# Best Infrastructure as a Service (IaaS) Software - Page 2 *By [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar)* Infrastructure as a service (IaaS) describes the various ways in which third-party vendors provide cloud-driven, cloud-hosted infrastructure to businesses. This infrastructure comes in a variety of forms, including (but not limited to) public clouds, virtual machines (VMs), bare metal servers, and high-performance computing (HPC). Because of the incredible diversity of IaaS tools, any organization or user within a business could find benefit from the business employing IaaS. Companies use IaaS for a wide variety of reasons, most commonly including convenience, ease of accessibility, flexible scaling, and reduced operational expenditure (OpEx) costs. The latter two benefits are facilitated by the pay-as-you-go nature of cloud services; with IaaS, businesses only pay for what use, eliminating the large upfront costs typically associated with purchasing infrastructure. Companies also don’t have to worry about infrastructure management, as with IaaS that responsibility falls to the cloud service provider (CSP). IaaS is ultimately used to build or expand business capabilities and can be especially beneficial during times of extreme growth. Once a business has determined which IaaS tools they’d like to utilize, integration capabilities are the next big considerations, followed by how that infrastructure will be secured. IaaS presents no benefit to a company if it doesn’t integrate with its existing systems, and once it does integrate, the company needs to properly secure any data and transactions that might go through that infrastructure. IaaS security falls to the service user, not the CSP; however, many CSPs will offer compatible security solutions for that infrastructure or build basic security features into the service. IaaS is the cloud computing representative of the “aaS" trio: IaaS, developer-focused [platform as a service](https://www.g2.com/categories/cloud-platform-as-a-service-paas) (PaaS), and generalist software as a service (SaaS). To qualify for inclusion in the Infrastructure as a Service category, a product must: - Provide third-party-hosted infrastructure - Allow businesses to run computing, virtualization, storage, and/or other core infrastructure needs - Function on a pay-as-you-go or utilization-based purchase model - Provide live usage and performance tracking and reporting ## Top Infrastructure as a Service (IaaS) Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews) | 4.6/5.0 (1,142 reviews) | On-demand compute with granular instance control | "[Powerful Resource Management, Excellent Flexibility](https://www.g2.com/survey_responses/amazon-ec2-review-12736551)" | | 2 | [VMware Cloud Foundation (VCF)](https://www.g2.com/products/vmware-cloud-foundation-vcf/reviews) | 4.4/5.0 (628 reviews) | Unified SDDC lifecycle automation with NSX | "[Streamlines Infrastructure, But Setup Can Be Complex](https://www.g2.com/survey_responses/vmware-cloud-foundation-vcf-review-12967891)" | | 3 | [VMware vSphere](https://www.g2.com/products/vmware-vsphere/reviews) | 4.5/5.0 (746 reviews) | — | "[Robust Virtualization with Centralized Management](https://www.g2.com/survey_responses/vmware-vsphere-review-12784961)" | | 4 | [Google Compute Engine](https://www.g2.com/products/google-compute-engine/reviews) | 4.5/5.0 (875 reviews) | Custom VM sizing with per-second billing | "[My experience using GCE](https://www.g2.com/survey_responses/google-compute-engine-review-11677030)" | | 5 | [Akamai Cloud Computing](https://www.g2.com/products/akamai-cloud-computing/reviews) | 4.6/5.0 (387 reviews) | Developer-friendly VPS with transparent flat-rate pricing | "[Akamai Cloud Computing: Powerful IaaS and best Defense against Ddos](https://www.g2.com/survey_responses/akamai-cloud-computing-review-12595029)" | | 6 | [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) | 4.6/5.0 (738 reviews) | Developer-friendly VPS with predictable flat-rate pricing | "[Full Control and Flexible Scaling for Growing Projects](https://www.g2.com/survey_responses/digitalocean-review-12730597)" | | 7 | [Azure Virtual Machines](https://www.g2.com/products/azure-virtual-machines/reviews) | 4.4/5.0 (377 reviews) | Windows workload migration with hybrid cloud extension | "[Azure VMs: Flexible Configurations and Fast, Simple Deployment](https://www.g2.com/survey_responses/azure-virtual-machines-review-12863152)" | | 