Information Density: OpenStack – Signal Evidence & AI Readability

OpenStack

(https://openstack.org) 📸 Data Snapshot: May 31, 2026
Information Density — The Lens

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Info Density Power-words vs. Substance ratio.
27 Impact Weight: 30 / 100
90% Reputation

The site exhibits high information density, favoring specific nouns and numbers over power words. Substance is verified through metrics such as 40 Million plus cores globally and 170,000 cores specifically for Walmart ecommerce. Technical specificity is maintained by naming supported languages like Go, Python, Ruby, and Java rather than just claiming developer-friendly features.

Information Density is read straight from the body copy: how much of the text carries grounded, checkable substance versus hollow filler. Below is the clean text the engine analyzed, then the industry’s known generic-claim patterns to weigh it against.

📝 The Narrative — clean text per page (the substance-vs-filler signal)
HOMEPAGE (https://openstack.org) Open Source Cloud Computing Infrastructure – OpenStack
[IMG: Cloud Infrastructure Diagram]
[H2] Cloud Infrastructure for Virtual Machines, Bare Metal, and Containers
Openstack controls large pools of compute, storage, and networking resources, all managed through APIs or a dashboard.Beyond standard infrastructure-as-a-service functionality, additional components provide orchestration, fault management and service management amongst other services to ensure high availability of user applications.READ MORE
[IMG: On-Premises]
[H2] On-Premises
Host your cloud infrastructure internally or find an OpenStack partner in the Marketplace
[IMG: Public Cloud]
[H2] Public Cloud
Leverage one of the 180+ OpenStack powered public cloud data centers
[IMG: At the Edge]
[H2] At the Edge
Telecoms and retailers rely on OpenStack for their distributed systems
[H2] Latest Release: OpenStack 2026.1 ‘Gazpacho’
[IMG: Gazpacho]
LATEST RELEASE: GazpachoUNDER DEVELOPMENT: HIBISCUS
[H2] Marketplace Spotlight
The OpenStack Marketplace is filled with experts working across industries, use cases, and regions to help your organization achieve your goals.
[IMG: Animbus Remotely Managed Private Cloud]
Animbus Remotely Managed Private Cloud offers a pay-as-you-go model cloud service in an isolated infrastructure to our clients. With our managed services, you are able to focus on your main business without worrying about your cloud infrastructure.LEARN MORE
[H2] OpenInfra Foundation Member Spotlight
Rackspace Technology (NYSE: RXT) is a leading end-to-end multicloud technology services company.
[IMG: Rackspace]
We can design, build, and operate our customers’ cloud environments across all major technology platforms, irrespective of technology stack or deployment model. We partner with our customers at every stage of their cloud journey, enabling them to modernize applications, build new products and adopt innovative technologies.LEARN MORE
[H2] The World Runs on OpenStack
OpenStack is trusted to manage 40 Million+ cores around the world, across dozens of industries.
[IMG: Blizzard Entertainment]
[H2] Blizzard Entertainment
Video game developer, Blizzard Entertainment, implements OpenStack autoscaling to support running video games, like best-selling game Overwatch, in the cloud.WATCH VIDEO
[IMG: Walmart]
[H2] Walmart
Walmart is the largest company in the world with 11,000 stores and over 80 million monthly website visitors. To manage e-commerce, including peak shopping times like Black Friday, Walmart relies on its OpenStack cloud with over 170,000 cores in more than 30 regions.READ MORE
[IMG: China Mobile]
[H2] China Mobile
China Mobile’s telecom network has more than 800 million subscribers and 3 million base stations. China Mobile is now building up the biggest NFV network based on OpenStack with more than 50,000 servers in the network. Read MoreSEE MORE CASE STUDIES
[IMG: OpenInfra Foundation Logo]
OpenStack is a top - level open infrastructure project supported by the OpenInfra Foundation
[H3] Subscribe to News About OpenStack
Stay up to date on OpenStack and the Open Infrastructure community.
3063 chars
SUB-PAGE (https://openstack.org/software/)
[H1] Software
[IMG: Bullet 1]
[H3] What is OpenStack?
OpenStack is a cloud operating system that controls large pools of compute, storage, and networking resources throughout a datacenter, all managed and provisioned through APIs with common authentication mechanisms.
Dashboards are also available, giving administrators control while empowering their users to provision resources through a web interface. There are OpenStack CLI tools and SDKs giving operators the flexibility to create OpenStack cloud applications in the language of their choice. Supported languages include Go, Python, Ruby, and Java.
Beyond standard infrastructure-as-a-service functionality, additional components provide orchestration, fault management and service management amongst other services to provide operators flexibility to customize their infrastructure and ensure high availability of user applications.
Read more about our vision for OpenStack clouds
[IMG: OpenStack Cloud Software]

