Ant Group

Ming

Ming is Ant Group's full-modal model line. The docs describe Ming as an open-weight full-modal LLM with a unified architecture for text, images, audio and video. Ming-Flash-Omni is positioned as the industry's first open-weight full-modal model at the 100B parameter scale, with capabilities for image-text understanding, video analysis, speech synthesis, image generation and editing. Use cases include multimodal content creation, video summarization, video Q&A and retrieval, voice interaction and image editing.

Partially availableFull English UILimited APIUnknownTrusted

Quick answers

At a glance

Overview
Ant Ling's open-weight full-modal model for text, image, audio and video understanding and generation.
Best fit
Teams tracking open Chinese full-modal models across image-text understanding, video analysis, speech synthesis and image generation.
Trust
2/2 sources verified, recently checked · 2026-05-17
Coverage
100/100 · backfill: pricing

Editorial verdict

Best for

Teams tracking open Chinese full-modal models across image-text understanding, video analysis, speech synthesis and image generation.

Avoid if

Avoid selecting it for production before confirming hosted access, model license, modality coverage and inference cost.

Why it matters

Ming is the multimodal branch of Ant Ling and deserves separate tracking from text-only Ling and reasoning-focused Ring.

Pricing

Ming pricing and API availability should be verified from current Ant Ling console and model docs

Payment

Ant Ling API billing where available, Open-source model access where available

Commercial use

Commercial use should follow the current product, API, model license and billing terms.

Privacy

Review prompt, file, media upload, retention and training-use terms before sensitive workloads.

Use-case fit

Full-modal content creation

Strong

Use it for image-text mixed content, video script creation, illustration and asset production.

Video and voice understanding

Medium

Ming covers video summarization, temporal event detection, voice interaction and speech synthesis.

Global user checklist

RegistrationPartialModel docs are public; hosted access should be verified in Ling Studio or API console.
English UIConfirmedMing docs are English-facing.
API and docsPartialGeneral Ant Ling API docs exist, but Ming-specific API and pricing details need current verification.
Commercial useUnknownCommercial rights depend on current hosted terms and open-source license.
Coverage · 100/100 · backfill: pricing

Model names, quotas, release status, regional access and commercial terms can change quickly; recheck official sources before procurement or production use.

Pros

  • - Unified full-modal architecture covers text, images, audio and video
  • - Open-source full-modal positioning at 100B parameter scale
  • - Covers video analysis, speech synthesis, image generation and editing

Cons

  • - Hosted API, pricing and production limits are less explicit than Ling/Ring pricing docs
  • - Open-source license and deployment requirements should be checked before commercial use

Decision paths

qwen

mimo-v2-omni

seedream-image

minimax-api

Sources

Ming model docs

docs · en · verified 2026-05-17

Documents Ming full-modal model architecture and use cases.

Ant Ling official website

official · en · verified 2026-05-17

Lists Ming as the multimodal model family.

Reviews