Wafer

Wafer provides an AI-driven optimization platform designed to accelerate AI inference across various hardware. It uses AI agents to autonomously profile, diagnose, and optimize the entire inference stack, enabling significantly faster and more cost-effective AI operations. The platform aims to unlock the full potential of AI hardware by ensuring models run at peak performance. Wafer Pass offers limited access to optimized open-source LLMs through a single subscription, catering to individuals and developers building personal and coding agents. It provides access to models like Qwen3.5-Turbo and GLM 5.1-Turbo, claiming substantial speed improvements over baseline implementations. The service is designed for developers, chip companies, cloud providers, and AI labs looking to maximize the efficiency and performance of their AI models and infrastructure. By continuously optimizing inference, Wafer helps users achieve the fastest possible AI performance at the lowest cost, regardless of the underlying hardware (ASICs, GPUs, etc.). It addresses the gap between current AI system performance and physical possibilities by applying AI to optimize AI infrastructure itself.