QwenQwen Professional image layout & editing

Qwen Image 3.0 Pro

Choose detail fidelity when the image carries real information.

Qwen Image 3.0 Pro is a quality-first Qwen image route for generation and editing. TokenHot describes text-to-image and edits from one to three references, prompts up to roughly 4.5K tokens, dense layouts, fine text and multilingual typography. Use it for posters, storyboards, menus and product visuals where composition and detail fidelity matter more than speed or cost.

  • Text + 1–3 references
  • Complex layouts
  • Quality-first output

The current model route is image-output focused and does not expose the existing generic image Playground. Use the API documentation and dynamic pricing table for the supported size and reference parameters.

USD /s

Pricing

GroupTierPrice
defaultimage_input$0.003
defaultsize=1K$0.21
defaultsize=2K$0.42
qwen-0.8image_input$0.0024
qwen-0.8size=1K$0.168
qwen-0.8size=2K$0.336
default
image_input$0.003
size=1K$0.21
size=2K$0.42
qwen-0.8
image_input$0.0024
size=1K$0.168
size=2K$0.336

Public list prices are shown in USD. Final charges may vary by account group and usage tier.

Overview

What is Qwen Image 3.0 Pro?

Treat the image as an information surface when it contains labels, tables or interface copy. Supply exact text, hierarchy and language requirements, then inspect every glyph and relationship in the result.

Use Pro when a complex layout or fine text justifies the cost. Compare the standard Qwen Image route on the same brief when speed and repeated generation matter more.

Layout

Plan the reading order

Name the grid, focal object, copy zones and hierarchy before adding visual style.

Typography

Specify and inspect text

Provide exact copy and review language, spelling, font treatment and placement after generation.

Editing

Use references with intent

State what each reference contributes and which elements must remain unchanged.

From brief to deliverable

Put Qwen Image 3.0 Pro to work

Start with a concrete task and decide what a useful result looks like.

Marketing and education teams

Create an information-dense poster

Generate a poster from exact copy, layout rules and reference style while keeping the message hierarchy reviewable.

Tools you need
Image generation, asset storage and a designer review.
Keep in mind
Fine text and multilingual output require direct inspection; do not publish from a thumbnail.
View a task brief

Use the supplied copy, language, reference images, canvas size and layout constraints. to plan create an information-dense poster. Return a reviewable poster draft and text qa sheet., state the evidence limits and list the checks required before accepting the result. Do not claim an output or interaction was verified without direct evidence.

Directors and design teams

Develop a storyboard frame

Use references and a shot brief to create a detailed frame that can guide later production.

Tools you need
Reference upload, image review and a production handoff.
Keep in mind
A frame is planning material, not proof that a later video will match it.
View a task brief

Use the supplied shot description, character or location references, aspect ratio and continuity notes. to plan develop a storyboard frame. Return a storyboard frame with continuity annotations., state the evidence limits and list the checks required before accepting the result. Do not claim an output or interaction was verified without direct evidence.

Product and brand teams

Edit a reference set

Apply one controlled change across a product reference while preserving identity, geometry and required labels.

Tools you need
Reference upload, asset versioning and visual QA.
Keep in mind
Small type, reflections and exact packaging details need human inspection.
View a task brief

Use the supplied one to three reference images, invariant list, requested edit and export target. to plan edit a reference set. Return an edited product visual with a defect checklist., state the evidence limits and list the checks required before accepting the result. Do not claim an output or interaction was verified without direct evidence.

Capabilities in context

Key features

FeatureWhat you getWhy it matters
Reference countThe catalog description lists 1–3 reference imagesAssign each reference a clear role and keep the accepted source set with the prompt.
Prompt budgetPrompts up to roughly 4.5K tokens are describedUse a compact, structured brief that prioritizes copy, layout and invariants.
Layout fidelityThe route is positioned for dense layouts and fine textInspect every label and relationship; the model output is a draft until reviewed.
Size tiersPricing exposes 1K and 2K labelsChoose size explicitly and use the current dynamic table for cost.
Family boundaryPro and standard routes are separateCompare accepted quality, latency and cost on the same image tasks.

