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What is Ling 2.6 Flash?

The Ling 2.6 Flash is the latest and most cost-effective member of the Ling series, featuring a Mixture of Experts architecture that boasts 104 billion parameters, with 7.4 billion of these actively utilized. Designed to achieve an optimal balance between inference speed and resource costs, this model excels in various applications that require robust reasoning, high throughput, and efficient deployment. Its MoE framework allows the model to engage only the most relevant expert subnetworks for each token, thereby significantly lowering the computational burden while still leveraging the model's extensive capacity. With a native context window of 256K, Ling 2.6 Flash can process approximately 200,000 characters of lengthy input, effectively retrieving essential long-range information no matter where it appears in the context. Additionally, its benchmark performance competes with or even surpasses that of dense models with 40 billion parameters, showcasing its strong position within the AI landscape. This combination of efficiency and high performance positions the Ling 2.6 Flash as a compelling choice for developers who desire sophisticated capabilities without placing undue strain on their resources. As technology continues to evolve, the Ling 2.6 Flash stands out as a prime candidate for future innovations in artificial intelligence.

What is GPT-4.1 nano?

GPT-4.1 nano is a highly efficient, smaller-scale version of the GPT-4.1 model, built for high-speed, low-cost AI applications. It retains the core capabilities of the GPT-4.1 series, including support for a 1 million token context window, but with optimized performance for tasks like classification, search, and autocompletion. Designed to be both affordable and fast, GPT-4.1 nano is perfect for developers and businesses looking for a quick, reliable AI solution that minimizes latency and operational costs.

Media

Media

Integrations Supported

BLACKBOX AI
Claude Code
Devin Desktop
GPT-4.1
GPT-4.1 mini
GitHub Copilot
HTML
Hermes Agent
Kilo Code
Microsoft Foundry
Microsoft Foundry Models
OpenAI
OpenClaw
OpenRouter
Qodo
Snowflake
Snowflake Cortex AI
T3 Chat
ZenMux

Integrations Supported

BLACKBOX AI
Claude Code
Devin Desktop
GPT-4.1
GPT-4.1 mini
GitHub Copilot
HTML
Hermes Agent
Kilo Code
Microsoft Foundry
Microsoft Foundry Models
OpenAI
OpenClaw
OpenRouter
Qodo
Snowflake
Snowflake Cortex AI
T3 Chat
ZenMux

API Availability

Has API

API Availability

Has API

Pricing Information

$0.00037 per 1M tokens
Free Trial Offered?
Free Version

Pricing Information

$0.10 per 1M tokens (input)
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Ant Group

Date Founded

2014

Company Location

China

Company Website

developer.ant-ling.com/en/docs/models/ling/

Company Facts

Organization Name

OpenAI

Date Founded

2015

Company Location

United States

Company Website

openai.com/index/gpt-4-1/

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