Image Generation VPS With NVIDIA GPU Passthrough

Image generation throughput depends heavily on GPU VRAM and memory bandwidth. AnubizHost plans include RTX 4090 with 24GB VRAM for the fastest SDXL and Flux generation, plus RTX A5000 and A4000 options for inference oriented workloads. All cards run in single tenant passthrough so the full VRAM is yours.

On a 4090 you can expect roughly 20 to 30 iterations per second for SDXL at native resolution, and 1.5 to 2.5 seconds per step on Flux dev at 1024 by 1024. Batch generation scales linearly until you saturate VRAM. Compared to shared GPU APIs the throughput is dramatically more consistent.

A serious image generation deployment ends up with dozens of checkpoints, hundreds of LoRAs, VAEs, ControlNet models, embeddings, IP adapters, and a growing output folder. AnubizHost NVMe storage from 200GB up to 4TB handles substantial model libraries without constant pruning.

NVMe throughput above 3GB per second means model switching takes seconds. For workflows that chain multiple checkpoints per request, this is the difference between practical and unusable performance. Snapshots cover rollback if a model file gets corrupted during an upload.

Mainstream image generation APIs filter prompts, ban accounts for restricted content, and log every request. AnubizHost is your own GPU and your own VM. There is no platform filter layer, no prompt screening, and no review of which checkpoints, LoRAs, or workflows you use beyond the local law of the hosting jurisdiction.

Billing is crypto only with no KYC at signup. Offshore datacenters in Romania, Iceland, and Finland keep the legal context favorable for adult, political, or otherwise restricted creative AI work.