The page uses TokenHot catalog metadata and its image route. Layout, text and reference fidelity must be checked on real prompts and outputs.

Audience & fit

Where Qwen Image 3.0 Pro fits

Designers making information-rich visuals

Use Pro for posters, menus, storyboards and layouts where text and composition are part of the deliverable.

Brand and product teams

Keep reference invariants and exact copy explicit, then review packaging, labels and export dimensions.

Creative production teams

Treat generated images as drafts that inform production, not as unreviewed final assets.

Cost context

Plan the cost of a useful result

Price size and references

Size, reference count and rejected drafts affect total cost. Use the current pricing table and retain the request parameters.

Budget typography QA

Dense text needs a visual review pass and possible manual correction after generation.

Separate production finishing

Color, legal copy, accessibility and export checks remain part of the design workflow.

Use the current pricing table for available rates and account groups. Model IDs and prices come from TokenHot’s catalog; provider pricing and subscriptions are separate.

API

Code examples

curl --location --request POST 'https://api.tokenhot.ai/v1/images/generations' \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--data-raw '{
    "model": "qwen-image-3.0-pro",
    "input": {
        "messages": [
            {
                "role": "user",
                "content": [
                    {
                        "text": "Draw a cute cat."
                    }
                ]
            }
        ]
    },
    "parameters": {
        "size": "2K",
        "negative_prompt": "",
        "prompt_extend": true,
        "watermark": false
    }
}'

Qwen

Related models

QwenQwenQwen Image 3.0

The balanced standard tier of Qwen-Image 3.0 for image generation and editing: it supports text-to-image and edits from 1–3 reference images, prompts of up to about 4.5K tokens, up to six outputs, and 2K-class resolution. It fits everyday posters, interfaces, infographics, and repeated creative work; move to Pro when complex layouts and fine text fidelity matter more, and use this tier when speed and cost efficiency are the priority.

$0.0024/sGeminiGoogleGemini 3.1 Flash Image Preview

Built for image generation and editing, with stronger multimodal understanding, conversational edits, and rapid visual prototyping than earlier Gemini image capabilities. Compared with GPT Image, Qwen Image, and Seedream, it is useful for combining documents, images, and prompts in one visual workflow.

$0.028/imageZhipuZhipu AIGLM Image

Built for image generation and editing, with a stronger focus than earlier GLM vision capabilities on Chinese prompts, image-text understanding, and controllable generation. Compared with GPT Image, Gemini image models, and Qwen Image, it fits Chinese marketing assets, explanatory visuals, and iterative visual edits.

$0.88/1M tokensOpenAIOpenAIGPT Image 2.5 Flare

A strong default for high-quality image generation and editing: optimized for faster iteration across creator and social content, product experiences, visual search, rapid prototyping, and high-volume generation. It accepts text and reference-image inputs and produces images; choose Sunburst when tighter editing control matters more than speed.

$0.0336/image

FAQ

Frequently asked questions

What is Qwen Image 3.0 Pro best suited for?

Qwen Image 3.0 Pro is suited to the input, output, and capability types listed on this page. Test production workloads before choosing it for a critical system.

How is Qwen Image 3.0 Pro priced?

Pricing is shown in the pricing section above. Actual cost depends on usage volume, account group, and the request payload.

How can I call Qwen Image 3.0 Pro?

Use the model ID shown above with one of the supported API protocols. Code examples are provided when usage data is available.

How many references can Pro use?

The catalog description lists one to three reference images. Verify the exact request shape and image limits on the current endpoint.

Can it guarantee perfect small text?

No. Fine text is a stated use case, not a guarantee. Inspect every glyph and label before publication.

When should I choose the standard Qwen Image route?

Compare the same briefs. Use standard for faster, repeated work and Pro when complex composition or detail fidelity justifies the cost.

Why is there no generic Playground on this page?

The existing application only enables image trials for model families with a verified request adapter. Use the API docs and pricing table for this route.

Get started

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