8 | [UltaHost](https://www.g2.com/products/ultahost/reviews) | 4.9/5.0 (437 reviews) | Multi-client hosting with unmanaged VPS control | "[UltaHost Delivers Reliable Speed, Uptime, and Fast Support](https://www.g2.com/survey_responses/ultahost-review-12906087)" | | 9 | [Amazon AWS Platform](https://www.g2.com/products/amazon-aws-platform/reviews) | 4.7/5.0 (80 reviews) | Pay-as-you-go cloud infrastructure with global availability | "[Many Free Offers and Services, Scalable and Startup-Friendly](https://www.g2.com/survey_responses/amazon-aws-platform-review-12278385)" | | 10 | [Google Virtual Private Cloud (VPC)](https://www.g2.com/products/google-virtual-private-cloud-vpc/reviews) | 4.5/5.0 (74 reviews) | Global VPC networking with regional subnet isolation | "[GVP Review](https://www.g2.com/survey_responses/google-virtual-private-cloud-vpc-review-10987757)" | ## How Many Infrastructure as a Service (IaaS) Software Products Does G2 Track? **Total Products under this Category:** 242 ### Category Stats (Jul 2026) - **Average Rating**: 4.37/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Runpod (+0.99%) - Among all products in this category, Runpod recorded the largest rating increase compared to last month *Last updated: July 02, 2026* ## How Does G2 Rank Infrastructure as a Service (IaaS) Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 14,900+ Authentic Reviews - 242+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Infrastructure as a Service (IaaS) Software Is Best for Your Use Case? - **Leader:** [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews) - **Highest Performer:** [UltaHost](https://www.g2.com/products/ultahost/reviews) - **Easiest to Use:** [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) - **Top Trending:** [UltaHost](https://www.g2.com/products/ultahost/reviews) - **Best Free Software:** [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews) --- **Sponsored** ### Dragonfly Dragonfly is a drop-in Redis replacement, designed to meet the performance and efficiency requirements of modern cloud-based applications. Organizations that switch to Dragonfly require less hardware and achieve dramatically improved data performance. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=80&secure%5Bchosen_at%5D=2026-07-03T07%3A08%3A47Z&secure%5Bdisplayable_resource_id%5D=80&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=80&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1333307&secure%5Bresource_id%5D=80&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Finfrastructure-as-a-service-iaas&secure%5Btoken%5D=3e5bd4fcd21764ff9705616922e21baa111bb718bd2b8c6d0a12b975b00a2d5a&secure%5Burl%5D=https%3A%2F%2Fwww.dragonflydb.io%2Fpricing&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Infrastructure as a Service (IaaS) Software Products in 2026? ### 1. [Alibaba Elastic Compute Service](https://www.g2.com/products/alibaba-elastic-compute-service/reviews) Alibaba Cloud Elastic Compute Service (ECS) provides fast memory and the latest Intel CPUs to help you to power your cloud applications and achieve faster results with low latency. All ECS instances come with Anti-DDoS protection to safeguard your data and applications from DDoS and Trojan attacks. **Average Rating:** 4.3/5.0 **Total Reviews:** 53 **How Do G2 Users Rate Alibaba Elastic Compute Service?** - **Public Cloud:** 8.6/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.3/10 (Category avg: 8.3/10) **Who Is the Company Behind Alibaba Elastic Compute Service?** - **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba) - **HQ Location:** Hangzhou - **Twitter:** @alibaba_cloud (1,189,812 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1218665/ (5,110 employees on LinkedIn®) - **Ownership:** BABA - **Total Revenue (USD mm):** $509,711 **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 45% Enterprise, 30% Small-Business #### What Are Alibaba Elastic Compute Service's Pros and Cons? **Pros:** - Cloud Storage (6 reviews) - Scalability (5 reviews) - Features (4 reviews) - Security (4 reviews) - Cloud Computing (3 reviews) **Cons:** - Poor Customer Support (4 reviews) - Security Issues (4 reviews) - Complexity (3 reviews) - Difficult Learning (2 reviews) - Difficult Navigation (2 reviews) ### What Do G2 Reviewers Say About Alibaba Elastic Compute Service? