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SeedVR2 image and video planning

SeedVR2 upscale cost calculator for images and videos

Enter one job or a batch to estimate credits, processing time, output size, and the smallest public pack that can cover it. The live tool preflight remains the billing source of truth.

Estimate credits before you buy

Choose the workload that looks like your next batch. The estimate uses the same credit rules as the tools, then points you back to the smallest credit pack that can cover it.

Estimated workload

45 credits

1 video(s) · 45 credits each

Estimated time
40s–1m 3s
Estimated output size
5.0 MB

Estimate, not a measurement: Standard is configured at about 10s of processing per second of footage. Queue load and source complexity move the real time inside this band.

Per hour of source footage: 32,400 credits. A two-hour tape is 12 submissions of at most 10 minutes each, about 64,800 credits in total.

A confirmed system or provider failure triggers an automatic credit-return attempt.

Time and size are planning estimates. The live preflight is the source of truth before you spend credits.

Recommended: Video Starter

200 credits delivered. Select it above and continue to checkout when ready.

Take the estimate to the right workflow

Run the matching tool or review current packs. Your final cost is recalculated from the real file before submission.

Upscale an image

Upload one image, choose 2K or 4K, and see the exact credits before processing.

Upscale a video

Upload a short clip, choose the real model, and verify duration-based credits.

Compare packs and plans

Review one-time packs, subscriptions, expiry, privacy, and refund rules before checkout.

How to read the estimate

Are these the same credits as checkout?
Yes. Image rows use the SeedVR2 2K, 4K, and 8K table. Video rows use the live model, duration, and resolution table, including the five-second minimum.
Why is time only an estimate?
Queue, upload, and source complexity move the clock. The number here is planning math from the same timing table the tools already publish.
Will my download match the size number?
Treat it as a storage budget, not a promise. Codec, audio, and content change the final bytes. The live job still shows the real file after render.
Which pack should I buy?
The first eligible 2K image does not need a pack. For later jobs, the calculator highlights the smallest public pack that covers the estimate, and repeat work can run on a subscription plan instead; the pricing page lists the current plans, packs and prices.
SeedVR2

SeedVR2 is an independent AI upscaling workspace for image and video upscaling, clear job tracking, and delivery workflows.

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SeedVR2 resources
  • SeedVR2 model download (3B/7B)
  • SeedVR2 ComfyUI workflow
  • SeedVR2 Hugging Face models (3B/7B)
  • SeedVR2 GitHub repositories
  • SeedVR2 upscaler download (no app)

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