Top machine learning infrastructure AI tools

Vald is a cloud-native, highly scalable distributed vector search engine using the NGT algorithm for fast approximate nearest neighbor searches. It features automatic indexing, backup, and horizontal scaling for handling billions of vectors.

• Free

Baseten provides a high-performance platform for deploying and scaling AI models, supporting custom and open-source options with flexible cloud, self-hosted, or hybrid deployments.

• Freemium

Vectorize is a RAG-as-a-Service platform designed to accelerate AI application development by simplifying the process of connecting unstructured data to Large Language Models (LLMs). It automatically extracts and optimizes data from various sources for efficient vector search.

• Freemium
• From 99$

Massed Compute provides cloud computing infrastructure, specializing in on-demand GPU and CPU power for AI, machine learning, VFX rendering, and high-performance computing tasks.

• Usage Based

Ai Pool™ provides a supercomputing infrastructure platform, Excalibur™, for businesses, investors, and entrepreneurs to build, train, deploy, and host their AI applications and models cost-effectively and at scale.

• Contact for Pricing

GreenNode provides comprehensive AI-ready infrastructure and applications built on NVIDIA GPU technology, offering customizable GPU instances with a focus on high performance and cost efficiency.

• Usage Based

DataCrunch offers premium GPU servers, clusters, and model inference services on its AI cloud platform, powered by NVIDIA GPUs and utilizing 100% renewable energy.

• Usage Based

VectorDB is a lightweight Python library for efficient text storage and retrieval using vector search. Ideal for low-latency applications requiring semantic search capabilities.

• Free