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **scalable cloud storage** of Alibaba Elastic Compute Service, enhancing application availability and performance effortlessly. - Users appreciate the **seamless scalability** of Alibaba Elastic Compute Service, enabling effortless adjustments to changing demands. - Users praise the **advanced computing services** of Alibaba Elastic Compute Service for their remarkable speed and scalability. - Users value the **robust security measures** of Alibaba Elastic Compute Service, ensuring data protection and peace of mind. - Users appreciate the **powerful cloud computing solutions** of Alibaba Elastic Compute Service, enhancing business operations across industries. **Cons:** - Users express concern over **poor customer support** , facing delays and limited assistance during crucial times. - Users express concerns about **data security and privacy** issues with Alibaba Elastic Compute Service, impacting their overall experience. - Users often face a **steep learning curve** with Alibaba Elastic Compute Service, complicating navigation and integration for newcomers. - Users face a **difficult learning curve** with Alibaba Elastic Compute Service due to its complexity and language limitations. - Users face **difficult navigation** challenges on Alibaba Elastic Compute Service, particularly newcomers adjusting to the complex platform. #### What Are Recent G2 Reviews of Alibaba Elastic Compute Service? **"[It offers wide range of provisioning & computing the products services over all the globe securely](https://www.g2.com/survey_responses/alibaba-elastic-compute-service-review-8244686)"** **Rating:** 5.0/5.0 stars *— Appanna D.* [Read full review](https://www.g2.com/survey_responses/alibaba-elastic-compute-service-review-8244686) --- **"[Unlocking the Power of the Cloud: An In-Depth Review of Alibaba Cloud's Cutting-Edge Services](https://www.g2.com/survey_responses/alibaba-elastic-compute-service-review-8205945)"** **Rating:** 4.5/5.0 stars *— Anurag T.* [Read full review](https://www.g2.com/survey_responses/alibaba-elastic-compute-service-review-8205945) --- #### What Are G2 Users Discussing About Alibaba Elastic Compute Service? - [What is Alibaba Elastic Compute Service used for?](https://www.g2.com/discussions/what-is-alibaba-elastic-compute-service-used-for) - [Is Alibaba Cloud good?](https://www.g2.com/discussions/is-alibaba-cloud-good) - [Is Alibaba Cloud cheaper than AWS?](https://www.g2.com/discussions/is-alibaba-cloud-cheaper-than-aws) - [What is ECS Alibaba?](https://www.g2.com/discussions/what-is-ecs-alibaba) - [What is elastic compute service?](https://www.g2.com/discussions/what-is-elastic-compute-service) ### 2. [VMware NSX](https://www.g2.com/products/vmware-nsx/reviews) VMware NSX® is a powerful network virtualization solution for VMware Cloud Foundation™ (VCF) that enables network connectivity, operations, and scale. NSX Network Virtualization brings the simplicity of the cloud operating model to networking, allowing you to streamline, accelerate, and scale both traditional and modern applications in private/hybrid clouds. **Average Rating:** 4.4/5.0 **Total Reviews:** 72 **How Do G2 Users Rate VMware NSX?** - **Public Cloud:** 7.7/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.8/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.0/10 (Category avg: 8.3/10) **Who Is the Company Behind VMware NSX?** - **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166) - **Year Founded:** 1991 - **HQ Location:** San Jose, CA - **Twitter:** @broadcom (63,909 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/broadcom/ (55,094 employees on LinkedIn®) - **Ownership:** NASDAQ: CA **Who Uses This Product?** - **Top Industries:** Computer & Network Security, Information Technology and Services - **Company Size:** 36% Enterprise, 33% Mid-Market #### What Are VMware NSX's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - Features (4 reviews) - Security (4 reviews) - Easy Integrations (3 reviews) - Integrations (3 reviews) **Cons:** - Complexity (3 reviews) - Expensive (3 reviews) - Pricing Issues (3 reviews) - Learning Difficulty (2 reviews) - Small Business Limitations (2 reviews) ### What Do G2 Reviewers Say About VMware NSX? