Novita AI Blog

Choose the right serverless model inference platform by comparing cold starts, autoscaling, concurrency controls, GPU options, and when dedicated endpoints fit better.

Evaluate Firecracker microVMs for AI agent sandboxes, including isolation, lifecycle overhead, egress, packages, secrets, and audit controls.

Access the GLM-4.6V API on Novita AI for vision tool calling, image understanding, and multimodal agents. OpenAI-compatible, $0.30/1M input tokens.

Quickly use Qwen3 Coder 30B A3B Instruct on Novita AI for coding workflows with model ID, pricing, context, and API examples.

Compare Qwen3 Next 80B A3B Instruct and Thinking on Novita AI by model ID, hosted context, pricing, API setup, and best-fit workloads.

Choose an LLM API platform that reduces provider lock-in with compatible APIs, fallback paths, observability, sandboxing, and GPU options.

Compare MiniMax Hailuo 2.3 T2V, I2V, and Fast I2V on Novita AI by input, endpoint, resolution, duration, pricing, and first test.

Compare Vidu Q3 Pro vs Turbo on Novita AI across text-to-video, image-to-video, start-end modes, pricing, endpoints, and test guidance.

Compare full-stack AI platforms for deploying open-source models across APIs, GPU instances, endpoints, storage, monitoring, and agent workflows.

GLM 5.2 is available on Novita AI with 1M context, 128K max output, function calling, structured outputs, and serverless API access.

Run MCP servers in an isolated MCP sandbox to scope filesystem, secrets, and network. Learn when MCP server isolation shifts the agent trust boundary.

Choose the right Seedance V1.5 Pro mode on Novita AI. Compare Seedance text to video vs image to video, audio, silent, batch, and resolution options.

Learn how Novita AI supports resilient LLM and agent workflows with LLM API access, Agent Sandbox, GPU Cloud, and routing policies.