[IMG: Bullet 2]
[H3] The Openstack Landscape
OpenStack’s modular framework allows you to identify and deploy components depending on your needs. The OpenStack map gives you a high level overview of the OpenStack landscape to see where those services fit and how they can work together.
Download the OpenStack Map
[IMG: OpenStack Cloud landscape map]

[H3] Browse the OpenStack Landscape
[IMG: OpenStack Components icon]
OpenStack ComponentsOpenStack has composable components that allow organizations to adapt their environment to their needs.View these projects
[IMG: Client Tools icon]
Client ToolsThere are tools and libraries covering multiple languages to enable interaction with OpenStack APIs. View these projects
[IMG: Deployment Tools icon]
Deployment ToolsTools and recipes that deployers may choose to help them deploy and maintain the lifecycle of their OpenStack deployment.View these projects
[IMG: Bullet 3]
[H3] OpenStack Case Studies
Explore OpenStack case studies and real-world reference architectures across industries and workloads. Each configuration will give you a good idea of the cultural and technical requirements for specific workloads.
See Case Studies
[IMG: Bullet 4]
[H3] The OpenStack Marketplace
If you're looking for an OpenStack partner offering products and services such as Distributions, Public Clouds, Private Cloud as a Service, Consultants,Training, or other related services,check out the OpenStack Marketplace.
Visit the Marketplace
[H3] Subscribe to News About OpenStack
Stay up to date on OpenStack and the Open Infrastructure community.
2564 chars
SUB-PAGE (https://openstack.org/marketplace/remotely-managed-private-clouds/) Remotely Managed OpenStack Private Cloud
[IMG: Canonical_small_logo]

[H4]
Canonical’s Managed OpenStack

Host applications in your own data center, while outsourcing cloud infrastructure operations and maintenance. Our experts provide 247 monitoring, incidentproblem management, capacity planning, and recurring procedures, like upgrades.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Mirantis_small_logo]

[H4]
Mirantis OpenStack for K8s with OpsCare Plus

Mirantis OpsCare Plus managed services enable you to focus on your business while we focus on OpenStack. Our unique delivery model includes operational and SLA monitoring, automated deployment, scaling, failover, and CICD for Infrastructure as Code

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Rackspace_small_logo]

[H4]
Rackspace OpenStack Private Cloud

Rackspace Technology delivers automated, upgradable, and fully managed OpenStack clouds based on pure upstream code in data centers all over the world and provide integrations with other open-source technologies including Kubernetes.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: VEXXHOST, Inc._small_logo]

[H4]
VEXXHOST Enterprise Grade Private Cloud

Limitations aren’t something our clients have to worry about. Users have the option of bare-metal, virtual machines & containers all in one environment. Open source also means a fully managed solution, no vendor lock-in and significant cost savings.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Cloudification_small_logo]

[H4]
c12n private Cloud by Cloudification

Our private & edge cloud platform leverages OpenStack, Kubernetes and Ceph together with an end-to-end GitOps automation. We take care of all operations, upgrades and scaling for you. c12n features include: LBaaS, KaaS, vGPU, Live migration and more.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: EasyStack_small_logo]

[H4]
ESCaaS

ESCaaS provides remotely managed private cloud that combine enterprise-level private cloud secure and public cloud on-demand character and reliability. With one unified platform both physical isolated and virtual resource can be managed.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Cloud & Heat_small_logo]