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** with VMware NSX, enjoying its simplicity and effective dashboard for management. - Users value the **robust features** of VMware NSX, enjoying enhanced security and simplified network management functionalities. - Users value the **Zero Trust security** provided by VMware NSX, enhancing their network management and protection significantly. - Users appreciate the **easy integrations** of VMware NSX, enhancing security and management across diverse environments. - Users appreciate the **seamless integration** of VMware NSX with other VMware services, enhancing security and network management. **Cons:** - Users find the **complex architecture** of VMware NSX challenging to understand, leading to confusion with security and policy management. - Users find VMware NSX **expensive** , making it less accessible for smaller enterprises and limiting its user base. - Users find VMware NSX's **pricing issues** challenging, making it less accessible for smaller businesses and limited budgets. - Users face a **steep learning curve** with VMware NSX, complicating initial setup and understanding of the tool. - Users find the **high costs** of VMware NSX to be prohibitive for small businesses with limited resources. #### What Are Recent G2 Reviews of VMware NSX? **"[Powerful Micro-Segmentation](https://www.g2.com/survey_responses/vmware-nsx-review-12608586)"** **Rating:** 4.0/5.0 stars *— Ratna P.* [Read full review](https://www.g2.com/survey_responses/vmware-nsx-review-12608586) --- **"[Tight Integration, Powerful Security](https://www.g2.com/survey_responses/vmware-nsx-review-11917613)"** **Rating:** 5.0/5.0 stars *— Brian O.* [Read full review](https://www.g2.com/survey_responses/vmware-nsx-review-11917613) --- ### 3. [Serverspace](https://www.g2.com/products/serverspace/reviews) Use the promo code G2SS100 to double your first payment at Serverspace.io Serverspace.io is a global leader in cloud computing, delivering automated virtual infrastructure deployment with exceptional speed and reliability. With support for Linux and Windows-based cloud servers, users can launch their virtual machines from anywhere in the world in under a minute. The platform’s flexible billing model, charging in 10-minute increments, ensures clients pay only for the exact time their virtual resources are in use. Specializing in virtual infrastructure management as a service, Serverspace simplifies server administration, no matter how complex the requirements. Clients can also leverage open tools like API and CLI for seamless integration with their existing systems and workflows. With state-of-the-art equipment housed in premier data centers across the U.S., Europe, and Asia, Serverspace operates as part of the ITGLOBAL.COM Group, a prominent international provider of IT solutions and services. Choose Serverspace for cutting-edge technology, global reach, and a commitment to innovation. **Average Rating:** 4.6/5.0 **Total Reviews:** 45 **How Do G2 Users Rate Serverspace?** - **Public Cloud:** 9.7/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 10.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 9.3/10 (Category avg: 8.3/10) **Who Is the Company Behind Serverspace?** - **Seller:** [Serverspace](https://www.g2.com/sellers/serverspace) - **Year Founded:** 2006 - **HQ Location:** New Jersey, USA - **Twitter:** @ServerspaceTeam (146 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/serverspace-us/ **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 89% Small-Business, 4% Enterprise #### What Are Serverspace's Pros and Cons? **Pros:** - Affordable (2 reviews) - Availability (2 reviews) - Cost-Effective (2 reviews) - Reliability (2 reviews) - Customer Experience (1 reviews) **Cons:** - Expensive (1 reviews) - Limited Customization (1 reviews) - Limited Features (1 reviews) - Poor Customer Support (1 reviews) - Poor Documentation (1 reviews) ### What Do G2 Reviewers Say About Serverspace? *AI-generated summary from verified user reviews* **Pros:** - Users value the **affordability** of Serverspace, enjoying excellent performance and quality service for their needs. - Users appreciate the **excellent availability** of Serverspace, noting great performance, uptime, and helpful support. - Users value the **cost-effective pricing** of Serverspace, enjoying minute-precision billing and competitive overall prices. - Users praise Serverspace for its **reliability** , making it a top choice for dependable performance and management. - Users value the **excellent customer experience** of Serverspace, appreciating quick setup, attention to detail, and user-friendly interface. **Cons:** - Users find the service **expensive** and suggest reducing costs for a better