### When should I avoid rkllama? Your hardware does not include a Rockchip NPU You are looking for an AI solution that works across multiple non-Rockchip platforms ### When should I avoid catai? - For environments that strictly prohibit or limit Node.js operations on the server side, as catai is engineered to run locally via Node.js only. - If seeking a cloud-based AI deployment solution that does not require local setup, since catai focuses solely on providing local AI capabilities through an easy-to-use API. ### Is rkllama or catai more popular on GitHub? rkllama has more GitHub stars (590 vs 498). Stars measure visibility, not whether either tool fits your constraints. ### Are rkllama and catai open source? Yes - both are open-source projects on GitHub (rkllama: GPL-3.0, catai: MIT). ### Where can I find alternatives to rkllama or catai? GraphCanon lists graph-backed alternatives at [rkllama alternatives](/tools/notpunchnox-rkllama/alternatives) and [catai alternatives](/tools/withcatai-catai/alternatives) ([rkllama markdown twin](/tools/notpunchnox-rkllama/alternatives.md), [catai markdown twin](/tools/withcatai-catai/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/notpunchnox-rkllama-vs-withcatai-catai.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, rkllama or catai? rkllama: Steady. catai: Slowing. 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 rkllama and catai? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [rkllama trust report](/tools/notpunchnox-rkllama/trust); [catai trust report](/tools/withcatai-catai/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=notpunchnox-rkllama`](/api/graphcanon/graph?tool=notpunchnox-rkllama) - 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/_