Baseten logo

Baseten

specialized
Serve open source and custom AI models with autoscaling cold start optimizations and usage based pricing that includes free credits so teams can prototype and scale production inference fast.
inference serving autoscaling
specialized
Category
Beginner
Difficulty
Active
Status
Web App
Type

What is Baseten?

Discover how Baseten can enhance your workflow

Baseten is an inference platform that lets you deploy and serve models with low latency autoscaling and straightforward usage pricing. You can spin up pre optimized Model APIs to evaluate state of the art models in minutes or bring your own weights and fine tunes to run on dedicated infrastructure. The stack focuses on fast cold starts efficient GPU use and robust observability so you can watch throughput memory and token costs in real time. Developers define resources via code or UI and add background workers batch jobs and webhooks for end to end pipelines. Security features include project level isolation roles and audit trails while enterprise options add private networking and SSO. Startup workspaces begin with free credits and pay only for what they use which suits experiments and pilots. As workloads harden you can move to dedicated instances or higher throughput pools to support apps chat backends and batch generation at predictable cost.

Key Capabilities

What makes Baseten powerful

Model APIs

Expose pre optimized or custom models behind reliable endpoints with versioning autoscaling and rollbacks for safer releases.

Implementation Level Professional

Metrics and Traces

Inspect latency throughput memory and token costs to guide model choice and capacity planning as traffic changes.

Implementation Level Professional

Workers and Batches

Run offline jobs and queue based pipelines to handle large document image or audio workloads efficiently.

Implementation Level Intermediate

Governance

Apply roles audit trails and private networking so regulated teams can deploy models while meeting policy needs.

Implementation Level Enterprise

Key Features

What makes Baseten stand out

  • Pre optimized model APIs for rapid evaluation
  • Bring your own weights with versioned deployments and rollback
  • Autoscaling with fast cold starts
  • Metrics logs and traces to monitor throughput errors and costs
  • Background workers and batch jobs
  • Webhooks and REST endpoints
  • Private networking SSO and roles for enterprise
  • Usage pricing with free credits

Use Cases

How Baseten can help you

  • Stand up a chat backend for prototypes then scale
  • Serve fine tuned models behind a stable API
  • Batch process documents or images using workers
  • Replace brittle scripts with autoscaled endpoints
  • Evaluate multiple open models quickly
  • Track token use latency and error spikes
  • Build internal tools that call models securely
  • Migrate from DIY servers to managed inference

Perfect For

Backend engineers, ML engineers, product teams, and startups that need fast secure model serving with metrics governance and usage pricing that grows from prototype to production

Tags

gpu usage model-apis specialized tools

Plans & Pricing

$0 per month + pay as you go / Custom pricing for Pro and Enterprise

Get Started Update this tool

Visit official site for current pricing

Quick Information

Category specialized
Pricing Model Free trial / credits
Last Updated 3/19/2026

Compare Baseten with Alternatives

See how Baseten stacks up against similar tools

Baseten VS Adept AI Baseten VS Aura Baseten VS Cerebras

Frequently Asked Questions

How does pricing start?
Baseten advertises usage based pricing with free credits on Startup workspaces and no platform fee with dedicated options for higher scale workloads.
Can I test models without setup?
Yes pre optimized Model APIs let you try popular models immediately and measure latency and cost before deeper integration.
Do you support custom weights?
You can deploy your own checkpoints and fine tunes with versioned releases and rollback controls.
How do you handle cold starts?
The stack is engineered for fast cold starts and efficient autoscaling so bursty traffic remains responsive under load.
Is there enterprise security?
Enterprise options include SSO private networking and role based controls with audit logs for compliance.
Can I run batch jobs?
Background workers and batch pipelines are supported to process large queues asynchronously with monitoring.

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