overall experience. - Users find the **limited distribution options** of Serverspace restricts flexibility in choosing operating systems compared to competitors. - Users find the **limited distribution options** of Serverspace restrictive compared to competitors, impacting their choices. - Users express frustration with **poor customer support** , noting long response times and a desire for live chat assistance. - Users note that while the documentation is **poorly updated** , the available information remains satisfactory for their needs. #### What Are Recent G2 Reviews of Serverspace? **"[Intuitive VPS, good price, and impeccable performance for years](https://www.g2.com/survey_responses/serverspace-review-12667760)"** **Rating:** 4.0/5.0 stars *— JULIAN H.* [Read full review](https://www.g2.com/survey_responses/serverspace-review-12667760) --- **"[Easy Control Panel, Fast Deployments, and Great Value for Money](https://www.g2.com/survey_responses/serverspace-review-12668215)"** **Rating:** 5.0/5.0 stars *— naeem A.* [Read full review](https://www.g2.com/survey_responses/serverspace-review-12668215) --- #### What Are G2 Users Discussing About Serverspace? - [What is Serverspace used for?](https://www.g2.com/discussions/what-is-serverspace-used-for) ### 4. [Latitude.sh](https://www.g2.com/products/latitude-sh/reviews) A Megaport company, Latitude.sh gives developers the platform to deploy and manage high-performance global infrastructure in seconds, without the complexity or cost of hyperscaler cloud. From dedicated CPU servers and NVMe-backed storage to NVIDIA-powered GPU clusters and private cloud interconnection, Latitude.sh provides everything AI-native and data-intensive companies need to build, train, and scale demanding workloads. Every deployment runs on a global private backbone with unmetered DDoS mitigation and dedicated hardware. If you’re running AI infrastructure, high-performance computing, CDNs, streaming, or hybrid cloud architectures, Latitude.sh combines the power of bare metal with the simplicity of an easy-to-use API and dashboard – deploying in seconds, not hours. \> Unlimited inbound traffic and 20TB Outbound for each bare metal server of premium Tier 1 Network and Internet Exchanges. \> Unmetered and highly available DDoS mitigation included with all servers. \> 2Tbps of mitigation capacity - no attack is too big for Latitude.sh scrubbing centers. **Average Rating:** 4.8/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Latitude.sh?** - **Public Cloud:** 1.7/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 5.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 1.7/10 (Category avg: 8.3/10) **Who Is the Company Behind Latitude.sh?** - **Seller:** [Latitude.sh](https://www.g2.com/sellers/latitude-sh) - **Company Website:** https://www.latitude.sh/ - **Year Founded:** 2001 - **HQ Location:** New York, US - **Twitter:** @latitudesh (5,050 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/latitude-sh/ (95 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 83% Small-Business, 6% Mid-Market #### What Are Latitude.sh's Pros and Cons? **Pros:** - Customer Support (3 reviews) - Ease of Use (3 reviews) - Helpful (2 reviews) - Affordable (1 reviews) - Availability (1 reviews) **Cons:** - Access Restrictions (1 reviews) - Limited Locations (1 reviews) - Resource Scarcity (1 reviews) ### What Do G2 Reviewers Say About Latitude.sh? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **responsive and helpful customer support** of Latitude.sh, enhancing their overall experience significantly. - Users appreciate the **ease of use** of Latitude.sh, enjoying a straightforward setup and seamless performance. - Users highlight the **responsive and helpful customer support** of Latitude.sh, enhancing their overall experience and satisfaction. - Users value the **affordable pricing** of Latitude.sh for GPUs, appreciating their availability and easy instance setup. - Users praise the **excellent availability** of Latitude.sh, noting consistent uptime and reliable network performance. **Cons:** - Users face challenges with **low node availability** , making it difficult to initiate operations smoothly. - Users note the **limited locations** of Latitude.sh, with a current absence in Europe affecting accessibility. - Users struggle with **low availability of nodes** , which can hinder the ease of starting Latitude.sh. #### What Are Recent G2 Reviews of Latitude.sh? **"[Responsible company and affordable costs](https://www.g2.com/survey_responses/latitude-sh-review-9927446)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/latitude-sh-review-9927446) --- **"[Clean interface and good prices on bare metal](https://www.g2.com/survey_responses/latitude-sh-review-8975537)"** **Rating:** 4.0/5.0 stars *— Dan B.