blog.

Introducing Chip Benchmark: Hardware-Centric Performance Insights for AI Workloads

July 14, 2025

As the AI hardware ecosystem rapidly expands, choosing the right accelerator for a given workload has become increasingly complex. We're excited to introduce Chip Benchmark, an open-source benchmarking suite purpose-built to evaluate the performance of open-weight LLMs across diverse hardware platforms.

Unlocking AMD MI300X for High-Throughput, Low-Cost LLM Inference

July 11, 2025

LLMs are driving a surge in inference workloads. While the AI community often gravitates towards Nvidia, AMD's MI300X quietly stands out. Through just two foundational optimizations, we demonstrate the early potential of AMD to become a cost-effective, high-throughput inference solution.