GLM-4.6V

GLM-4.6V

Zhipu AI
MiMo-V2-Flash

MiMo-V2-Flash

Xiaomi Technology
+
+

Related Products

  • LM-Kit.NET
    23 Ratings
    Visit Website
  • Google AI Studio
    11 Ratings
    Visit Website
  • Vertex AI
    783 Ratings
    Visit Website
  • Ango Hub
    15 Ratings
    Visit Website
  • Google Cloud Speech-to-Text
    373 Ratings
    Visit Website
  • MobiPDF (formerly PDF Extra)
    6,068 Ratings
    Visit Website
  • Picsart Enterprise
    26 Ratings
    Visit Website
  • AnalyticsCreator
    46 Ratings
    Visit Website
  • Fathom
    7,148 Ratings
    Visit Website
  • AthenaHQ
    18 Ratings
    Visit Website

About

GLM-4.6V is a state-of-the-art open source multimodal vision-language model from the Z.ai (GLM-V) family designed for reasoning, perception, and action. It ships in two variants: a full-scale version (106B parameters) for cloud or high-performance clusters, and a lightweight “Flash” variant (9B) optimized for local deployment or low-latency use. GLM-4.6V supports a native context window of up to 128K tokens during training, enabling it to process very long documents or multimodal inputs. Crucially, it integrates native Function Calling, meaning the model can take images, screenshots, documents, or other visual media as input directly (without manual text conversion), reason about them, and trigger tool calls, bridging “visual perception” with “executable action.” This enables a wide spectrum of capabilities; interleaved image-and-text content generation (for example, combining document understanding with text summarization or generation of image-annotated responses).

About

MiMo-V2-Flash is an open weight large language model developed by Xiaomi based on a Mixture-of-Experts (MoE) architecture that blends high performance with inference efficiency. It has 309 billion total parameters but activates only 15 billion active parameters per inference, letting it balance reasoning quality and computational efficiency while supporting extremely long context handling, for tasks like long-document understanding, code generation, and multi-step agent workflows. It incorporates a hybrid attention mechanism that interleaves sliding-window and global attention layers to reduce memory usage and maintain long-range comprehension, and it uses a Multi-Token Prediction (MTP) design that accelerates inference by processing batches of tokens in parallel. MiMo-V2-Flash delivers very fast generation speeds (up to ~150 tokens/second) and is optimized for agentic applications requiring sustained reasoning and multi-turn interactions.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers, researchers, and AI engineers wanting a solution to build agents that understand images and text, manipulate documents or UIs, and generate complex image-text outputs

Audience

Developers and researchers requiring a solution to build high-performance AI applications involving long-context reasoning, coding, and agentic workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

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

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

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Zhipu AI
Founded: 2023
China
chat.z.ai/

Company Information

Xiaomi Technology
Founded: 2010
China
mimo.xiaomi.com/blog/mimo-v2-flash

Alternatives

GPT-5.2

GPT-5.2

OpenAI

Alternatives

Kimi K2 Thinking

Kimi K2 Thinking

Moonshot AI
GLM-4.1V

GLM-4.1V

Zhipu AI
Xiaomi MiMo

Xiaomi MiMo

Xiaomi Technology
Qwen3-VL

Qwen3-VL

Alibaba
GLM-4.5

GLM-4.5

Z.ai
GLM-4.5V-Flash

GLM-4.5V-Flash

Zhipu AI
DeepSeek-V2

DeepSeek-V2

DeepSeek
HunyuanOCR

HunyuanOCR

Tencent

Categories

Categories

Integrations

Claude Code
Cline
Hugging Face
Kilo Code
OpenRouter
Roo Code
Sup AI
Xiaomi MiMo
Xiaomi MiMo Studio

Integrations

Claude Code
Cline
Hugging Face
Kilo Code
OpenRouter
Roo Code
Sup AI
Xiaomi MiMo
Xiaomi MiMo Studio
Claim GLM-4.6V and update features and information
Claim GLM-4.6V and update features and information
Claim MiMo-V2-Flash and update features and information
Claim MiMo-V2-Flash and update features and information