What Novita AI is
Novita AI combines two things usually bought separately: a single API reaching several models, and infrastructure in the form of GPU instances and sandboxes for agents. That combination suits small teams who want to prototype on hosted models and later run their own workloads without changing vendors.
What you can do with it
- Call multiple models from one integration
- Launch a GPU instance for training or serving
- Run agent workloads in a sandbox
- Prototype applications quickly
- Scale from API to infrastructure over time
Who it is for
- Developers and startup teams
- AI application teams
- Platform engineers wanting one vendor
What to watch out for
- Cost comparisons against the large clouds are vendor claims; measure on your own workloads
- Running GPU instances means you are responsible for what is stored and processed on them
- Model licences still govern what you may build and ship
- Sandboxes executing agent code need tight isolation and timeouts
Pros & cons
✓ What we like
- Model API and infrastructure in one place
- Sandbox option for agent workloads
- Suits small teams
! What to watch out for
- Cost claims need verification
- GPU instances carry your own security duties
- Model licensing still applies
FAQ
What is included?
Multi-model API access, agent sandboxes and GPU instance provisioning.
Who is it for?
Developers, startup teams, AI application teams and platform engineers.
What should I verify?
Real costs, model licences and isolation of anything you run in a sandbox.
Last reviewed: 2026-09-19
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