* [Read full review](https://www.g2.com/survey_responses/latitude-sh-review-8975537) --- ### 5. [Google Cloud Infrastructure](https://www.g2.com/products/google-cloud-infrastructure/reviews) Our planet-scale infrastructure delivers the highest level of performance and availability in a secure, sustainable way. **Average Rating:** 4.3/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Google Cloud Infrastructure?** - **Public Cloud:** 8.6/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.0/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.2/10 (Category avg: 8.3/10) **Who Is the Company Behind Google Cloud Infrastructure?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 53% Mid-Market, 33% Enterprise #### What Are Recent G2 Reviews of Google Cloud Infrastructure? **"[Google Infrastructure for SaaS](https://www.g2.com/survey_responses/google-cloud-infrastructure-review-8320794)"** **Rating:** 4.5/5.0 stars *— Sriram G.* [Read full review](https://www.g2.com/survey_responses/google-cloud-infrastructure-review-8320794) --- **"[Google Cloud Infrastructure, when we talk about having the best support on the market.](https://www.g2.com/survey_responses/google-cloud-infrastructure-review-7946903)"** **Rating:** 4.5/5.0 stars *— Pascual G.* [Read full review](https://www.g2.com/survey_responses/google-cloud-infrastructure-review-7946903) --- ### 6. [Azure Linux Virtual Machines](https://www.g2.com/products/azure-linux-virtual-machines/reviews) Azure Linux Virtual Machines provide a versatile and scalable cloud computing solution, enabling users to deploy and manage Linux-based virtual machines (VMs) on Microsoft's Azure platform. This service supports a wide range of Linux distributions, including Red Hat Enterprise Linux, Ubuntu, CentOS, Debian, SUSE Linux Enterprise, and Oracle Linux, catering to diverse workload requirements. Key Features and Functionality: - Broad Distribution Support: Azure supports major Linux distributions, allowing users to choose the operating system that best fits their needs. - Scalability: Easily scale VMs up or down to meet changing demands, ensuring optimal performance and cost-efficiency. - Integrated Services: Seamlessly integrate with other Azure services such as Azure Kubernetes Service (AKS), Azure Functions, and Azure Virtual Machine Scale Sets to build comprehensive solutions. - Security and Compliance: Benefit from Azure's robust security measures, including network security groups, Azure Security Center, and compliance with various industry standards. - Cost Management: Utilize pricing options like Azure Reserved Virtual Machine Instances and Azure Hybrid Benefit to optimize costs. Primary Value and Solutions Provided: Azure Linux Virtual Machines offer a flexible and reliable environment for running Linux-based applications and workloads in the cloud. They enable businesses to: - Accelerate Migration: Simplify the transition of on-premises Linux workloads to the cloud with tools like Azure Migrate. - Enhance Performance: Leverage high-performance computing capabilities to run demanding applications efficiently. - Ensure High Availability: Deploy applications across multiple regions and availability zones to achieve high availability and disaster recovery. - Optimize Costs: Manage expenses effectively with various pricing models and cost management tools. By providing a comprehensive and secure platform, Azure Linux Virtual Machines empower organizations to innovate and scale their Linux workloads with confidence. **Average Rating:** 4.3/5.0 **Total Reviews:** 23 **How Do G2 Users Rate Azure Linux Virtual Machines?** - **Public Cloud:** 8.3/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 9.5/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 7.9/10 (Category avg: 8.3/10) **Who Is the Company Behind Azure Linux Virtual Machines?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Company Size:** 44% Mid-Market, 44% Enterprise #### What Are Azure Linux Virtual Machines's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Deployment Ease (2 reviews) - Scalability (2 reviews) - Cloud Computing (1 reviews) - Cloud Storage (1 reviews) **Cons:** - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Limited Locations (1 reviews) - Not User-Friendly (1 reviews) - Poor Documentation (1 reviews) ### What Do G2 Reviewers Say About Azure Linux Virtual Machines? