Novita AI | Stackbased

Tool profile

Developer ToolsPaid product

Best for

Model APIs

Novita AI belongs in the catalog because it reflects a real shift in AI infrastructure buying: builders increasingly want more than a model API, but less than a full self-managed platform. The official product surface combines model APIs, agent sandboxes, GPU access, and dedicated deployments, which makes Novita especially relevant for teams building agentic products instead of only simple chat completions. It is a platform choice for developers who want to ship both models and runtime environments without assembling multiple vendors first.

It also deserves inclusion because the pricing page is unusually rich and public. Novita exposes live pricing across serverless endpoints, agent sandboxes, GPUs, audio, and video. Current official examples include DeepSeek V3.2 at $0.269 per million input tokens and $0.40 per million output tokens, Qwen3.5-27B at $0.30 input and $2.40 output, Fish Audio TTS at $15 per million characters, and many public video-generation prices. That level of price visibility makes Novita easier to evaluate than many startup AI platforms that still rely on vague landing pages.

Best for: Model APIs
Access: Paid product
Pricing: Novita AI publishes live usage-based pricing across serverless endpoints, agent sandbox, GPUs, audio, and video, with current official examples including DeepSeek V3.2 at $0.269 input and $0.40 output per 1M tokens, Qwen3.5-27B at $0.30 input and $2.40 output, and Fish Audio TTS at $15 per 1M characters.
Strengths: 8 notable strengths
Use cases: 4 core use cases
Category fit: Developer Tools / LLM serving and runtime

Editorial take

Why it stands out

Novita AI should be positioned as a flexible AI and agent cloud, not merely as another model marketplace. The strongest evaluation questions are whether the agent sandbox meaningfully simplifies product architecture, whether the public pricing stays attractive as usage grows, and whether the platform breadth reduces the need for multiple vendors.

One platform spanning model APIs, agent sandboxes, dedicated endpoints, and GPU infrastructure
Strong public pricing coverage across text, audio, video, and agent runtime surfaces
Useful for teams building agentic applications that need both models and secure execution environments
Designed for developers and startup teams rather than only large enterprise sales cycles
More commercially transparent than many newer AI cloud platforms
Combines several layers of the agent stack in a way that reduces vendor sprawl
Pricing transparency is unusually strong for a fast-moving AI cloud vendor
A practical option for teams that want to launch quickly without overcommitting to one narrow infrastructure layer

Model APIs
Agent runtime infrastructure
Dedicated endpoints
Multimodal AI delivery

Helpful context

Closest comparisons are open-model clouds and agent runtime platforms rather than consumer AI products.
Its agent sandbox layer gives it a broader product story than pure inference vendors.
The unusually public pricing makes it easier to test as an infrastructure shortlist candidate.

Novita AIAgent sandboxModel APIsGPU cloudDeveloper Tools

Novita AI

At a glance

Why it stands out

Strengths

Use it for

Decision cues

Helpful context

Tags

Not ideal for

Pricing

Novita AI

At a glance

Why it stands out

Strengths

Use it for

Decision cues

Helpful context

Tags

Related tools in Developer Tools

Not ideal for

Pricing