Mercury Edit 2Inception
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Related Products
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About
Mercury Edit 2 is part of Inception Labs’ Mercury family of AI models, designed to perform high-speed reasoning, coding, and editing tasks using a fundamentally different architecture from traditional large language models. It builds on Mercury 2, a diffusion-based reasoning model that generates and refines entire outputs in parallel rather than producing text token by token, enabling significantly faster performance and more responsive editing workflows. Instead of acting like a sequential “typewriter,” the system behaves more like an editor, starting with a rough draft and iteratively improving it across multiple tokens at once, which allows for real-time interaction and rapid iteration in tasks such as code editing, content generation, and agent-based workflows. This architecture delivers throughput of up to around 1,000 tokens per second, making it several times faster than conventional models while maintaining competitive reasoning quality across benchmarks.
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About
Adversaries are successful because of how well they know your defenses. All the security tools you can buy are a part of their testing arsenal. But with Inception, your security teams create out-of-band defenses that can’t be used against you. Traditional approaches focus on applying outside insights into your environment. Most security teams are fast-following, checking lists of “bad things” in a type of retroactive whack-a-mole. Inception gives you visibility from the inside out instead. You understand what’s going on within your environment in relation to the outside world. Instead of triaging irrelevant noisy alerts, use Inception to focus on things that matter, whether they are anomalous, outright nefarious, or something in between. Inception seeks and scrutinizes novel signals in your environment and alerts you to problems that no one else has found. You can anticipate what’s to come, and stop it before it strikes.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Developers and AI teams who need ultra-fast, real-time AI for coding, editing, and agent workflows with low latency and high throughput
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Audience
Cybersecurity platform helping companies track their attackers
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$0.25 per 1M input tokens
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationInception
United States
www.inceptionlabs.ai/blog/introducing-mercury-edit-2
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Company InformationStairwell
Founded: 2019
United States
stairwell.com/product-inception-overview/
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Categories |
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Integrations
Cline
Cursor
ElevenLabs
Inception Labs
Kilo Code
LangChain
OpenClaw
OpenCode
Roo Code
Vapi AI
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Integrations
Cline
Cursor
ElevenLabs
Inception Labs
Kilo Code
LangChain
OpenClaw
OpenCode
Roo Code
Vapi AI
|
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