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What Made It VS CloudLinux

Compare What Made It VS CloudLinux and see what are their differences

What Made It

Evidence-first AI detection for images, PDFs, and digital media. Inspect multi-channel forensic signals, C2PA Content Credentials, and metadata with transparent limitations.

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CloudLinux

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

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Pricing
Open source
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Bluebox.ai
Bluebox gives coding agents the production context they are missing. It briefs your agent with live runtime behavior before a change, investigates incidents, explains likely root cause, and returns a GitHub issue you review. Free to start. sponsored
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Base details

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

What Made It
CloudLinux
Website whatmadeit.com cloudlinux.com
Pricing
Official pricing
Open source
Platforms
Google Chrome Safari Web iOS +1
—
Company 2026 —
Listed in
AI Detection Content Moderation Image Recognition AI Video Moderation Image Moderation +3
Hosting Web Hosting Cloud Hosting VPS Hosting +1

About What Made It and CloudLinux

In their own words, as submitted to SaaSHub.

What Made It
CloudLinux

Evidence-First AI Content Authenticity & Digital Provenance Most AI detectors act as black boxes: you upload an image, and they return a single, unverified percentage. When models disagree or when images are compressed by social media, users are left guessing. What Made It? takes a forensic...

Read more about What Made It

No description of CloudLinux yet.

Features and specs

What each product offers, as listed by its team.

What Made It 5 features
CloudLinux 5 features
  • Multi-Signal Evidence
    Evaluates visual diffusion patterns, container metadata, and C2PA credentials independently instead of a single black-box score.
  • Data Privacy & Security
    Zero file retention. Uploaded files are processed in ephemeral encrypted pipelines, immediately discarded, and never used to train AI.
  • C2PA Provenance Forensics
    Cryptographic manifest inspection verifying authentic camera hardware signatures (Leica, Sony) vs. AI generators (DALL·E, Midjourney).
  • Client-Side Tools
    100% private browser tools for PDF document tampering, frame-by-frame video deepfake checks, and EXIF metadata extraction.
  • Supported Formats & Pricing
    JPEG, PNG, WebP, PDF documents. Freemium with 3 free scans per day (no signup required) and Pro plan at $19/month.
  • 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.

What Made It
CloudLinux

No analysis of What Made It 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.

What Made It 0 videos + Add
CloudLinux 3 videos + Add

No What Made It videos yet. You could help us improve this page by suggesting one.

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
What Made It
CloudLinux
100% 100%
Image Recognition
0% 0%
0% 0%
Cloud Hosting
100% 100%
100% 100%
Content Moderation
0% 0%
0% 0%
Web Hosting
100% 100%

Questions & Answers

As answered by people managing What Made It and CloudLinux.

What makes your product unique?

What Made It's answer

What Made It? is built on an evidence-first, transparent philosophy. Unlike typical AI detectors that act as black boxes spitting out a single untrusted percentage, What Made It? evaluates three independent evidence channels separately: visual diffusion micro-patterns, container EXIF/XMP metadata, and cryptographic C2PA Content Credentials. Furthermore, it provides dedicated 100% private, client-side browser tools that execute directly on your device with zero file uploads.

Why should a person choose your product over its competitors?

What Made It's answer

  1. Consensus Over Guesswork: We cross-examine signals across multiple independent model architectures to eliminate single-detector false positives.
  2. Uncompromising Privacy: Files are processed through ephemeral encrypted pipelines and immediately discarded — never retained, sold, or used to train AI models.
  3. Hardware-Level Provenance: We inspect C2PA manifests to verify authentic hardware camera signatures (Leica, Sony, Nikon) versus AI generator assertions (DALL·E, Midjourney, Firefly).
  4. Multimodal & Document Integrity: Beyond images, we inspect PDF contracts for internal revision tampering and video clips for frame-by-frame deepfake flickering.

How would you describe the primary audience of your product?

What Made It's answer

Our primary audience includes: - Journalists, fact-checkers, and OSINT researchers verifying viral media and synthetic deepfakes. - Legal, HR, and compliance professionals auditing contracts, invoices, and resumes for digital alterations. - Photographers, digital artists, and publishers proving authentic camera capture and protecting copyright provenance. - Privacy-conscious professionals who require rigorous digital authenticity checks without uploading sensitive files to external servers.

What's the story behind your product?

What Made It's answer

As generative AI exploded, content verification became an opaque guessing game dominated by proprietary black-box detectors that frequently contradicted one another with no explanation. We founded What Made It? on a foundational principle: a conclusion is useful only when you can inspect how it was reached. We set out to build an open, verifiable evidence platform that separates visual signals from file metadata and cryptographic provenance, delivering clarity rather than false certainty.

Which are the primary technologies used for building your product?

What Made It's answer

  • Cloudflare Workers & Global Edge Runtime for ultra-low latency, zero-retention data processing.
  • Next.js & React with client-side Web Workers and WebAssembly for private, on-device container parsing.
  • C2PA (Coalition for Content Provenance and Authenticity) cryptographic manifest decoders and X.509 certificate validators.
  • Multi-model deep learning ensembles for diffusion artifact detection and video temporal frame analysis.

Who are some of the biggest customers of your product?

What Made It's answer

  • Independent investigative journalists and fact-checking newsrooms
  • Legal and compliance teams verifying digital contracts and invoices
  • Professional photographers and media agencies adopting C2PA hardware credentials
  • OSINT researchers and forensic media analysts
  • Privacy-first creative agencies and freelance professionals

User comments

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