The Mission

Neural Inference was born from a simple frustration: The benchmarks for AI hardware were disconnected from reality. Reviewers would test pure matrix multiplication speed or run training simulations, but no one was answering the question that matters to developers:How fast can I actually run an agent on this laptop?

We are building the world's first open-source laboratory dedicated to Local Inference. We don't use simulations. We don't use cloud APIs. Every number on this site represents a real quantized model (GGUF/ExLlama) running on physical hardware in our facility.

Our Methodology

• 100% Local: All benchmarks are run offline to isolate hardware performance.
• Real Contexts: We test at 4k, 32k, and 64k context windows to expose memory bandwidth bottlenecks that short tests miss.
• Consumer Focus: We prioritize hardware you can buy at a store—from the GTX 1080 to the M4 Max.