Ling 2.6

Ling 2.6

Ant Group
MiniMax M2.7

MiniMax M2.7

MiniMax
+
+

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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 M2.7 is an advanced AI model designed to enhance real-world productivity across coding, search, and office workflows. It is trained with reinforcement learning across numerous real-world environments, enabling it to handle complex, multi-step tasks effectively. The model excels in problem-solving by breaking down challenges before generating solutions across multiple programming languages. It delivers high-speed performance with rapid token generation, allowing tasks to be completed efficiently. With optimized reasoning and cost-effective pricing, it provides powerful capabilities while minimizing resource usage. It also achieves strong performance in software engineering benchmarks, reducing incident response time and improving development efficiency. Additionally, it supports advanced agentic workflows and professional-grade office tasks, making it highly versatile for modern work environments.

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

Developers, businesses, and professionals seeking a fast, cost-efficient AI model for coding, automation, and advanced productivity 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

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Categories

Categories

Integrations

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

Integrations

Claude Code
Hermes Agent
Kilo Code
OpenClaw
APIFree
Alibaba AI Coding Plan
BLACKBOX AI
Clawd.run
Cline
Factory Droid
Fireworks AI
MiniMax Agent
Ollama
OpenAI
OpenRouter
Pi Agent
Roo Code
Tabbit Browser
Together AI
Claim Ling 2.6 and update features and information
Claim Ling 2.6 and update features and information
Claim MiniMax M2.7 and update features and information
Claim MiniMax M2.7 and update features and information