Guides for GPU Cloud Users
Provider comparisons, deployment recipes, and honest cost breakdowns for independent AI developers.

How DeepSeek V4 API Billing Works: Per-Token Rates, Cached Input and One Balance
How DeepSeek V4 API billing works on cloudgpu.app: Flash and Pro are billed per token from one prepaid balance; current rates and cached input are on /api.

GLM-5 API, OpenAI-Compatible: Pay by Card or USDT (2026)
Call GLM-5.2, GLM-5.1 and GLM-5.3-Flash through an OpenAI-compatible endpoint, pay by card or USDT, and set it up in Cursor, Cline or the OpenAI SDK.

Kimi K2 and K3 API, OpenAI-Compatible: Pay by Card or USDT
Call Kimi K2 and K3, including kimi-k3 and kimi-k2.7-code, through an OpenAI-compatible endpoint and pay with a card or USDT. Model IDs are listed on /api.

Run Ollama on a Cloud GPU with a Public HTTPS API in Two Minutes
Step by step: rent an RTX 4090 or 5090 by the minute, get Ollama running with a public OpenAI-compatible endpoint on cloudgpu.app, and call it from curl, Python or Cursor. Explains what happens under the hood.

DeepSeek V4 API With USDT or Card: Use the OpenAI SDK
Get a DeepSeek V4 Flash and Pro API key you can pay for with USDT or a card, and plug it into the OpenAI SDK, Cursor, Cline or OpenClaw. Rates are on /pricing.