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Head to head · 2026

Baseten vs Lightning AI

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

Baseten

Model deployment infrastructure that lets teams ship custom AI models to production without managing GPUs

4.1Free

Visit Baseten (opens Baseten in a new tab)

Lightning AI

Browser-based platform from the PyTorch Lightning creators to code, train and serve AI models with multi-GPU…

3.7Free

Visit Lightning AI (opens Lightning AI in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Baseten does not list a price

  • Free plan

    Tie

    Both have one

  • Higher rating

    Baseten

    4.1 against 3.7

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onBasetenLightning AI
Our rating4.1Better3.7
Starts atFreeFree
Free planYesYes
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFreeFree
Key features
  • Managed infrastructure for deploying custom and fine-tuned ML models to production
  • Model-agnostic: supports open-weight models, custom models, and multi-model pipelines
  • Automatic GPU provisioning and autoscaling handled by the platform
  • Free trial credit for new accounts before usage-based billing begins
  • Backed by Y Combinator with a developer-first deployment workflow
  • Browser-based coding, training, and model serving with zero setup
  • Automatic checkpointing and multi-GPU distributed training
  • Built-in logging and training-progress visualization
  • DevOps APIs for data ingestion, preprocessing, and resource monitoring
  • Built on PyTorch Lightning by its original creators
Pros
  • Removes the need to hire a dedicated ML infrastructure team for model serving
  • Model-agnostic design avoids lock-in to one specific model provider
  • Free trial credit lets teams test real production workloads before committing
  • Automates the error-prone parts of distributed training (checkpointing, multi-GPU setup)
  • Zero local setup - full workflow runs from the browser
  • Free tier available with monthly credits before committing to a paid plan
Cons
  • Usage-based compute pricing requires monitoring at high-traffic production volumes
  • Best suited for teams already running custom or fine-tuned models, not off-the-shelf API use
  • Competes with both hyperscaler managed-inference options and other MLOps platforms
  • Team pricing ($140/user/month) is a real cost for larger organizations
  • Best suited to users already working with PyTorch/PyTorch Lightning specifically
  • Serious model training still requires genuine ML expertise, not just the platform
CompanyBaseten, founded 2019Lightning AI

Prices come from each vendor's pricing page, last checked 20260826. Check the vendor before you buy.

FAQ

Questions people ask

Is Baseten better than Lightning AI?

In our reviews Baseten scores 4.1 and Lightning AI scores 3.7. The better pick depends on the job. Baseten: Model deployment infrastructure that lets teams ship custom AI models to production without managing GPUs. Lightning AI: Browser-based platform from the PyTorch Lightning creators to code, train and serve AI models with multi-GPU support.

Which is cheaper, Baseten or Lightning AI?

Baseten: free. Lightning AI: free.

Do Baseten and Lightning AI have free plans?

Yes, both have a free plan.

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