Introducing WaveSpeedAI Qwen Image Text-to-Image 2512 on WaveSpeedAI

Introducing Qwen Image 2512: Alibaba’s Breakthrough Text-to-Image Model Now on WaveSpeedAI

The challenge of rendering readable, accurate text within AI-generated images has long been one of the most difficult problems in the field. While most text-to-image models excel at creating beautiful visuals, they consistently stumble when asked to include text—producing garbled letters, misspelled words, or illegible typography. Alibaba’s Qwen team has taken direct aim at this problem with Qwen Image 2512, a 20-billion-parameter powerhouse that sets a new standard for text rendering in AI-generated images.

We’re excited to announce that Qwen Image 2512 is now available on WaveSpeedAI, bringing you instant access to one of the most capable text-to-image models available today—with no cold starts, fast inference, and straightforward pricing.

What is Qwen Image 2512?

Qwen Image 2512 is the latest evolution of Alibaba’s Qwen-Image foundation model, released in late 2025. Built on a Multi-Modal Diffusion Transformer (MMDiT) architecture, it integrates three key components working in tandem: a Multimodal Large Language Model (MLLM), a Variational AutoEncoder (VAE), and the MMDiT itself. This sophisticated architecture enables the model to truly understand complex prompts and translate them into high-fidelity images.

What sets Qwen Image 2512 apart is its exceptional text rendering capability. In blind testing on Alibaba’s AI Arena platform involving over 10,000 evaluations, Qwen-Image-2512 ranked fourth overall—making it the top-ranked open-source model in the comparison. The model achieves state-of-the-art performance on text rendering benchmarks including LongText-Bench, ChineseWord, and TextCraft, outperforming existing models by significant margins.

Key Features

Superior Text Rendering

The standout capability of Qwen Image 2512 is its ability to generate legible, accurate text within images. Whether you need multi-line layouts, paragraph-level content, handwritten styles, calligraphy, or standard typography, the model preserves typographic details, layout coherence, and contextual harmony with remarkable accuracy. This makes it ideal for creating posters, signage, logos, infographics, and any design requiring readable text elements.

Bilingual and Multilingual Support

Unlike many models that struggle with non-English text, Qwen Image 2512 excels at rendering both alphabetic languages (like English) and logographic scripts (like Chinese) with high fidelity. The model can seamlessly switch between languages and render complex multilingual text within the same image—a critical capability for international marketing and global content creation.

Enhanced Prompt Understanding

The model interprets complex, detailed prompts with better comprehension of subject relationships, spatial arrangements, and stylistic nuances. You can describe intricate scenes with multiple elements, specific compositions, and detailed styling requirements, and the model will faithfully translate your vision into imagery.

Flexible Output Sizing

Qwen Image 2512 supports custom width and height configurations, allowing you to generate images optimized for any use case—whether that’s social media posts, presentation slides, print materials, or web content. The default 1024×1024 resolution works well for most applications, but you can adjust dimensions to match your specific requirements.

Style Versatility

From photorealistic scenes to impressionist paintings, from anime aesthetics to minimalist design, Qwen Image 2512 adapts fluidly to creative prompts. The model produces consistent quality across a wide range of artistic styles, giving you creative flexibility without sacrificing output quality.

Real-World Use Cases

Marketing and Advertising

Create eye-catching visuals with integrated text for advertisements, promotional banners, and marketing campaigns. Generate posters with headlines, call-to-action text, and product descriptions rendered directly in the image—no post-processing required for basic text elements.

Social Media Content

Produce engaging visual content optimized for different platform formats. Create quote graphics, announcement posts, and branded content with text that’s actually readable, saving time on manual text overlay work.

Product Design and Mockups

Visualize packaging concepts, product labels, and branded merchandise with realistic text integration. See how your product names, taglines, and marketing copy will look on actual designs before committing to production.

Branding and Identity

Design logos, storefront signage, and branded visuals where text is a core element. The model’s ability to render text accurately makes it valuable for initial concept exploration and client presentations.

Editorial and Publishing

Generate book covers, magazine layouts, and article illustrations that incorporate headlines and text elements. Create visual content for digital publishing where text and imagery need to work together seamlessly.

Getting Started on WaveSpeedAI

Using Qwen Image 2512 on WaveSpeedAI is straightforward. Here’s how to generate your first image:

import wavespeed

output = wavespeed.run(
    "wavespeed-ai/qwen-image/text-to-image-2512",
    {
        "prompt": "A modern coffee shop storefront with a neon sign reading 'OPEN 24 HOURS' in bright blue letters, warm interior lighting visible through large windows, evening atmosphere"
    },
)

print(output["outputs"][0])

For images with specific text, be explicit about what text should appear, the font style, and placement:

import wavespeed

output = wavespeed.run(
    "wavespeed-ai/qwen-image/text-to-image-2512",
    {
        "prompt": "A minimalist poster design with the text 'SUMMER SALE' in bold red sans-serif letters at the top, '50% OFF' in smaller text below, white background with subtle geometric shapes",
        "width": 1024,
        "height": 1536
    },
)

print(output["outputs"][0])

At just $0.025 per image with flat-rate pricing regardless of resolution, you can experiment freely and iterate on your designs without worrying about costs adding up.

Why WaveSpeedAI?

Running Qwen Image 2512 on WaveSpeedAI gives you several advantages over self-hosting or other platforms:

• No cold starts: Your requests begin processing immediately, without waiting for model initialization
• Fast inference: Optimized infrastructure delivers quick generation times
• Simple API: Clean REST interface with straightforward parameters
• Affordable pricing: $0.025 per image with no hidden fees or complex pricing tiers
• Reliability: Production-ready infrastructure you can depend on for your applications

Start Creating Today

Qwen Image 2512 represents a genuine advancement in text-to-image generation, particularly for anyone who needs readable text in their AI-generated images. Whether you’re building marketing tools, creating content at scale, or exploring creative applications, this model opens up possibilities that were previously difficult or impossible to achieve.

Explore Qwen Image 2512 on WaveSpeedAI and see what you can create: https://wavespeed.ai/models/wavespeed-ai/qwen-image/text-to-image-2512