[H4]
Cloud&Heat digital infrastructures

Set of solutions to support customers in setting up and operating their digital infrastructure. The company delivers rack-based complete solutions infrastructure, hardware, cloud, operations as well as customizes packages for specific needs.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Taikun Cloud_small_logo]

[H4]
Taikun OCP

Taikun OCP, powered by OpenStack, provides a scalable, open-source cloud infrastructure as a service for all business sizes. It offers comprehensive computing, storage, and networking management, ensuring security, reliability, and performance.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: OKESTRO_small_logo]

[H4]
OKESTRO Contrabass

Proven at large-scale private cloud deployments for public, financial, and private sectors, CONTRABASS offers a highly flexible and scalable server virtualization platform underpinned by innovative technology.
Details

[IMG: Ultimum Technologies a.s._small_logo]

[H4]
Ultimum’s Managed OpenStack

Ultimum OpenStack provides a complete IaaS solution. The platform is based on stable and tested OpenStack version and includes multiple SDN backends and complex monitoring system.
Details

[IMG: Cleura_small_logo]

[H4]
Cleura Private Cloud

We offer a turnkey solution for anyone needing a complete OpenStack-based cloud without all the hard work. We’ll build your cloud using the same components as in our Public Cloud and hand over the keys to your own cloud management system.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: DevStack_small_logo]

[H4]
DS Remote

DS Remote services purpose is for coherent usability regardless of system management such as maintenance, supporting, updating, availability and etc.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Fairbanks_small_logo]

[H4]
Managed Services

Fairbanks delivers and manages sovereign private clouds using Talos Linux, OpenStack, Kubernetes and Ceph. We provide 24x7 support, monitoring, and management, ensuring high availability, scalability, and continuous updates.
Details

[IMG: Sardina Systems_small_logo]

[H4]
FishOS

FishOS is an award-winning cloud management platform integrating OpenStack, Kubernetes, and Ceph with 11 unique components for fully automated operations, including AI-powered FishOS Workload Manager and Health Monitoring services.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[H3] OpenStack Online Help

Get Certified

Use Cases

Open Infrastructure Summit

Technical Publications

Ecosystem News

OpenStack TCO Calculator by Mirantis

Does your company offer remotely managed private clouds for OpenStack? Be listed here!Email us for details or put some time on our calendar to meet remotely.
5308 chars
SUB-PAGE (https://openstack.org/marketplace/public-clouds/) Get Started with an OpenStack Public Cloud
[IMG: Infomaniak_small_logo]

[H4]
Infomaniak Public Cloud

Infomaniak Public Cloud is a High Performance OpenStack IaaS solution in Switzerland, at the right price.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: China Telecom_small_logo]

[H4]
CT Cloud Platform

CT Cloud Platform provides stable, scalable cloud service based on OpenStack, combined with telecom features and enhanced end-user service delivery. CT Cloud Platform is focused on Cloud+Network Integration technology for large scale cloud.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Elastx AB_small_logo]

[H4]
OpenStack IaaS

With our OpenStack you get access to three Availablity Zones where you are in full control of all your resources, this is Infrastructure as a Service. We support standard API:s and charge per minute.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: NETWAYS Managed Services GmbH_small_logo]

[H4]
NETWAYS Cloud

Cloud services for your whole infrastructure stack, ranging from load balancers, subnets and security policies to Cloud VMs, S3 and Block Storage as well as Managed Kubernetes and Database offerings.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Sharktech_small_logo]

[H4]
Sharktech Cloud Services

Public, Dedicated and Private Cloud Solutions instantly available on an easy-to-manage platform. Our Cloud infrastructure is built on resilient and optimized infrastructure providing our customers a scalable, reliable, and cost-effective solution.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Cloud & Heat_small_logo]

[H4]
Cloud&Heat cloud services

Cloud services Infrastructure as a Service and Managed Kubernetes based on open source software and focused on delivering a personalized support to the customers.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: SQUILD_small_logo]

