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Incredible AI VS CloudLinux

Compare Incredible AI VS CloudLinux and see what are their differences

Incredible AI

Control your computer with Voice. Incredible is a AI that does tasks on your computer. It clicks and types in your browser, files and apps, exactly like you do. The busywork gets done while you do something else.

Rating
5.0 · 1 review
Pricing
Freemium Free trial $25 / Monthly (Starter)
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Alternatives Is it good?
CloudLinux

Making Linux secure, stable, and profitable for thousands of hosting providers and data centers worldwide.

Rating
0 reviews
Pricing
Open source
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Alternatives Is it good?
Zoviz
Zoviz: Professional Logos, Perfectly Personalized Your Brand. Your Story sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Base details

Website, pricing, platforms and company facts side by side.

Incredible AI
CloudLinux
Website incredible.one cloudlinux.com
Pricing
Freemium Free trial $25 / Monthly (Starter) Official pricing
Open source
Company Startup from Sweden · 10 - 19 employees · 2026 —
Listed in
Personal Assistant Voice Assistant AI Assistant AI Voice AI Dictation Productivity AI AI Chatbots AI Agents AI Tools +7
Hosting Web Hosting Cloud Hosting VPS Hosting +1

About Incredible AI and CloudLinux

In their own words, as submitted to SaaSHub.

Incredible AI
CloudLinux

Incredible is an AI voice assistant for Mac and Windows that does tasks, not just answers. Hold one key and say what you need. It sees what's on your screen and works in your own Chrome or Edge, 1,000+ connected apps and your files: it replies to the email, fills in the form, updates the sheet....

Read more about Incredible AI

No description of CloudLinux yet.

Features and specs

What each product offers, as listed by its team.

Incredible AI 6 features
CloudLinux 5 features
  • Voice Control
    Hold a key and speak to Incredible
  • Browser use
    Incredible uses your browser to click, type, and navigate.
  • Apps & MCP
    Speak to over 1,000 apps & custom MCP
  • File Support
    Incredible reads, edits and creates your 6 files
  • Autopilot
    Schedule tasks automatically with Autopilot
  • Dictation
    Dictate into any app
  • Enhanced Server Stability
    CloudLinux uses its lightweight virtualization technology (LVE) to isolate each tenant on a shared hosting server, preventing any single user from consuming excessive resources and crashing the server for everyone else. This ensures consistent uptime and performance.
  • Improved Security with HardenedPHP and KernelCare
    CloudLinux offers HardenedPHP, which patches old and unsupported PHP versions against known vulnerabilities, and KernelCare, which provides live kernel patching without requiring server reboots. These features significantly enhance server security posture.
  • Resource Limit Management
    Administrators can set granular resource limits (CPU, memory, I/O, number of processes, etc.) per user account using LVE Manager. This makes it easy to manage shared hosting environments and ensure fair resource distribution among tenants.
  • CageFS File System Virtualization
    CageFS creates a virtualized file system for each user, preventing them from seeing other users on the server, viewing sensitive configuration files, or exploiting server vulnerabilities. This adds an important layer of isolation and security.
  • Wide Compatibility with Hosting Panels
    CloudLinux integrates seamlessly with popular hosting control panels such as cPanel, Plesk, and DirectAdmin, making it straightforward for hosting providers to adopt without overhauling their existing infrastructure or workflows.

Possible disadvantages

  • Additional Licensing Cost
    CloudLinux requires a paid monthly or annual license on top of the base server cost. For smaller hosting providers or individual server owners, this additional expense can add up and may not always be justifiable compared to free alternatives.
  • Limited to CentOS/RHEL-Based Systems
    CloudLinux is built on top of RHEL/CentOS and does not support other Linux distributions like Ubuntu or Debian. This limits its adoption for hosting providers who prefer or already run non-RHEL-based environments.
  • Learning Curve for Configuration
    While CloudLinux provides powerful resource management tools, properly configuring LVE limits, CageFS, PHP Selector, and other features requires a solid understanding of the platform. Misconfiguration can lead to users being unnecessarily restricted or resources being poorly allocated.
  • Potential Performance Overhead
    The additional layers of virtualization, resource monitoring, and file system isolation introduced by CloudLinux can impose a slight performance overhead on the server compared to running a bare, unmodified Linux distribution without these controls.
  • Dependency on CloudLinux Ecosystem
    Adopting CloudLinux means relying on their ecosystem for kernel updates, PHP patches, and security fixes. If the company experiences delays in releasing patches or changes its pricing/licensing model, hosting providers may find themselves locked into a dependency that is difficult to migrate away from.

Analysis

An editorial look at what each product does well and who it suits.

Incredible AI
CloudLinux

No analysis of Incredible AI yet.

Overall verdict

  • CloudLinux is a well-regarded, mature Linux OS distribution and toolset specifically designed for shared hosting and multi-tenant server environments, offering strong isolation, resource management, and security features that make it a solid choice for hosting providers.

