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.
- 01
Limited hardware support outside of common configurations
Documentation and community feedback indicate limited support for exotic or less common hardware setups
- 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.