Comparison
lemonade vs catai
Verdict
Pick lemonade if lemonade specializes in serving optimized LLMs locally with support for both GPUs and NPUs; 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 · lemonade alternatives · catai alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | lemonade | catai |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1mo · github_public_v1 | Slowing (269d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1mo · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- lemonade
- Serves optimized LLMs locally via GPUs and NPUs
- catai
- Run AI assistant locally with Node.js
Stars
- lemonade
- 5.1k
- catai
- 498
Forks
- lemonade
- 419
- catai
- 39
Open issues
- lemonade
- 447
- catai
- 2
Language
- lemonade
- C++
- catai
- TypeScript
Adopt for
- lemonade
- Lemonade specializes in serving optimized LLMs locally with support for both GPUs and NPUs.
- 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
- lemonade
- -
- catai
- -
Runtime
- lemonade
- -
- catai
- -
License
- lemonade
- Apache-2.0
- catai
- MIT
Last pushed
- lemonade
- Jul 25, 2026
- catai
- Nov 16, 2025
Categories
- lemonade
- Inference & Serving
- catai
- AI Agents, Inference & Serving
Trust and health
Maintenance
- lemonade
- Very active (96%)
- catai
- Slowing (36%)
Days since push
- lemonade
- 0d
- catai
- 269d
Open issues (now)
- lemonade
- 447
- catai
- 2
Full report
- lemonade
- Trust report
- catai
- Trust report
Choose lemonade if…
- lemonade is primarily C++; catai is TypeScript.
- License: lemonade is Apache-2.0, catai is MIT.
- Tags unique to lemonade: ai, amd, genai, gpu.
- lemonade ships Docker support for self-hosted deployment.
- - For users looking to leverage their own GPU or NPU hardware to serve fine-tuned language models.
When NOT to use lemonade
- - If you do not have access to a compatible GPU or NPU device for running the LLMs locally.
- - For projects requiring cloud-based services and APIs over local deployment, Lemonade may introduce additional complexity in setup and maintenance compared to fully managed solutions.
Choose catai if…
- catai is primarily TypeScript; lemonade is C++.
- License: catai is MIT, lemonade is Apache-2.0.
- 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 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 (lemonade-sdk/lemonade) · observed Jul 25, 2026
- GitHub forks (lemonade-sdk/lemonade) · observed Jul 25, 2026
- Last push (lemonade-sdk/lemonade) · observed Jul 25, 2026
- License file (Apache-2.0) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (withcatai/catai) · observed Aug 13, 2026
- GitHub forks (withcatai/catai) · observed Aug 13, 2026
- Last push (withcatai/catai) · observed Nov 16, 2025
- License file (MIT) · observed Aug 13, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: lemonade 5.1k · catai 498 (synced Jul 25, 2026).
Common questions
- What is the difference between lemonade and catai?
- lemonade: Serves optimized LLMs locally via GPUs and NPUs. catai: Run AI assistant locally with Node.js. See the comparison table for live GitHub stats and shared categories.
- When should I choose lemonade over catai?
- Choose lemonade over catai when lemonade is primarily C++; catai is TypeScript; License: lemonade is Apache-2.0, catai is MIT; Tags unique to lemonade: ai, amd, genai, gpu; lemonade ships Docker support for self-hosted deployment; - For users looking to leverage their own GPU or NPU hardware to serve fine-tuned language models.
- When should I choose catai over lemonade?
- Choose catai over lemonade when catai is primarily TypeScript; lemonade is C++; License: catai is MIT, lemonade is Apache-2.0; 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 lemonade?
- - If you do not have access to a compatible GPU or NPU device for running the LLMs locally. - For projects requiring cloud-based services and APIs over local deployment, Lemonade may introduce additional complexity in setup and maintenance compared to fully managed solutions.
- 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 lemonade or catai more popular on GitHub?
- lemonade has more GitHub stars (5,108 vs 498). Stars measure visibility, not whether either tool fits your constraints.
- Are lemonade and catai open source?
- Yes - both are open-source projects on GitHub (lemonade: Apache-2.0, catai: MIT).
- Where can I find alternatives to lemonade or catai?
- GraphCanon lists graph-backed alternatives at lemonade alternatives and catai alternatives (lemonade 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, lemonade or catai?
- lemonade: Very active. 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 lemonade and catai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: lemonade trust report; catai trust report.