Why this product is good

  • Provides LVE (Lightweight Virtual Environment) technology for per-tenant resource isolation, preventing 'bad neighbor' effects on shared servers
  • Enhances server stability and security by isolating users so that one account's issues (crashes, resource spikes) don't affect others
  • Offers extended lifecycle support (longer than standard CentOS/RHEL support windows), which is valuable for legacy systems
  • Includes tools like CloudLinux OS Shield, Imunify360 integration, and hardened kernel options for improved security
  • Compatible with popular control panels like cPanel and Plesk, making it easy to integrate into existing hosting stacks
  • Backed by an established company with a long track record in the hosting industry and responsive support
  • Offers granular control over CPU, memory, I/O, and other resources per user account
  • Provides PHP Selector and multiple PHP version support, useful for hosting providers serving diverse client needs

Recommended for

  • Web hosting companies running shared or reseller hosting environments
  • Hosting providers needing to isolate customer accounts on the same physical server
  • Businesses requiring extended OS support lifecycles beyond standard RHEL/CentOS EOL dates
  • Enterprises using cPanel or Plesk that want tighter security and resource control
  • Hosting companies looking to reduce support tickets caused by noisy-neighbor resource contention
  • IT teams managing multi-tenant infrastructure who need governance and monitoring tools built into the OS layer

Videos

Walkthroughs and reviews on video.

Incredible AI 3 videos + Add
CloudLinux 3 videos + Add

Incredible Product Video

More videos

  • - Meta Muse is an INCREDIBLE AI agent
  • - GPT‑6 Astra Reviews 2026 - Incredible AI or Just Incredible Hype?

When To Use Cloudlinux On Your Virtual Private Server (VPS)

More videos

  • - CloudLinux OS+ in a minute: Explore Features
  • - How CloudLinux Plans to Keep CentOS 6 Alive

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Incredible AI
CloudLinux
100% 100%
AI Assistant
0% 0%
0% 0%
Hosting
100% 100%
100% 100%
Productivity
0% 0%
0% 0%
Cloud Hosting
100% 100%

Questions & Answers

As answered by people managing Incredible AI and CloudLinux.

What makes your product unique?

Incredible AI's answer

Incredible works at the level you already work at: the screen. You hold one key, say what you want in plain language, and it does the task in your browser, your files and your apps, clicking and typing exactly where you would. Because it operates the way a person does, there are no API integrations to build, so it works on the software you have today, including older enterprise systems. And it stays under your control: it shows you what it is about to do before anything is sent.

Why should a person choose your product over its competitors?

Incredible AI's answer

Most voice tools stop at dictation, and most AI agents live in a chat window. Incredible actually finishes the task on your computer. It is context aware, so you can say "reply to this" about the email in front of you, and it works across any app, not just the ones with a connector. You see and approve every important step before it happens. It is a desktop app for Mac and Windows, SOC 2 Type 2 audited and GDPR compliant, with no training on your data.

How would you describe the primary audience of your product?

Incredible AI's answer

Anyone whose week is full of repetitive computer work: salespeople updating the CRM, recruiters screening resumes, operations teams filing receipts, founders moving between ten tools. It fits people who don't want to learn a new system, they just want the work done in the tools they already use, and that includes teams in industries that have been slow to adopt AI.

What's the story behind your product?

Incredible AI's answer

It started with a payroll run. One Saturday evening, tired of doing yet another one by hand, we asked why we couldn't just build an AI that does it for us. We could, and that first demo grew into a personal assistant we showed on stage in Jönköping in 2023, and later into Incredible. Since then we've won Sweden's national SKAPA Talent Award, raised our pre-seed from Spintop Ventures and Starbright Invest, and in 2026 we were Product of the Day here on Product Hunt.

Which are the primary technologies used for building your product?

Incredible AI's answer

Incredible is a native desktop app for macOS and Windows built on large language models, with speech recognition for the voice input and interface-level automation, meaning it reads the screen and clicks and types the way a person does. A connector layer gives it direct access to more than 3,000 apps, and anything without a connector it works through your browser.

Who are some of the biggest customers of your product?

Incredible AI's answer

  • CellMark, the global supply chain company, which uses Incredible across its offices in Sweden, France and the United States
  • Proguard: Proguard is a security company in San Francisco that uses it for administrative work

User comments

Share your experience with using Incredible AI and CloudLinux. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Incredible AI 5.0 · 1 review
CloudLinux no reviews yet
  • The voice assistant that actually does the work
    SaaSHub review
    · Oct 2026

    I run Incredible, so take that for what it's worth, but this is the tool I use every day on my own Mac. I talk, it does the work. It opens apps, moves files, fills forms, drives the browser and handles the boring...

We have no reviews of CloudLinux yet. Be the first one to post

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