Comparison
gateway vs llmfit
Verdict
Pick gateway if adaline Gateway is a production-grade, fully local Super SDK that supports over 300 LLMs with a unified interface, including features like batching, retries, caching, and OpenTelemetry integration; pick llmfit if llmfit is a hardware-aware model recommendation tool written in Rust, licensed under MIT, and categorized under LLM Frameworks and Inference & Serving. It provides hardware telemetry and.
Markdown twin · gateway alternatives · llmfit alternatives
GraphCanon updated Sep 30, 2026
21views this month
Trust & integrity
| Signal | gateway | llmfit |
|---|---|---|
| Maintenance | Steady (52d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 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
- gateway
- Super SDK for calling over 300 LLMs with a unified interface
- llmfit
- Hardware-aware model recommendation tool
Stars
- gateway
- 607
- llmfit
- 37k
Forks
- gateway
- 26
- llmfit
- 2.3k
Open issues
- gateway
- 2
- llmfit
- 69
Language
- gateway
- TypeScript
- llmfit
- Rust
Adopt for
- gateway
- Adaline Gateway is a production-grade, fully local Super SDK that supports over 300 LLMs with a unified interface, including features like batching, retries, caching, and OpenTelemetry integration.
- llmfit
- llmfit is a hardware-aware model recommendation tool written in Rust, licensed under MIT, and categorized under LLM Frameworks and Inference & Serving. It provides hardware telemetry and recommends models based on local,
Persona
- gateway
- -
- llmfit
- -
Runtime
- gateway
- -
- llmfit
- -
License
- gateway
- MIT
- llmfit
- MIT
Last pushed
- gateway
- Jul 29, 2026
- llmfit
- Sep 17, 2026
Categories
- gateway
- Inference & Serving, LLM Frameworks
- llmfit
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- gateway
- Steady (60%)
- llmfit
- Very active (96%)
Days since push
- gateway
- 52d
- llmfit
- 0d
Open issues (now)
- gateway
- 2
- llmfit
- 69
Stars delta
- gateway
- +2 (30d)
- llmfit
- +4.9k (30d)
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.
- 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: ai, ai-agents, anthropic, language-model.
- When you need a fully local SDK that supports more than 300 LLMs with a unified interface.
When NOT to use gateway
- If you are looking for a cloud-based service, as Adaline Gateway is fully local and not a proxy.
- When you need support for a specific LLM that is not among the 300+ supported by Adaline Gateway.
- If you do not require or want the complexity of a fully featured SDK with extensive customization options.
- When you prefer a simpler, less extensible solution for calling LLMs.
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: docker, gguf, localai, mlx.
- llmfit ships Docker support for self-hosted deployment.
- Use llmfit when you need a tool that can provide hardware telemetry and model recommendations based on your local hardware capabilities,
When NOT to use llmfit
- Avoid llmfit if you are looking for a tool that does not provide hardware telemetry or model recommendations based on local hardware capabilities,
- Do not use llmfit if you are working in an environment where Rust is not a preferred language for development,
- If you need a tool that does not support deployment through a multi-architecture Docker image, llmfit may not be the best option,
- llmfit is not recommended if you require a tool that does not offer both interactive CLI/TUI and headless Web UI/API server modes
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (adaline/gateway) · observed Sep 20, 2026
- GitHub forks (adaline/gateway) · observed Sep 20, 2026
- Last push (adaline/gateway) · observed Jul 29, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (AlexsJones/llmfit) · observed Sep 20, 2026
- GitHub forks (AlexsJones/llmfit) · observed Sep 20, 2026
- Last push (AlexsJones/llmfit) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: gateway 607 · llmfit 37k (synced Sep 20, 2026).
Common questions
- What is the difference between gateway and llmfit?
- gateway: Super SDK for calling over 300 LLMs with a unified interface. llmfit: Hardware-aware model recommendation tool. 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; 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: ai, ai-agents, anthropic, language-model; When you need a fully local SDK that supports more than 300 LLMs with a unified interface.
- 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: docker, gguf, localai, mlx; llmfit ships Docker support for self-hosted deployment; Use llmfit when you need a tool that can provide hardware telemetry and model recommendations based on your local hardware capabilities,.
- When should I avoid gateway?
- If you are looking for a cloud-based service, as Adaline Gateway is fully local and not a proxy. When you need support for a specific LLM that is not among the 300+ supported by Adaline Gateway. If you do not require or want the complexity of a fully featured SDK with extensive customization options. When you prefer a simpler, less extensible solution for calling LLMs.
- When should I avoid llmfit?
- Avoid llmfit if you are looking for a tool that does not provide hardware telemetry or model recommendations based on local hardware capabilities, Do not use llmfit if you are working in an environment where Rust is not a preferred language for development, If you need a tool that does not support deployment through a multi-architecture Docker image, llmfit may not be the best option, llmfit is not recommended if you require a tool that does not offer both interactive CLI/TUI and headless Web UI/API server modes
- Is gateway or llmfit more popular on GitHub?
- llmfit has more GitHub stars (36,747 vs 607). 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 gateway alternatives and llmfit alternatives (gateway markdown twin, llmfit 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, gateway or llmfit?
- gateway: Steady. 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 trust report; llmfit trust report.