Mission-critical inference

Built for high-performance workloads, our platform optimizes inference performance across modalities, from state-of-the-art transcription to blazing-fast LLMs. Built-in autoscaling, model performance optimizations, and deep observability tools ensure efficiency without complexity. Trusted by top ML teams serving their products to millions of users, Baseten accelerates time to market for AI-driven products by building on four key pillars of inference: performance, infrastructure, tooling, and expertise.

Model performance

Baseten’s model performance engineers apply the latest research and custom engine optimizations in production, so you get low latency and high throughput out of the box. Production-grade support for critical features, like speculative decoding and LoRA swapping, is baked into our platform.

Cloud-native infrastructure

Deploy and scale models across clusters, regions, and clouds with five nines reliability. We built all the orchestration and optimized the network routing to ensure global scalability without the operational complexity.

Model management tooling

Love your development ecosystem, with deep observability and easy-to-use tools for deploying, managing, and iterating on models in production. Quickly serve open-source and custom models, ultra-low-latency compound AI systems, and custom Docker servers in our cloud or yours.

Embedded engineering

Baseten’s expert engineers work as an extension of your team, customizing deployments for your target performance, quality, and cost-efficiency metrics. Get hands-on support with deep inference-specific expertise and 24/7 on-call availability.