Comparison
gateway vs llmfit
gateway (Super SDK for calling over 300+ LLMs locally) vs llmfit (Right-size LLM models for your hardware with quality, speed, fit, and context scoring.) - live GitHub stats and typed graph relationships, not marketing.
Markdown twin · gateway alternatives · llmfit alternatives
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Tagline
- gateway
- Super SDK for calling over 300+ LLMs locally
- llmfit
- Right-size LLM models for your hardware with quality, speed, fit, and context scoring.
Stars
- gateway
- 600
- llmfit
- 29k
Forks
- gateway
- 27
- llmfit
- 1.8k
Open issues
- gateway
- 0
- llmfit
- 55
Language
- gateway
- TypeScript
- llmfit
- Rust
Adopt for
- gateway
- Adaline Gateway is a comprehensive SDK for local deployment, capable of calling more than 300 language models with integrated features like batching, caching, and extensible plugins.
- llmfit
- Right-size language models to hardware with quality, speed & fit scores through TUI/CLI.
Persona
- gateway
- -
- llmfit
- -
Runtime
- gateway
- -
- llmfit
- -
License
- gateway
- MIT
- llmfit
- MIT License - permissive open-source license that allows users to modify, distribute and use the software in any context.
Last pushed
- gateway
- Jun 9, 2026
- llmfit
- Jul 8, 2026
Categories
- gateway
- LLM Frameworks, Inference & Serving
- llmfit
- LLM Frameworks, Inference & Serving
Trust and health
Maintenance
- gateway
- Active (82%)
- llmfit
- Very active (96%)
Days since push
- gateway
- 28d
- llmfit
- 0d
Open issues (now)
- gateway
- 0
- llmfit
- 55
Owner type
- gateway
- Organization
- llmfit
- User
Full report
- gateway
- Trust report
- llmfit
- Trust report
Typed relationship
gateway alternative llmfitadaline-gateway and llmfit both provide access to multiple LLMs, but adaline-gateway seems more focused on direct model calls while llmfit is about finding which models run efficiently.
Choose gateway if…
- gateway is primarily TypeScript; llmfit is Rust.
- Pricing: The repository description does not include pricing information. The software is available under the MIT license which allows for free usage but does not detail commercial support costs or enterprise-.
- adaline-gateway and llmfit both provide access to multiple LLMs, but adaline-gateway seems more focused on direct model calls while llmfit is about finding which models run efficiently.
- Tags unique to gateway: llmops, openai, typescript, anthropic.
- - You require a fully local execution environment, thus avoiding any internet dependency or proxy setup.
When NOT to use gateway
- - Your project depends on cloud-based API endpoints that require internet connectivity; Gateway operates fully locally and does not function as an online proxy.
- - You do not need support from over 300 LLMs or the extensive feature set provided by Gateway, preferring a simpler SDK with fewer integrations.
Choose llmfit if…
- llmfit is primarily Rust; gateway is TypeScript.
- adaline-gateway and llmfit both provide access to multiple LLMs, but adaline-gateway seems more focused on direct model calls while llmfit is about finding which models run efficiently.
- Tags unique to llmfit: skill, mlx, localai, gguf.
- llmfit ships Docker support for self-hosted deployment.
- - When you need a tool that evaluates hundreds of models and providers for compatibility with your specific system configurations using interactive text interfaces.
When NOT to use llmfit
- - If your workflow only requires a visual dashboard as llmfit primarily offers text-based user interface options (TUI and CLI).
- - When you primarily need a serving solution for local models, without the need for detailed hardware compatibility evaluation; tools like `llmserve` are more tailored to just running models.
Explore
gateway trust report →llmfit trust report →LLM Frameworks category →Inference & Serving category →All comparisonsStack workflowsTrending tools
Related comparisons
Common questions
- What is the difference between gateway and llmfit?
- gateway: Super SDK for calling over 300+ LLMs locally. llmfit: Right-size LLM models for your hardware with quality, speed, fit, and context scoring.. See the comparison table for live GitHub stats and shared categories.
- When should I choose gateway over llmfit?
- Choose gateway over llmfit when gateway is primarily TypeScript; llmfit is Rust; Pricing: The repository description does not include pricing information. The software is available under the MIT license which allows for free usage but does not detail commercial support costs or enterprise-; adaline-gateway and llmfit both provide access to multiple LLMs, but adaline-gateway seems more focused on direct model calls while llmfit is about finding which models run efficiently; Tags unique to gateway: llmops, openai, typescript, anthropic; - You require a fully local execution environment, thus avoiding any internet dependency or proxy setup.
- When should I choose llmfit over gateway?
- Choose llmfit over gateway when llmfit is primarily Rust; gateway is TypeScript; adaline-gateway and llmfit both provide access to multiple LLMs, but adaline-gateway seems more focused on direct model calls while llmfit is about finding which models run efficiently; Tags unique to llmfit: skill, mlx, localai, gguf; llmfit ships Docker support for self-hosted deployment; - When you need a tool that evaluates hundreds of models and providers for compatibility with your specific system configurations using interactive text interfaces.
- When should I avoid gateway?
- - Your project depends on cloud-based API endpoints that require internet connectivity; Gateway operates fully locally and does not function as an online proxy. - You do not need support from over 300 LLMs or the extensive feature set provided by Gateway, preferring a simpler SDK with fewer integrations.
- When should I avoid llmfit?
- - If your workflow only requires a visual dashboard as llmfit primarily offers text-based user interface options (TUI and CLI). - When you primarily need a serving solution for local models, without the need for detailed hardware compatibility evaluation; tools like `llmserve` are more tailored to just running models.
- Is gateway or llmfit more popular on GitHub?
- llmfit has more GitHub stars (29,206 vs 600). Stars measure visibility, not whether either tool fits your constraints.
- Are gateway and llmfit open source?
- Yes - both are open-source projects on GitHub (gateway: MIT, llmfit: MIT).
- Where can I find alternatives to gateway or llmfit?
- GraphCanon lists graph-backed alternatives at /tools/adaline-gateway/alternatives and /tools/alexsjones-llmfit/alternatives (/tools/adaline-gateway/alternatives.md, /tools/alexsjones-llmfit/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 /compare/adaline-gateway-vs-alexsjones-llmfit.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, gateway or llmfit?
- gateway: Active. llmfit: 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 gateway and llmfit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: gateway: /tools/adaline-gateway/trust; llmfit: /tools/alexsjones-llmfit/trust.