# Baseten

> Baseten delivers cloud-hosted GPU-accelerated vector operations for embedding models and LLMs, with auto-scaling deployments, Rust-optimized clients for high-throughput batching, and integrations across AWS, GCP, Azure. Perfect for enterprise RAG preprocessing and global-scale inference pipelines. Offers 12x better embedding throughput than standard clients, superior to Pinecone in GPU efficiency and more flexible than Zilliz Cloud.

- **URL:** https://www.baseten.co
- **Category:** Cloud Services
- **Tags:** Cloud Auto Scale, Multi Cloud, Pay Per Query
- **Updated:** 2026-04-22 13:39
- **Canonical page:** https://vectordb.ever.works/items/baseten

## Details

## Overview

Baseten provides GPU inference infrastructure optimized for AI model serving, including embedding models and large language models. The platform offers both cloud-hosted serving and custom client libraries for maximum throughput.

## Key Features

- GPU-accelerated embedding model inference with production-ready performance
- Baseten Performance Client: Custom Rust-based client delivering up to 12x better throughput for batch embedding workloads compared to standard OpenAI SDK implementations
- Containerized model deployment with automatic scaling
- Support for open-source embedding models (E5, BGE, and others)
- Production-grade monitoring and observability

## Performance Client

The Baseten Performance Client is specifically designed for batch embedding workloads, achieving significantly higher throughput than standard HTTP-based SDK clients. This is critical for high-volume embedding pipelines processing millions of documents.

## Pricing

Usage-based pricing model for GPU inference. Specific rates depend on model type, GPU class, and request volume.

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