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Azure Linux Virtual Machines for seamless integration and deployment. - Users find **deployment easy** with Azure Linux Virtual Machines, significantly reducing maintenance and setup times for cloud systems. - Users appreciate the **effortless scalability** of Azure Linux Virtual Machines, making workload adjustments easy and efficient. - Users value the **easy deployment** of Linux systems on Azure, simplifying their cloud computing experience. - Users value the **ease of integration with SQL databases and Azure services** , enhancing their IT infrastructure experience. **Cons:** - Users note a **learning curve** with Azure Linux Virtual Machines, which may challenge newcomers but fosters skill development. - Users note the **learning difficulty** with Azure Linux VMs, making initial use challenging for newcomers. - Users are disappointed by the **limited locations** of Azure Linux Virtual Machines, restricting their deployment options. - Users find Azure Linux Virtual Machines to be **not user-friendly** , especially in terms of deployment and management challenges. - Users experience **poor documentation** for Azure Linux Virtual Machines, impacting their ability to fully utilize the product. #### What Are Recent G2 Reviews of Azure Linux Virtual Machines? **"[Lightweight and Powerful](https://www.g2.com/survey_responses/azure-linux-virtual-machines-review-10829081)"** **Rating:** 4.5/5.0 stars *— Tim F.* [Read full review](https://www.g2.com/survey_responses/azure-linux-virtual-machines-review-10829081) --- **"[Linux vm on azure](https://www.g2.com/survey_responses/azure-linux-virtual-machines-review-10539941)"** **Rating:** 5.0/5.0 stars *— Edwin S.* [Read full review](https://www.g2.com/survey_responses/azure-linux-virtual-machines-review-10539941) --- ### 7. [Vultr](https://www.g2.com/products/vultr/reviews) Vultr is on a mission to make high-performance cloud computing easy to use, affordable, and locally accessible for businesses and developers around the world. A favorite with developers, Vultr has served over 1.5 million customers across 185 countries with flexible, scalable, global cloud computing, cloud GPU, bare metal, and cloud storage solutions. Founded by David Aninowsky, and completely bootstrapped, Vultr has become one of the largest cloud computing platforms in the world, without ever raising equity financing. Learn more at www.vultr.com. **Average Rating:** 4.3/5.0 **Total Reviews:** 283 **How Do G2 Users Rate Vultr?** - **Public Cloud:** 9.0/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 9.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.6/10 (Category avg: 8.3/10) **Who Is the Company Behind Vultr?** - **Seller:** [Vultr Holdings LLC](https://www.g2.com/sellers/vultr-holdings-llc) - **Company Website:** https://www.vultr.com/ - **Year Founded:** 2014 - **HQ Location:** West Palm Beach, FL - **Twitter:** @Vultr (123,078 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/15209570/ (343 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 80% Small-Business, 10% Mid-Market #### What Are Vultr's Pros and Cons? **Pros:** - Ease of Use (9 reviews) - Affordable (6 reviews) - Cost-Effective (6 reviews) - Deployment (5 reviews) - Features (4 reviews) **Cons:** - Poor Customer Support (4 reviews) - Billing Issues (2 reviews) - Latency Issues (2 reviews) - Limited Features (2 reviews) - Security Issues (2 reviews) ### What Do G2 Reviewers Say About Vultr? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Vultr, highlighting its clean interface and fast setup process. - Users value the **affordability** of Vultr, making it ideal for developers and small teams seeking cost-effective solutions. - Users find Vultr to be **cost-effective** , highlighting its affordable pricing and ease of setup for developers. - Users commend the **fast initial server deployment** process and clean interface, making it easy to start projects. - Users value the **affordable pricing and fast deployment** of Vultr, making it ideal for developers and testing. **Cons:** - Users experience **poor customer support** , with frustrating ticket-based assistance and no weekend