Best AI Inference & Deployment Software

Determined AI / HPE is a Hewlett Packard Enterprise-acquired open-source machine learning training platform that enables faster AI model training at any scale.

OctoAI is a platform that specializes in deploying and optimizing generative AI models, offering customizable solutions for developers and enterprises to integrate efficient AI into their products.

Groq is an AI company that builds the Language Processing Unit (LPU), the world's first chip purpose-built for ultra-low latency AI inference.

Lightning AI is a unified cloud-based development platform that enables teams to build, train, deploy, and scale AI applications.

Fal is a generative media platform providing optimized inference and finetuning for video, audio, image, 3D, and multimodal AI models.

Modular is a high-performance inference engine to build, optimize, and deploy AI apps fast, scaling across GPUs with CPU+GPU performance.