MOSS-Image

MOSS-Image

OpenMOSS
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About

MAI-Image-2.5-Flash is a text-to-image generation and image-to-image editing model in Microsoft Foundry, designed to create high-quality, visually rich images from natural language prompts and perform precise, controllable edits on existing images. It uses a diffusion-based generative approach to progressively refine images, enabling strong alignment between the input text and the generated output. The model supports prompt-based image creation and editing workflows where users can describe the desired visual result, modify an existing image, or generate production-ready creative assets with stronger control over composition and style. As part of Microsoft’s MAI image generation family, MAI-Image-2.5-Flash is positioned for fast, scalable image generation and editing in enterprise and developer environments, with access through the Microsoft Foundry model catalog. It is built for applications that need visual generation inside business products, creative tools, content workflows, etc.

About

MOSS-Image is an open-weight text-to-image model family for generating images from natural-language prompts and structured layout instructions. Its Base and fine-tuned SFT checkpoints share an inference interface and support prompts of up to 4,096 tokens. Users can describe a scene in text or provide JSON layout data to guide where objects and rendered text appear in the composition. The project includes Python and Gradio workflows, a Diffusers pipeline, model weights, and guidance for local deployment and fine-tuning. It can be used to create illustrations, photorealistic images, posters, and other designed compositions, including images containing specified text. Developers can also use supported image-generation runtimes and a hosted API option. The software is aimed at developers, researchers, and creative practitioners who want to generate or adapt images with layout control.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Businesses, AI builders, and teams that need fast text-to-image generation and controllable image editing through Microsoft Foundry

Audience

Developers, researchers, and creative practitioners who want to generate images from text or structured layouts, run the model locally, or fine-tune it for custom tasks.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$1.75 per 1M tokens (input)
$1.75 per 1M text/image input tokens and roughly $19.50 to $33 per 1M image output tokens (or about $0.03 per generated image)
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Pros & Cons from Real Users

Pros

  • MAI-Image-2.5-Flash looks really useful from a developer’s point of view because it is built for the practical side of image generation. It supports both text-to-image and image-to-image editing, which makes it a better fit for real product workflows than a model that only creates one-off images from prompts. I like that Microsoft is positioning it as the faster, more affordable option in the MAI-Image-2.5 family. For developers building creative tools, ad generators, content workflows, product image systems, or design automation, cost matters a lot once users start generating images at scale. The Microsoft Foundry angle is also a big plus. If you are already building in Azure or working with enterprise customers, having this available through Microsoft’s AI platform makes it feel easier to deploy, govern, monitor, and integrate into existing systems.

Cons

  • The main downside is that Flash is probably not the model I would pick when absolute maximum image quality is the only thing that matters. Microsoft positions MAI-Image-2.5-Pro as the higher-fidelity flagship model, so I would expect Flash to be more about speed and cost efficiency than perfect premium output. I would also want to test it heavily before putting it into a production creative workflow. Image models can look great in demos, but real use cases expose issues with brand consistency, text accuracy, editing precision, layout control, and prompt reliability.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Microsoft
Founded: 1975
United States
ai.azure.com/catalog/models/MAI-Image-2.5-Flash

Company Information

OpenMOSS
China
openmoss.ai/MOSS-Image/

Alternatives

Alternatives

FLUX 3

FLUX 3

Black Forest Labs
MiniMax H3

MiniMax H3

MiniMax
MAI-Image-2.6

MAI-Image-2.6

Microsoft
MAI-Image-2

MAI-Image-2

Microsoft AI

Categories

AI Image Models Supported
AI Models Supported

Categories

AI Image Models Supported

Integrations

ComfyUI Not Supported
Microsoft Azure Supported
Microsoft Foundry Supported

Integrations

ComfyUI Supported
Microsoft Azure Not Supported
Microsoft Foundry Not Supported
Claim MAI-Image-2.5-Flash and update features and information
Claim MAI-Image-2.5-Flash and update features and information
Claim MOSS-Image and update features and information
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