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What is Mercury Edit 2?

Mercury Edit 2 is an advanced AI model developed by Inception Labs, forming part of the Mercury suite, and is designed for efficient reasoning, coding, and editing through a unique architecture that diverges from standard large language models. This model improves upon the capabilities of Mercury 2, a diffusion-based system that can produce and enhance entire outputs at once, as opposed to the traditional approach of generating text token by token, resulting in significantly faster processing and more flexible editing. Rather than serving as a straightforward "typewriter," it functions as a responsive editor, starting with an initial draft and progressively refining it across multiple tokens in tandem, which allows for immediate interaction and rapid iterations in various areas, including code refinement, content generation, and agent-oriented tasks. With a remarkable throughput of nearly 1,000 tokens per second, this framework greatly exceeds the performance of conventional models while maintaining strong reasoning capabilities across a variety of benchmarks. Its innovative structure not only changes how users engage with AI but also establishes a new benchmark for excellence within the realm of artificial intelligence, pushing the boundaries of what is possible in this rapidly evolving field. As a result, it opens up new avenues for creativity and productivity that were previously unattainable.

What is Kimi K2 Thinking?

Kimi K2 Thinking is an advanced open-source reasoning model developed by Moonshot AI, specifically designed for complex, multi-step workflows where it adeptly merges chain-of-thought reasoning with the use of tools across various sequential tasks. It utilizes a state-of-the-art mixture-of-experts architecture, encompassing an impressive total of 1 trillion parameters, though only approximately 32 billion parameters are engaged during each inference, which boosts efficiency while retaining substantial capability. The model supports a context window of up to 256,000 tokens, enabling it to handle extraordinarily lengthy inputs and reasoning sequences without losing coherence. Furthermore, it incorporates native INT4 quantization, which dramatically reduces inference latency and memory usage while maintaining high performance. Tailored for agentic workflows, Kimi K2 Thinking can autonomously trigger external tools, managing sequential logic steps that typically involve around 200-300 tool calls in a single chain while ensuring consistent reasoning throughout the entire process. Its strong architecture positions it as an optimal solution for intricate reasoning challenges that demand both depth and efficiency, making it a valuable asset in various applications. Overall, Kimi K2 Thinking stands out for its ability to integrate complex reasoning and tool use seamlessly.

Media

Media

Integrations Supported

OpenClaw
Cursor
ElevenLabs
GPT-5
GPT-5.1
GPT-5.1 Instant
GPT-5.1 Pro
GPT-5.1 Thinking
GPT-5.2 Instant
GPT-5.2 Thinking
GPT-5.3 Instant
GPT-5.4
GPT-5.4 mini
GPT-5.4 nano
GPT‑5.4 Thinking
Inception Labs
LangChain
OpenCode
Shiori
Zed

Integrations Supported

OpenClaw
Cursor
ElevenLabs
GPT-5
GPT-5.1
GPT-5.1 Instant
GPT-5.1 Pro
GPT-5.1 Thinking
GPT-5.2 Instant
GPT-5.2 Thinking
GPT-5.3 Instant
GPT-5.4
GPT-5.4 mini
GPT-5.4 nano
GPT‑5.4 Thinking
Inception Labs
LangChain
OpenCode
Shiori
Zed

API Availability

Has API

API Availability

Has API

Pricing Information

$0.25 per 1M input tokens
Free Trial Offered?
Free Version

Pricing Information

Free
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

Inception

Company Location

United States

Company Website

www.inceptionlabs.ai/blog/introducing-mercury-edit-2

Company Facts

Organization Name

Moonshot AI

Date Founded

2023

Company Location

United States

Company Website

moonshotai.github.io/Kimi-K2/thinking.html

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