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What is Stairwell?

Adversaries succeed mainly because they possess a profound insight into your security protocols. They often utilize various security tools available in the industry to assess and test your defenses. With the implementation of Inception, however, your security team can create out-of-band strategies that are impervious to exploitation. Conventional security approaches often depend on outside information to analyze your infrastructure, leaving many teams perpetually reactive, tackling a list of known threats in a manner reminiscent of whack-a-mole. In contrast, Inception provides an internal perspective that allows you to gain a thorough understanding of your environment in relation to external risks. Instead of wading through a flood of irrelevant alerts, Inception enables you to focus on critical issues, whether they are atypical, harmful, or somewhere in between. The platform is designed to actively search for and scrutinize unique signals present in your environment, alerting you to potential threats that might otherwise go unnoticed. This forward-thinking methodology not only bolsters your security stance but also empowers you to foresee and neutralize potential attacks before they can inflict damage. By utilizing Inception, your organization is better equipped to maintain an advantage over possible intruders, ensuring a more secure operational environment. Ultimately, this strategic shift can lead to a more resilient and adaptive security framework.

What is Mercury 2.5?

Mercury 2.5 exemplifies the ultimate achievement in production models from Inception, showcasing a significant quality improvement over its predecessor, Mercury 2, while maintaining an outstanding low-latency performance. This model is recognized as the most sophisticated diffusion language model currently on the market and is claimed by Inception to be the largest diffusion LLM ever created. With a remarkable 40% increase in intelligence compared to Mercury 2, its capabilities closely mirror those of economical frontier models such as GPT-5.6 Luna (Low), Gemini 3.5 Flash-Lite, and Claude Haiku 4.5. It features an impressive generation rate of 1,107 tokens per second on widely used NVIDIA GPUs and can handle a substantial 260K-token context window. Among its many attributes are customizable reasoning abilities, concurrent tool executions, and JSON compatibility with schemas. Designed specifically for tasks sensitive to latency, it excels in environments that require multiple model calls during one interaction. In various applications, including search agents and RAG pipelines, Mercury 2.5 performs exceptionally well in activities such as planning, query rewriting, re-ranking, fact structuring, source summarization, and answer verification. This efficiency ensures swift response times, making it a vital asset for developers aiming to enhance their workflow productivity. As technology continues to evolve, models like Mercury 2.5 will likely set new benchmarks in the industry.

Media

Media

Integrations Supported

JSON

Integrations Supported

JSON

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

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

Stairwell

Date Founded

2019

Company Location

United States

Company Website

stairwell.com/product-inception-overview/

Company Facts

Organization Name

Inception

Company Location

United States

Company Website

www.inceptionlabs.ai/blog/introducing-mercury-2-5

Categories and Features

Cybersecurity

AI / Machine Learning
Behavioral Analytics
Endpoint Management
IOC Verification
Incident Management
Tokenization
Vulnerability Scanning
Whitelisting / Blacklisting

Categories and Features

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