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Guides for GPU Cloud Users
Provider comparisons, deployment recipes, and honest cost breakdowns for independent AI developers.
AllAI APIAPIAlipayApple PayClaudeClaude CodeClineComfyUIContinueContinue.devCursorDeepSeekFLUXFine-tuningGLMGPU CloudGPU RentalGPU sizingGatewayGoogle PayImage generationKimiLLM inferenceLLaMA-FactoryLoRAOllamaOpenAI-compatiblePaymentPaymentsPer-minute billingPricingQLoRAQuantisationRTX 4090RTX 4090 48GRTX 5090TutorialUSDTVRAMvLLM
GPU RentalRTX 4090 48GVRAM
Rent an RTX 4090 48G in the Cloud, Billed by the Minute (2026)
What the RTX 4090 48G is, how to work out whether your model needs 48 GB of VRAM, how per-minute billing works, and how to start one in about 2 minutes. Rates are on the pricing page.
October 20, 2026CloudGPU
VRAMLLM inferenceOllama
How Much VRAM to Run Each Open Model? (2026 Table, 24 to 96 GB Cards)
A working table of VRAM needed to run Llama, Qwen, Gemma, Mistral, DeepSeek distills, gpt-oss and FLUX at FP16 and Q4, with KV-cache headroom, mapped to the GPU you should rent: RTX 3090, 4090, 5090, A6000, A100 or RTX PRO 6000.
September 8, 2026CloudGPU