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ModelsPricingMCPBlog

AI models on Craze

Every video, image, voice, music and sound model Craze can direct, with what each one makes and what it costs.

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ModelsPricingMCPBlog
Source image
Upscale
Number of images
Cost$0.017 per image
$0.017

⌘↵ to generate

Craze
ModelsPricingMCPBlog

SeedVR2 Upscale

Starts at$0.017 per image

ByteDance's one-step image upscaling model. Upscale by 2x, 3x, or 4x while maintaining detail. Available on every Craze plan, including Free.

See plans

What SeedVR2 Upscale is good at

  • Massive upscaling without quality loss

    SeedVR2 enlarges images by up to 4x without the soft blur or artifacts that simple scaling creates.

  • Noise reduction and deblurring

    Low-resolution, compressed, or noisy images come out sharper and cleaner.

  • Choose your upscale factor based on needs

    2x, 3x, and 4x options let you upscale conservatively or aggressively depending on your needs.

Make videos people watch

UGC videos
Motion graphics
Feature films
Product visualization
Micro dramas
3D films
Music videos
Brand films
Wedding highlights
YouTube reviews
UGC videos
Motion graphics
Feature films
Product visualization
Micro dramas
3D films
Music videos
Brand films
Wedding highlights
YouTube reviews

Craze plans, edits and turns creative direction into tasteful videos

01

Stop prompting. Start directing.

Craze creatively jams, researches and plans with you.

Chat

A 30 second spot for a skincare brand. Bright yellow, one hero product, cut to the music.

Worked for 3m 1s

Generated image

Here is the key visual. Same yellow, same light, every shot.

starface-key-visual.webpAdd to TimelineAdd to Chat
Ask Craze anythingTweak
02

Create tasteful content.

Craze generates anything imaginable. Video, audio, music, motion graphics and more.

Assets
Search assets
Shot 232 approved
Approved clip0:04 · 1080×1920 · 7.3 MB
Accepted frame1080×1920 · 414 KB
Terminal frame1080×1920 · 2.9 MB
Shot 332 approved
Approved clip0:05 · 1080×1920 · 10.2 MB
Accepted frame1080×1920 · 425 KB
GeneratingKling 3 Pro
03

Edit videos in minutes. Not days.

Craze watches your footage and builds a final cut. With a real editor if you need it.

Timeline00:00:56:00
00:00:00:0000:00:05:0000:00:10:0000:00:15:00
C1Breakoutshappen. Makethem yours.Treat melike a star.
V2V S16
V1V S02V S05V S0690%V S09V S11
A1A S01A S02A S03A S04A S05
A2A S16
A3A MUSIC

How SeedVR2 Upscale compares

Every model here runs on every Craze plan, including Free, and Craze can use a different one for each shot.

SeedVR2 UpscaleByteDance SeedGPT Image 2.5 SunburstOpenAINano Banana 2.1GoogleNano Banana 2Google
MakesImage to imageText + Image to imageText + Image to imageText + Image to image
Quality—Up to 1KUp to 4KUp to 4K
From$0.017 per image$0.135 per image$0.036 per image$0.071 per image

SeedVR2 Upscale specs on Craze

TaskInputsResolutionAspect ratiosSound
Image upscalingImageFollows the sourceFollows the inputNone

Choose the plan for your next creation.

Free

$0/ month

  • Limited usage
  • Access to all media models
  • Efficient chat tier
  • 1 GB of storage
  • Craze MCP
  • Exports up to 720p
  • Top up additional credits

Pro

$19/ month

  • $19 of credits every month
  • Access to all media models
  • Every chat tier
  • 50 GB of storage
  • Craze MCP
  • No resolution limits on exports
  • Top up additional credits

Ultra

$59/ month

  • $59 of credits every month
  • Access to all media models
  • Every chat tier
  • 200 GB of storage
  • Craze MCP
  • No resolution limits on exports
  • Top up additional credits

Max

$199/ month

  • $199 of credits every month
  • Access to all media models
  • Every chat tier
  • 1 TB of storage
  • Craze MCP
  • No resolution limits on exports
  • Top up additional credits

Frequently asked questions

SeedVR2 Upscale is ByteDance's one-step image upscaling model. It enlarges by 2x, 3x, or 4x while maintaining sharp detail and removing blur and noise. On Craze, it accepts still images only and is available on every Craze plan, including Free.

Why creators choose SeedVR2 Upscale

Massive upscaling without quality loss

SeedVR2 enlarges images by up to 4x without the soft blur or artifacts that simple scaling creates. The model uses adversarial training against real data to restore fine detail and sharpness at the larger size. A 1K image becomes a sharp, detailed 4K image.

