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AI models & sizing9 min read
How to run DeepSeek-V4 on your own GPU server
How to run DeepSeek-V4 on your own server: VRAM for Flash and Pro, the GPU servers that fit, vLLM and SGLang commands for 8 GPUs, and the monthly cost.
Blog · GPU
Articles about NVIDIA H200.
8 articles cover the NVIDIA H200. Rent it from $2,279 per GPU per month, paid in crypto: NVIDIA H200 servers.
15 articles5 topicsUpdated RSS feed
NVIDIA H200
8 articles · newest first
AI models & sizing10 min read
Self-hosted AI coding assistant: a private Copilot on your GPU server
Run a self-hosted AI coding assistant on your own GPU server: pick a coding model, size it for your team, serve it with vLLM and connect VS Code or Cline.
AI models & sizing10 min read
Self-host an LLM: a private ChatGPT on your own GPU server
How to self-host an LLM as a private ChatGPT: pick an open model, size the GPU, run Ollama with Open WebUI or vLLM, lock down access, and what it costs.
AI models & sizing10 min read
Best GPU for LLM inference in 2026: memory, bandwidth and price
Best GPU for LLM inference in 2026: VRAM, bandwidth and price of 10 GPUs, and the cheapest server for each model size, from 8B to 1T.
Market reports4 min read
What 40 GPU clouds charge: September 2026 market check
Lowest, median and highest on-demand GPU prices across 40 clouds on 23 September 2026, hyperscalers and marketplaces compared, and how we set our prices.
Pricing & billing5 min read
Monthly vs hourly GPU rental: where the break-even is
At the median on-demand price, a monthly GPU server pays off after about 510 hours, or 16.8 hours a day. The exact break-even per GPU, and when hourly wins.
GPU hardware5 min read
B300 vs B200 vs H200 vs MI355X: which flagship GPU to rent
Verified specs of the B300, B200, H200 and MI355X: memory, bandwidth, links, FP8, FP4 and FP64, with price per GB of GPU memory and the workloads each suits.
GPU hardware4 min read
AMD MI355X: 288 GB of HBM3E at an H100-class price
The AMD MI355X pairs 288 GB of HBM3E and 8 TB/s with a price below the H100: specs, ROCm support, caveats and memory per dollar vs the H100 and H200.
From reading to running.
Every GPU in these articles is available by the month, about 30% under the market median.