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Price reports, sizing and self-hosting guides, hardware comparisons and private crypto payments. Every number is sourced and dated.
15 articles5 topicsUpdated RSS feed
AI models & sizing9 min read
DeepSeek-V4 comes as two open-weight models, Flash and Pro, under the MIT license. Here is what it takes to run DeepSeek-V4 on your own server: the GPU memory each model needs, which of our servers hold them and at what monthly price, the vLLM and SGLang commands for an 8-GPU server, and the limits to know before you rent.
15 articles · newest first
GPU hardware9 min read
Best GPU for Stable Diffusion, Flux and AI video: official model sizes and VRAM needs of FLUX, SD 3.5, Qwen-Image, Wan 2.2 and LTX-2.5, RTX 5080 to H200.
Crypto payments10 min read
How to pay for a server with Monero: choose and back up a wallet, get XMR ready, send the exact amount on the invoice and keep the transaction key as proof.
GPU hardware10 min read
GPU VPS vs dedicated GPU server: time-sliced GPUs, MIG slices, vGPU profiles and passthrough compared on isolation, memory, NVLink, drivers and billing.
Crypto payments10 min read
How to rent a GPU server anonymously: what identifies you (KYC, card, email, IP, SSH keys, blockchain), the steps that limit it, and what stays visible.
AI models & sizing10 min read
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: VRAM, bandwidth and price of 10 GPUs, and the cheapest server for each model size, from 8B to 1T.
Crypto payments6 min read
Which GPU clouds accept Bitcoin, USDT or Monero? We checked the payment pages of 29 providers in September 2026: coins, processors, billing and KYC.
Market reports4 min read
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
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.
AI models & sizing5 min read
Formulas for weights, KV cache and training memory, worked examples for Llama 3.1, Qwen3, gpt-oss and DeepSeek, and the GPU servers that fit each model.
GPU hardware5 min read
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
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.
What GPU clouds charge, checked and dated: on-demand price surveys, gaps between providers and the data behind our prices.
LatestWhat 40 GPU clouds charge: September 2026 market check
How GPU rental is priced and billed: monthly against hourly, break-even hours, idle time and the real cost of a GPU month.
Verified specifications and head-to-head comparisons of the GPUs we rent, from NVIDIA Blackwell and Hopper to AMD Instinct and GeForce.
LatestBest GPU for Stable Diffusion, Flux and AI video in 2026
How much GPU memory models need and which servers fit them: weights, KV cache, fine-tuning and open-weight LLMs.
Paying for GPU compute with Bitcoin, Monero, USDT and other coins: who accepts what, and what no KYC really means.
LatestUSDT on Tron (TRC-20) or Ethereum (ERC-20): which network to pay with
Every GPU in these articles is available by the month, about 30% under the market median.
