General Compute

General Compute is an AI inference platform that provides a fast, efficient alternative to running models on traditional GPU hardware. It offers an API that developers can use to get text completions from large language models, but the key difference is the underlying infrastructure. Instead of using repurposed gaming GPUs, General Compute runs workloads on custom, purpose-built hardware designed specifically for AI inference tasks.

The service works by providing an OpenAI-compatible REST API endpoint. You swap your base URL and API key, and your existing code runs on their specialized accelerators. They claim this architecture delivers up to 7x faster inference speeds and uses far less energy than standard GPU clouds. A live benchmark tool on their site lets you compare their response times directly against competitors like Together AI using the same model.

This platform is built for developers and companies who need to run AI models in production and are hitting limits with cost, speed, or energy use. It's a practical choice for teams deploying their own model weights at scale or for anyone prototyping who wants to see how much faster inference can be without changing their application code.