DataAIHub
DataAIHubNews · Research · Tools · Learning
Back to AI Tools Directory

Baseten

Freemium

Platform for deploying, serving, and scaling ML and LLM models in production.

APICloudEnterprisePython SDK

Tool Info

Categories
Deployment · Serving
Developer
Baseten
License
Proprietary
Official Website
www.baseten.co
Repository
N/A
Official Docs

Overview

Baseten deploys ML and LLM models with Truss, its open model packaging format.

It handles GPU scaling, versioning, and API endpoints.

Popular for shipping fine-tuned models to production quickly.

Features

  • Truss model packaging
  • GPU autoscaling
  • Custom runtimes
  • Chain deployments

Pricing

Free tier available
FreeTeamEnterprise

Pros

  • Excellent DX for model deploy
  • Truss standard
  • Fast cold starts

Best For

Custom model deploymentTruss packagingGPU autoscaling

When NOT to Use

  • Cloud-only
  • Costs scale with GPU usage

Typical Users

ML engineersAI startups

Related Tools

KServe
Kubernetes-native serverless model serving platform.
BentoML
Unified framework for packaging and deploying ML models as APIs.
Modal
Serverless cloud platform for running ML models and data pipelines.

Alternatives

Modal
Modal is general-purpose serverless Python; Baseten specializes in ML model serving and Truss packaging.
Replicate
Cloud platform to run ML models via API without managing infrastructure.
Beam Cloud
Serverless GPU cloud for running AI workloads, training, and inference.

Related Architecture Guides

AI System Architecture

Tags

#deployment#serving#ml

Related Guides

Stay Updated

Get the latest AI news, tools, and engineering guides delivered to your inbox.

Subscribe to Newsletter