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StarVector 8B (image-to-SVG)

Image generationAvailable
by CommunityModel ID: starvector-8b-im2svg

StarVector 8B is a multimodal model that generates SVG code directly from an input image. Rather than tracing pixels, it predicts the SVG markup token by token, which can produce compact, semantically structured paths for icons and simple graphics. Research model from the StarVector project.

Try itGet API keyCompare
Price
US$0.00117/GPU s
Input → output
Text + Image → Image
Developer
Community
Updated
23 September 2026
01

Playground

Try StarVector 8B (image-to-SVG)

Input & output

US$0.00117/GPU s
Try StarVector 8B (image-to-SVG)

URL of the input image to convert to SVG

Advanced settings (3)

Beam search width

Maximum number of SVG tokens to generate

Output
Your image appears here.

This run

Billed by GPU time

US$0.2106 (21.06 credits) are reserved at the start; the actual GPU time is billed.

For accounts without a purchase: runs above 2 credits need a top-up.

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Usable 24 hours after sign-up, up to 5 runs per day and at most 2 credits per run. Other sign-in methods start without credits.

02

About StarVector 8B (image-to-SVG)

TL;DRAs of 23 September 2026

StarVector 8B (image-to-SVG) is a model by Community in the Image generation category. On Railwail, StarVector 8B (image-to-SVG) costs US$0.00117 per GPU second.

StarVector treats image-to-SVG as a code generation problem: a vision encoder feeds an 8B language model that emits SVG primitives such as paths, ellipses and polygons. Because it writes SVG code instead of running an edge tracer, the output for logos and pictograms can be cleaner and more compact than classic raster tracing. Controllable via beam search and max length.
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Pricing

Prices in US dollars. Usage is charged from prepaid credits.
GPU time (L40S)US$0.00117 per GPU second
  • Billed by the GPU time the run actually takes. When the run starts, 3× the typical price is reserved from your balance and settled afterwards.
  • 1 credit = US$0.01

Cost calculator

Price calculator

s

The provider publishes no typical runtime – enter an estimate.

Enter GPU seconds to see a price.

Billed by the actual GPU time; this is an estimate.

04

API

Call StarVector 8B (image-to-SVG) with your Railwail API key. Use this model ID in the request:
starvector-8b-im2svgAPI documentationGet an API key

No verified API example

The public API passes a different input format than this model needs. Use the playground above.

05

Specifications

Model ID
starvector-8b-im2svg
Developer
Community
Category
Image generation
Input
Text, Image
Output
Image
Billing
By usage (tokens or GPU time)
Catalog entry updated
23 September 2026

Input parameters

Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.

  • imagerequired

    URL of the input image to convert to SVG

    Type: Text
    Default: –
    Allowed values: –
  • num_beams

    Beam search width

    Type: Integer
    Default: 2
    Allowed values: 1 to 8
  • max_length

    Maximum number of SVG tokens to generate

    Type: Integer
    Default: 16000
    Allowed values: 256 to 16,000
  • temperature
    Type: Number
    Default: 1
    Allowed values: 0 to 2

Tags

  • svg
  • vector
  • starvector
  • image-to-svg
  • code-generation
  • research
  • image
06

Use cases

07

Frequently asked questions

What is StarVector 8B (image-to-SVG)?

StarVector 8B (image-to-SVG) is a model by Community in the Image generation category.

How much does StarVector 8B (image-to-SVG) cost on Railwail?

On Railwail, StarVector 8B (image-to-SVG) costs US$0.00117 per GPU second. You are charged for what each request actually uses. Usage is paid from prepaid credits; 1 credit equals US$0.01.

Which settings does StarVector 8B (image-to-SVG) support?

According to its input schema, StarVector 8B (image-to-SVG) knows these parameters: image, num_beams (1 to 8), max_length (256 to 16,000) and temperature (0 to 2).

How fast is StarVector 8B (image-to-SVG)?

There are not enough measured runs of StarVector 8B (image-to-SVG) on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is StarVector 8B (image-to-SVG) better than FLUX 1.1 Pro?

That depends on the task. StarVector 8B (image-to-SVG) (Community) and FLUX 1.1 Pro (Black Forest Labs) are both models in the Image generation category. The comparison page shows their prices and specifications side by side.

Compare StarVector 8B (image-to-SVG) and FLUX 1.1 Pro

Can StarVector 8B (image-to-SVG) use an image as input?

Yes. Send the image in the image parameter.

08

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    Compare StarVector 8B (image-to-SVG) vs. Icons (SDXL Flat Pop)
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    Compare StarVector 8B (image-to-SVG) vs. InstantID
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    Compare StarVector 8B (image-to-SVG) vs. Sticker Maker

All models through one API

One API key for every model on Railwail. Usage is charged from prepaid credits, 1 credit = US$0.01.

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