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AlexsJones/llmfit

llmfit is a Rust TUI/CLI that detects local hardware and recommends which LLMs and quantizations should run well across Ollama, llama.cpp, MLX, LM Studio, Docker Model Runner, and other local runtimes. Its newer community leaderboard adds real-world token speed, TTFT, and VRAM data by hardware class.

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Score7.6
Popularity76.0
Risknone
TierGold
Score breakdown
Usefulness8.0
Novelty7.0
Momentum8.0
Maturity7.6
Open-source/build8.4
Evidence7.2
Workflow potential8.7
Setup ease8.8

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for anyone choosing local models: run it before downloading multi-gigabyte weights or buying hardware, then compare its recommendation against one model you already know.

Who should use it

local AI beginnershomelab usersmodel testershardware buyers

Who should skip it

Skip if the source link, docs, or setup requirements do not match your workflow.

Risk explanation

No inherent user-impacting risk is flagged from the captured evidence.

Evidence links

Closest alternatives / related signals

local-aihardwareggufollamamodel-selection