Cloud Inference

Baseten

Deploy and serve ML models in production with autoscaling and fast cold starts.

Status
Generally available
Last checked
Checked · Oct 11, 2026
License
Proprietary
Pricing
Free tier

What it is

Baseten provides model deployment and serving infrastructure (Truss, model APIs) with autoscaling, fast cold starts, and dedicated deployments.

Production model serving with autoscaling and notably fast cold starts.

When it fits — and when it doesn’t

A good fit for

  • Serving custom ML models in production

    Autoscaling and reliability

  • Teams needing dedicated inference

    Predictable performance

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Compute pricing at scale

    Sustained GPU use is costly

  2. 02

    More infra-oriented

    Geared to teams deploying custom models

What it does well

  • Production-grade serving

    Autoscaling, monitoring, and fast cold starts

  • Flexible model packaging (Truss)

    Deploy custom models cleanly

  • Dedicated deployments

    Predictable performance for production

Pricing

Free tier
YesFree trial credits
Paid from
—
Model
Usage-based
Enterprise plan
Yes

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up Baseten

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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