Noise reduction and deblurring

Low-resolution, compressed, or noisy images come out sharper and cleaner. SeedVR2 Upscale denoises and deblurs as part of the upscaling process. A low-light photo becomes clearer. Compression artifacts disappear.

Choose your upscale factor based on needs

2x, 3x, and 4x options let you upscale conservatively or aggressively depending on your needs. 2x is good for modest enlargement. 3x is aggressive. 4x is massive enlargement for large displays. Choose based on your source quality and intended use.

How to use SeedVR2 Upscale in Craze

You upload an image and choose your upscale factor.

For images:

  1. Start a project and upload the image you want to upscale.
  2. Ask for SeedVR2 Upscale and choose your factor (2x, 3x, or 4x).
  3. Craze processes the image and delivers the enlarged result.

SeedVR2 Upscale pricing

SeedVR2 Upscale is charged per image, priced by the size of the upscaled result. Small sources at 2x start at $0.017 per image; a larger source or a higher factor produces a bigger image and costs more. The cost calculator on this page shows the price for your source size and factor.

every Craze plan, including Free give you monthly credits that cover SeedVR2 Upscale operations.

Who SeedVR2 Upscale is for

Social media and streaming

Enlarge images for larger displays or social media. 2x or 3x upscaling gives you the resolution without the blur of simple scaling.

Archive and low-resolution content

Restore old photos, low-resolution downloads, or compressed images. SeedVR2 Upscale sharpens and enlarges while removing artifacts. Archive images become presentable.

Product photography for large displays

Enlarge product images for billboards, large monitors, or print. 4x upscaling gives you the resolution needed for large-format display. A product shot becomes sharp enough for billboards.

Editorial and large displays

Upscale images for editorial use or large-screen display. Choose the factor based on the size of the original image and the intended output.

SeedVR2 Upscale workflow in post-production

SeedVR2 Upscale is often the final step before delivery. Generate or shoot images at lower resolution, then upscale with SeedVR2 when you're ready to deliver. Or upscale archived images to modern resolutions. On Craze, the source size and the 2x, 3x, or 4x factor together set the per-image price.

SeedVR2 Upscale vs Topaz Upscale

Both upscale images. Both are priced by the size of the upscaled image; Topaz Upscale costs more per image and adds Topaz Labs' detail enhancement. For background removal before upscaling, try BiRefNet.

Hand Craze your image and say what you want, and it runs SeedVR2 Upscale for you. Every Craze plan, including Free, runs SeedVR2 Upscale and every other media model, and Craze can use a different one for each job. Each image lands in your project, ready to place on the timeline of a video you export as MP4. Generations come out of your plan's monthly credits, from $0.017 per image, with top-ups when you need more.

Social media and streaming: Enlarge images for larger displays or social media. Archive and low-resolution content: Restore old photos, low-resolution downloads, or compressed images. Product photography for large displays: Enlarge product images for billboards, large monitors, or print. Editorial and large displays: Upscale images for editorial use or large-screen display.

SeedVR2 Upscale is ByteDance's one-step image upscaling model. It enlarges images by 2x, 3x, or 4x while maintaining detail and sharpness. On Craze, this route accepts images only.

SeedVR2 Upscale on Craze supports 2x, 3x, and 4x upscaling. Each factor is charged separately, with 4x upscaling priced higher than 2x or 3x due to the additional computation.

The price follows the size of the upscaled image, so it depends on both your source image and the factor. Small sources at 2x start at $0.017 per image. The cost calculator on this page shows the price for your source size and factor.

every Craze plan, including Free. Every paid plan includes monthly credits, and SeedVR2 Upscale operations draw from them.

No. Craze exposes SeedVR2 Upscale for images only.

Upscaling is priced by the size of the image it produces. 4x makes a much larger image than 2x, so it costs more, and a larger source costs more at any factor.

Yes. SeedVR2 Upscale removes blur and reduces noise as part of the upscaling process. Low-quality, compressed, or noisy images come out sharper and cleaner.

Use SeedVR2 Upscale when you need to enlarge images while preserving detail. It's ideal for social media content that needs larger formats, images for big screens, or any source image where enlargement usually causes quality loss.

More image models

All models

GPT Image 2.5 Sunburst

OpenAI

  • Text to image
  • Image editing

From $0.135 per image

Nano Banana 2.1

Google

  • Text or image to image

From $0.036 per image

Nano Banana 2

Google

  • Text or image to image

From $0.071 per image

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