Ling 2.6

Ling 2.6

Ant Group
MiniMax M3

MiniMax M3

MiniMax
+
+

Related Products

  • Gemini Enterprise Agent Platform
    967 Ratings
    Visit Website
  • Coevera
    750 Ratings
    Visit Website
  • NetBrain
    265 Ratings
    Visit Website
  • Google AI Studio
    26 Ratings
    Visit Website
  • Iru
    1,333 Ratings
    Visit Website
  • LM-Kit.NET
    29 Ratings
    Visit Website
  • SBS Asset Finance
    3 Ratings
    Visit Website
  • PDFCreator
    539 Ratings
    Visit Website
  • Cloverleaf
    189 Ratings
    Visit Website
  • Glean
    499 Ratings
    Visit Website

About

Ling 2.6 is a general-purpose large language model series independently developed and open-sourced by Ant Group, built on a Mixture of Experts architecture and designed for inference efficiency, long context modeling, training technology, and AI Agent collaborative reasoning. Ling’s MoE architecture routes each token to activate only the most relevant expert subnetworks, compressing actual computation to a minimal fraction while maintaining large-scale model capacity. The Ling 2.6 series further advances long-sequence modeling, with Ling-2.6-1T supporting up to a 1M native context window and the official API exposing a 256K context window, while Ling-2.6-flash provides a native 256K context window capable of processing approximately 200,000 characters of long-form input. The models are designed for reliable long-range information retrieval, with no noticeable degradation whether information appears at the beginning, middle, or end of the context.

About

MiniMax M3 is an open-weight multimodal AI model designed for coding, agentic workflows, long-context reasoning, and complex automation tasks. The model combines frontier-level coding performance, native multimodal understanding, and a context window of up to 1 million tokens. MiniMax M3 uses MiniMax Sparse Attention to improve long-context efficiency while reducing compute requirements for large-scale inputs. It supports text, image, and video understanding, making it useful for workflows that combine code, documents, visual references, and tool-driven tasks. The model is built for repository-scale reasoning, software engineering, autonomous task execution, tool calling, and multi-step agent workflows. MiniMax M3 helps developers, AI teams, and enterprises build capable agents that can reason across large contexts and work with multimodal information.

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

AI developers and enterprise teams that need open long-context models for agent workflows, coding, knowledge management, and high-throughput language applications

Audience

MiniMax M3 is best suited for developers, AI engineers, coding assistant builders, enterprise automation teams, research teams, data teams, agent developers, and organizations that need open-weight AI for coding, long-context reasoning, multimodal understanding, tool use, repository analysis, and autonomous 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

$0.0028 per 1M tokens
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

Ant Group
Founded: 2014
China
developer.ant-ling.com/en/docs/models/ling/

Company Information

MiniMax
Founded: 2021
Singapore
www.minimax.io

Alternatives

Big Pickle

Big Pickle

OpenCode Zen

Alternatives

Big Pickle

Big Pickle

OpenCode Zen
Claude Fable 5

Claude Fable 5

Anthropic
Claude Fable 5

Claude Fable 5

Anthropic
Claude Opus 4.8

Claude Opus 4.8

Anthropic
Claude Mythos 5

Claude Mythos 5

Anthropic
MiniMax

MiniMax

MiniMax AI
MiniMax M1

MiniMax M1

MiniMax

Categories

Categories

Integrations

Claude Code
Hermes Agent
Kilo Code
OpenClaw
APIFree
Alibaba AI Coding Plan
Clawd.run
Cline
Factory Droid
Fireworks AI
MaxHermes
MiniMax Agent
MiniMax Code
Ollama
OpenAI
OpenRouter
Roo Code
Tabbit Browser
Together AI
Vision Agents

Integrations

Claude Code
Hermes Agent
Kilo Code
OpenClaw
APIFree
Alibaba AI Coding Plan
Clawd.run
Cline
Factory Droid
Fireworks AI
MaxHermes
MiniMax Agent
MiniMax Code
Ollama
OpenAI
OpenRouter
Roo Code
Tabbit Browser
Together AI
Vision Agents
Claim Ling 2.6 and update features and information
Claim Ling 2.6 and update features and information
Claim MiniMax M3 and update features and information
Claim MiniMax M3 and update features and information