Tool profile
AI and agent cloud for developers that combines model APIs, agent sandbox runtimes, dedicated endpoints, and GPU resources behind one startup-friendly platform.
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.
Quick fit
Editorial take
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.
What it does well
Primary use cases
Fit notes
Compare with
Pressure-test this pick against nearby alternatives.
Pricing snapshot
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.
AgentOps
Free planAgent observability
Observability for AI agents with tracing, debugging, session visibility, and production monitoring.
Closer to agent observability than to model hosting or prompt tooling
