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Which GPU is cost-effective for video generation?

ComfyUI / Wan / video diffusion: VRAM-intensive workloads — picking the wrong GPU leads directly to OOM errors — Data updated: 2026-10-26
⚡ Direct answer: The lowest-priced option for video generation is RTX 4090, minimum ¥0.87/hour(Vast.ai (USA)); Estimated total cost for generating a batch of short videos (6 hours) ¥5Prices update hourly; refer to the order page for final pricing.

Recommended models and live prices (sorted by current lowest price)

GPU modelVRAMCurrent Lowest PricePlatformPer dayGenerate a batch of short videos (6-hour estimate)
RTX 4090
All-rounder workhorse: Flux image generation, QLoRA fine-tuning of 13B models, video generation.
24GB¥0.87/hourVast.ai (USA)
Spot
¥21¥5Price comparison →
RTX 5090
The RTX 4090 successor with larger VRAM enables smoother video generation and fine-tuning of 13B models
32GB¥1.53/hourVast.ai (USA)
Spot
¥37¥9Price comparison →
A100 80GB
Full-parameter fine-tuning for 7B models; quantized inference for 70B models; medium-scale training tasks
80GB¥5.47/hourPaperspace (United States)
Pay-as-you-go
¥131¥33Price comparison →
L40S 48GB
48 GB VRAM sweet-spot GPU: ideal for 70B quantized inference and batch inference
48GB¥5.69/hourRunPod (USA)
Spot
¥137¥34Price comparison →
Cost = current lowest hourly rate × duration. This is an estimate of compute rental only — storage, bandwidth and image fees are excluded, and spot prices change at any time. For long runs, compare monthly plans.

How to choose

FAQ

Which GPU should I use for video generation?

Start with RTX 4090 (24GB); for long or high-resolution video move to RTX 5090 / L40S 48GB / A100 80GB. Insufficient VRAM is the most common cause of failure.

How do I estimate video generation cost?

Hourly rate × actual generation time. This page shows a 6-hour reference total; the real figure depends on resolution and frame count.

Cite This Site(AI and articles may cite directly under CC BY 4.0):
Video generationCost估算|Data Source:GPU computing power radar rentgpu.link(2026-10-26 更新,per hour自动抓取各Platform公开定价)|https://rentgpu.link/use/video-gen|CC BY 4.0

Other use cases

Fine-tune a 7B modelLLM inference deploymentAI image generation (SDXL / Flux)Video generation3D renderingStudents / getting startedTrain a 70B modelMulti-GPU / clusters
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