GPU & Compute

llm-checker

CLI tool for AI-powered model selection based on hardware analysis

Status
Generally available
Last checked
Checked · Oct 15, 2026
License
Open source
Pricing
Free tier · from $0

What it is

Intelligent CLI tool that analyzes your system's hardware and recommends optimal LLM models, streamlining the process of selecting the right model for your setup.

The only CLI tool that uses AI to analyze your hardware and recommend the best LLM models, making it easier to optimize machine learning workflows without manual configuration.

When it fits — and when it doesn’t

A good fit for

  • Teams needing quick and accurate recommendations for optimal LLM models based on system hardware

  • Developers who want to streamline the process of selecting machine learning models without manual analysis

Look elsewhere if

  • Users looking for a cloud-based service for model selection

  • Projects that require real-time model performance evaluation rather than pre-selection recommendations

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited hardware support outside of common configurations

    Documentation and community feedback indicate limited support for exotic or less common hardware setups

  2. 02

    Performance bottlenecks when analyzing large systems

    Benchmark tests show significant slowdowns on systems with numerous components or complex configurations

What it does well

  • AI-powered model selection based on hardware analysis

  • Optimal LLM recommendations for your system

  • CLI interface for easy integration into workflows

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up llm-checker

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →