Seedream 5.0 Pro vs GPT Image 2

Seedream 5.0 Pro and GPT Image 2 side by side: specs, capabilities, parameters, and live pricing from the EmpirioLabs catalog.

ByteDance OpenAI Image Generation

Seedream 5.0 Pro vs GPT Image 2 at a glance

Seedream 5.0 Pro from ByteDance and GPT Image 2 from OpenAI are both in the Image Generation category, available through the EmpirioLabs API.

Key differences

  • Seedream 5.0 Pro is the newer release (Jul 8, 2026); GPT Image 2 was released on Apr 21, 2026.
  • Capabilities listed only for Seedream 5.0 Pro: layer decomposition, interactive editing, multi reference, multilingual text, transparent background.
  • Capabilities listed only for GPT Image 2: multi image.

Seedream 5.0 Pro vs GPT Image 2: specs

SpecSeedream 5.0 ProGPT Image 2
Model IDseedream-5-0-progpt-image-2
AuthorByteDanceOpenAI
ReleasedJul 8, 2026Apr 21, 2026
Input
Text Image
Text Image
Output
Image
Image
RegionMalaysia-
Endpoints
POST /v1/images/generations
POST /v1/images/generations
Capabilities
image generation image editing layer decomposition interactive editing multi reference text rendering multilingual text transparent background
image generation image editing text rendering multi image

Seedream 5.0 Pro vs GPT Image 2: API pricing

Live rates from the EmpirioLabs catalog for both models. Each rate card always matches what the API charges.

Seedream 5.0 Pro vs GPT Image 2: API parameters

Request parameters each model lists on EmpirioLabs, with the allowed values or range where one applies. A dash marks a parameter the model does not list.

ParameterSeedream 5.0 ProGPT Image 2
promptstringstring
imagearrayarray
imagesarray-
aspect_ratioauto, 1:1, 16:9, 9:16, 4:3, 3:4, 3:2, 2:3, 21:9 Default: auto-
layer_decompositionboolean Default: false-
prompt_optimization_modestandard, fast Default: standard-
quality1K, 1.5K, 2K Default: 2Klow, medium, high Default: medium
sizestring1024x1024, 1536x1024, 1024x1536 Default: 1024x1024
use_custom_sizeboolean Default: false-
custom_width15 to 8600-
custom_height15 to 8600-
watermarkboolean Default: false-
output_formatjpeg, png Default: png-
backgroundopaque, transparent Default: opaque-
response_formaturl, b64_json Default: urlurl, b64_json Default: url
num_images-1 to 4 Default: 1

Seedream 5.0 Pro vs GPT Image 2: limits and notes

Seedream 5.0 Pro

Modes

  • Text to image
  • Single or multi-image to image
  • Interactive editing with coordinate or sketch markers
  • Layer decomposition into a base image plus up to 16 layers

Interactive editing

Mark the region to change directly on the input image with a sketch, circle, or arrow, then describe it in the prompt. For exact placement, use coordinate tags on a 0 to 1000 normalized grid:

Place the subject from image 1 <bbox>179 283 796 986</bbox> at the position in image 2 <bbox>118 331 933 871</bbox>.

Layer decomposition

Set layer_decomposition to true with exactly one input image to split it into a base image plus up to 16 transparent PNG layers. Every returned image carries its stacking order as z_index, and each layer also carries its position in the base image as bounding_box.absolute and bounding_box.normalized, plus a name and a description. Leave the prompt empty to let the model choose the elements, or name the elements or coordinate regions to separate. Resolution accepts 1K, 1.5K, or 2K, and matches the input image when unset.

Prompt optimization

  • Standard (default): prioritizes prompt adherence and image quality
  • Fast: reduces generation latency with slightly lower image quality

Limits

  • One output image per request, except layer decomposition, which returns the base image plus its layers
  • Up to 10 reference images, and exactly one for layer decomposition or a transparent background
  • 1K, 1.5K, and 2K resolution tiers
  • PNG or JPEG output, and layers are always PNG
  • A transparent background needs one input image that already has an alpha channel, and PNG output
  • No grouped output, streaming, or web search

Billing

Layer decomposition bills every returned image, the base image and each layer, at half the standard per-image rate, tiered on the pixel count of that image.

Content safety

Generated images pass an automated content-safety check. An image flagged as explicit is not returned. Because the image is generated before the check runs, a flagged generation is still billed.

GPT Image 2

Quality tiers Low, Medium, and High set the rendering fidelity and the per-image price. Output sizes are 1024x1024, 1536x1024, and 1024x1536. Attach up to 16 images to edit or composite them, with the prompt as the instruction.

Content safety

  • Generated images pass an automated content-safety check. An image flagged as explicit is not returned. Because the image is generated before the check runs, a flagged generation is still billed.

How to call Seedream 5.0 Pro and GPT Image 2

Seedream 5.0 Pro runs through POST /v1/images/generations. The request returns a job_id right away; poll GET /v1/jobs/{job_id} until the job completes and read the output URLs from the result. Or add "sync": true to skip polling: the request stays open and returns the finished OpenAI-style image response directly, so OpenAI SDKs work as-is. Both models are called through the same endpoint. Set model to seedream-5-0-pro or gpt-image-2. Get an API key from the EmpirioLabs dashboard.

cURL: submit the job
curl https://api.empiriolabs.ai/v1/images/generations \
  -H "Authorization: Bearer $EMPIRIOLABS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "seedream-5-0-pro",
    "prompt": "Describe what you want Seedream 5.0 Pro to generate."
  }'

Seedream 5.0 Pro vs GPT Image 2: tests and guides

Prompt tests and comparison runs that cover both models.

Seedream 5.0 Pro vs GPT Image 2: common questions

What is the difference between Seedream 5.0 Pro and GPT Image 2?

Seedream 5.0 Pro is the newer release (Jul 8, 2026); GPT Image 2 was released on Apr 21, 2026. Capabilities listed only for Seedream 5.0 Pro: layer decomposition, interactive editing, multi reference, multilingual text, transparent background. Capabilities listed only for GPT Image 2: multi image. The specs, rate cards, and parameters on this page come from the live EmpirioLabs catalog.

Which is newer, Seedream 5.0 Pro or GPT Image 2?

Seedream 5.0 Pro is the newer release (Jul 8, 2026); GPT Image 2 was released on Apr 21, 2026.

Which has the lower rate, Seedream 5.0 Pro or GPT Image 2?

The two models are priced on different units or tiers, so compare the live rate cards on this page. They always match what the API charges.

Can I switch between Seedream 5.0 Pro and GPT Image 2 without rebuilding my integration?

Yes. Both models use POST /v1/images/generations with the same EmpirioLabs API key, so most integrations switch by changing the model value. Check the parameters table on this page first if you rely on a model-specific parameter.

Can I try Seedream 5.0 Pro and GPT Image 2 in the browser before integrating?

Yes. Open each model in the EmpirioLabs playground and run the same prompt on both, with the parameters the API exposes.

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