Comparison
qwen3.6-windows-server vs catai
Verdict
Pick qwen3.6-windows-server if native Windows tool for Qwen3.6-27B inference without WSL or Docker. Offers speed of 158 tok/s on RTX 5090, 72 tok/s on RTX 3090; 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.
Markdown twin · qwen3.6-windows-server alternatives · catai alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | qwen3.6-windows-server | catai |
|---|---|---|
| Maintenance | Slowing (128d since push) As of Sep 20, 2026 · github_public_v1 | Slowing (307d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- qwen3.6-windows-server
- One-click Qwen3.6-27B inference tool for Windows
- catai
- Run AI assistant locally with Node.js
Stars
- qwen3.6-windows-server
- 229
- catai
- 500
Forks
- qwen3.6-windows-server
- 23
- catai
- 39
Open issues
- qwen3.6-windows-server
- 9
- catai
- 2
Language
- qwen3.6-windows-server
- Python
- catai
- TypeScript
Adopt for
- qwen3.6-windows-server
- Native Windows tool for Qwen3.6-27B inference without WSL or Docker. Offers speed of 158 tok/s on RTX 5090, 72 tok/s on RTX 3090.
- catai
- 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
- qwen3.6-windows-server
- -
- catai
- -
Runtime
- qwen3.6-windows-server
- -
- catai
- -
License
- qwen3.6-windows-server
- -
- catai
- MIT
Last pushed
- qwen3.6-windows-server
- May 14, 2026
- catai
- Nov 16, 2025
Categories
- qwen3.6-windows-server
- Inference & Serving
- catai
- AI Agents, Inference & Serving
Trust and health
Days since push
- qwen3.6-windows-server
- 128d
- catai
- 307d
Open issues (now)
- qwen3.6-windows-server
- 9
- catai
- 2
Open issues delta
- qwen3.6-windows-server
- +1 (30d)
- catai
- 0 (30d)
Owner type
- qwen3.6-windows-server
- User
- catai
- Organization
Full report
- qwen3.6-windows-server
- Trust report
- catai
- Trust report
Choose qwen3.6-windows-server if…
- qwen3.6-windows-server is primarily Python; catai is TypeScript.
- Tags unique to qwen3.6-windows-server: llm-inference, offline-ai, privacy, qwen.
- Need to run Qwen3.6-27B natively on Windows with no reliance on WSL or Docker
When NOT to use qwen3.6-windows-server
- Require Linux OS, since this tool avoids using WSL for native performance
- If looking for multi-GPU support, as specified speeds are single-GPU focused
Choose catai if…
- catai is primarily TypeScript; qwen3.6-windows-server is Python.
- 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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (devnen/qwen3.6-windows-server) · observed Sep 20, 2026
- GitHub forks (devnen/qwen3.6-windows-server) · observed Sep 20, 2026
- Last push (devnen/qwen3.6-windows-server) · observed May 14, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (withcatai/catai) · observed Sep 20, 2026
- GitHub forks (withcatai/catai) · observed Sep 20, 2026
- Last push (withcatai/catai) · observed Nov 16, 2025
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: qwen3.6-windows-server 229 · catai 500 (synced Sep 20, 2026).
Common questions
- What is the difference between qwen3.6-windows-server and catai?
- qwen3.6-windows-server: One-click Qwen3.6-27B inference tool for Windows. catai: Run AI assistant locally with Node.js. See the comparison table for live GitHub stats and shared categories.
- When should I choose qwen3.6-windows-server over catai?
- Choose qwen3.6-windows-server over catai when qwen3.6-windows-server is primarily Python; catai is TypeScript; Tags unique to qwen3.6-windows-server: llm-inference, offline-ai, privacy, qwen; Need to run Qwen3.6-27B natively on Windows with no reliance on WSL or Docker.
- When should I choose catai over qwen3.6-windows-server?
- Choose catai over qwen3.6-windows-server when catai is primarily TypeScript; qwen3.6-windows-server is Python; 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 qwen3.6-windows-server?
- Require Linux OS, since this tool avoids using WSL for native performance If looking for multi-GPU support, as specified speeds are single-GPU focused
- 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 qwen3.6-windows-server or catai more popular on GitHub?
- catai has more GitHub stars (500 vs 229). Stars measure visibility, not whether either tool fits your constraints.
- Are qwen3.6-windows-server and catai open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to qwen3.6-windows-server or catai?
- GraphCanon lists graph-backed alternatives at qwen3.6-windows-server alternatives and catai alternatives (qwen3.6-windows-server markdown twin, catai markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, qwen3.6-windows-server or catai?
- qwen3.6-windows-server: Slowing. 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 qwen3.6-windows-server and catai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: qwen3.6-windows-server trust report; catai trust report.