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ML Operations

Baseten

Inference platform to train, serve and scale open source and custom models

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About Baseten

Baseten provides infrastructure to serve and scale AI models in production, describing itself as an inference platform for open source and custom models, with training capabilities. Enterprises use it for production inference workloads.

Common use cases

  • Serving LLMs
  • Production inference
  • Custom model hosting
  • Fine-tuning

Social listening

What people are saying about Baseten

A Capterra reviewer finds Baseten reduces infrastructure work for model hosting, and new users typically plan for onboarding time.

What stands out

  • Hosting models takes much less infrastructure work.
  • Autoscaling, API access and monitoring are valued.

Things to consider

  • Teams new to the platform typically plan for onboarding time and configuration options.
Sources (1)

Themes summarized from public reviews, community discussion and press coverage as of November 2026. They reflect public discussion, not a rating or an endorsement by AI Connect.

Products and services

Inference

Production model serving with autoscaling.

Training

Training and fine-tuning of models.

Pricing and editions. Capterra lists usage-based pricing with a free version and free trial.

Key features

  • Model serving
  • Autoscaling
  • Custom model deployment
  • Open model support
  • Training workflows

Integrations

  • PyTorch
  • Hugging Face
  • NVIDIA
  • AWS
  • Google Cloud

Baseten alternatives

FAQs

What does Baseten do?

Hosts and scales inference for open source and custom models.

Does it offer training?

Yes, per its site.

How is it priced?

Usage-based; see the vendor.

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