[H4]
sqCloud

Dedicated and Private Cloud — instantly available, scalable, and secure. Easy to manage, cost-efficient, and backed by personal support from our experienced team.
Details

[IMG: Rackspace_small_logo]

[H4]
Rackspace Public Cloud

Apps and sites run better on our high-performance cloud Whether you’re building a corporate website or a demanding application, our public cloud can power your most critical workloads.
Details

[IMG: OVHcloud_small_logo]

[H4]
OVH Public Cloud

Large public cloud built on 8 regions, our catalog starts from small and cheap instances and go to very large instances with dedicated resources. Our instances provides high performances and benefit from a trans-region private network.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Deutsche Telekom_small_logo]

[H4]
Open Telekom Cloud

Open Telekom Cloud is an international large-scale public OpenStack Powered Platform from Deutsche Telekom supported and operated by T-Systems out of Europe. It has been designed for simplicity, security, compliance, affordability and openness.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: China Unicom_small_logo]

[H4]
China Unicom Cloud

China Unicom Cloud is founded by China Unicom to operate IDC and cloud computing business over China, has been developed to support the projects from 100+ central enterprises and meet the needs of 200,000+ SME customers.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Safespring_small_logo]

[H4]
Nordic public Cloud Platform

A high-performance IaaS hosted on Nordic datacenters, secure, and EU-compliant cloud service built on OpenStack, designed for organisations with strict data protection requirements.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: DevStack_small_logo]

[H4]
DS Public

DS Public cloud distro OpenStack Powered cloud system with the first in South Korea. By using GPU, we improve processing speed of Cloud system dramatically, and prove our technical skills through successful cooperation with many agency.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Taikun Cloud_small_logo]

[H4]
Taikun OCP

Taikun OCP, powered by OpenStack, provides a scalable, open-source cloud infrastructure as a service for all business sizes. It offers comprehensive computing, storage, and networking management, ensuring security, reliability, and performance.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: VEXXHOST, Inc._small_logo]

[H4]
VEXXHOST Public Cloud

VEXXHOST is an established hosting company specialized in providing public cloud computing services that are delivered using the OpenStack projects. All the services are designed with performance, reliability and security as the core features.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[IMG: Rackspace_small_logo]

[H4]
Rackspace OpenStack Flex

Rackspace OpenStack Flex is an enterprise-grade multi-tenant public cloud that provides performance and reliability at an affordable price.
Details

[IMG: Cleura_small_logo]

[H4]
Cleura Public Cloud

An open cloud for all your workloads.
With our Public Cloud you can get your infrastructure up and running in just a few clicks. Focus on building, testing and deploying your digital stack and launch your applications with full automation.

[IMG: OpenStack Powered]
OpenStack Powered

Details

[H3] OpenStack Online Help

Try OpenStack public clouds

Get Certified

Use Cases

Open Infrastructure Summit

Ecosystem News

Technical Publications

OpenStack TCO Calculator by Mirantis

Does your company offer an OpenStack public cloud? Be listed here!
Email us for details
5904 chars
🧭 Industry Context — common generic-claim patterns in Software, SaaS & Tech Products to weigh the text against
Generic Claims: the all-in-one platform, trusted by thousands of companies, increase productivity by X percent, save hours every week, the leading platform for, built for teams of all sizes…
Red Flags: AI claims without explaining what the AI does, customer logos without case study or testimonial evidence, no live product access or demo, SOC 2 claims without audit period or report availability, productivity claims without methodology, pricing hidden behind sales calls only…
Semantic Drift Patterns: homepage claims AI-powered but product is rules-based, claims enterprise-grade but pricing page shows startup tiers only, homepage shows Fortune 500 logos but case studies are small businesses, claims all-in-one but integration page shows critical missing pieces, free plan promoted but core features require expensive upgrade…
Proof Expectations: live product demo or free trial access, specific feature documentation with screenshots, verified customer logos with published case studies, third-party review scores on G2, Capterra, or TrustRadius, published uptime SLA and status page, security certifications with audit dates…