availability for urgent issues. - Users face serious **billing issues** with Vultr, including account bans and unrefunded deposits after verification. - Users experience significant **latency issues** with Vultr, especially in the Tokyo region, affecting performance severely. - Users express frustration with **limited features** , particularly the inability to select datacenter locations impacting performance significantly. - Users are frustrated by **security issues** leading to account bans and unresponsive support, impacting their trust in Vultr. #### What Are Recent G2 Reviews of Vultr? **"[Fast Setup and Flexibility Make Vultr Stand Out](https://www.g2.com/survey_responses/vultr-review-12968693)"** **Rating:** 5.0/5.0 stars *— Shreejal M.* [Read full review](https://www.g2.com/survey_responses/vultr-review-12968693) --- **"[Blazing Performance, Predictable Pricing, and a Refreshingly Simple UI](https://www.g2.com/survey_responses/vultr-review-12662688)"** **Rating:** 4.5/5.0 stars *— Lee S.* [Read full review](https://www.g2.com/survey_responses/vultr-review-12662688) --- #### What Are G2 Users Discussing About Vultr? - [Is Vultr IP static?](https://www.g2.com/discussions/is-vultr-ip-static) - 2 comments - [What cpus does Vultr use?](https://www.g2.com/discussions/what-cpus-does-vultr-use) - 1 comment - [Is Vultr any good?](https://www.g2.com/discussions/is-vultr-any-good) - 4 comments - [What is Vultr used for?](https://www.g2.com/discussions/what-is-vultr-used-for) - 3 comments ### 8. [IONOS cloud](https://www.g2.com/products/ionos-by-1-1-ionos-cloud/reviews) IONOS cloud is part of IONOS - the leading European provider of cloud infrastructure, cloud services and hosting services. IONOS cloud provides everything needed for success in and with the cloud: Compute Engine, Managed Kubernetes, S3 Object Storage and Private Cloud powered by VMware. As the European cloud alternative, IONOS cloud is the only cloud provider with a patented technology stack "Made in Germany" for maximum data security and compliance against legislation such as the CLOUD Act. **Average Rating:** 4.3/5.0 **Total Reviews:** 12 **How Do G2 Users Rate IONOS cloud?** - **Public Cloud:** 8.3/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.3/10 (Category avg: 8.3/10) **Who Is the Company Behind IONOS cloud?** - **Seller:** [IONOS by 1&1](https://www.g2.com/sellers/ionos-by-1-1) - **Year Founded:** 1988 - **HQ Location:** Montabaur, Rheinland-Pfalz - **LinkedIn® Page:** https://www.linkedin.com/company/10298/ (2,807 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 62% Small-Business, 31% Mid-Market #### What Are Recent G2 Reviews of IONOS cloud? **"[IONOS DCD Review](https://www.g2.com/survey_responses/ionos-cloud-review-4586195)"** **Rating:** 4.5/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/ionos-cloud-review-4586195) --- **"[DBaaS server deployments are automated using Terraform with the help of IONOS Cloud's dedicated APIs](https://www.g2.com/survey_responses/ionos-cloud-review-6534975)"** **Rating:** 4.0/5.0 stars *— Shreya B.* [Read full review](https://www.g2.com/survey_responses/ionos-cloud-review-6534975) --- ### 9. [Red Hat OpenStack Platform](https://www.g2.com/products/red-hat-openstack-platform/reviews) Red Hat OpenStack Platform is a cloud computing platform that virtualizes resources from industry-standard hardware, organizes those resources into clouds, and manages them so users can access what they need—when they need it. **Average Rating:** 4.3/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Red Hat OpenStack Platform?** - **Public Cloud:** 7.5/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.3/10 (Category avg: 8.3/10) **Who Is the Company Behind Red Hat OpenStack Platform?** - **Seller:** [Red Hat](https://www.g2.com/sellers/red-hat) - **Year Founded:** 1993 - **HQ Location:** Raleigh, NC - **Twitter:** @RedHat (300,769 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3545/ (19,413 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Enterprise, 36% Mid-Market #### What Are Recent G2 Reviews of Red Hat OpenStack Platform? **"[Feature-Rich and Easy to Install](https://www.g2.com/survey_responses/red-hat-openstack-platform-review-4261613)"** **Rating:** 5.0/5.0 stars *— Andres A.* [Read full review](https://www.g2.com/survey_responses/red-hat-openstack-platform-review-4261613) --- **"[Telco Cloud Architect](https://www.g2.com/survey_responses/red-hat-openstack-platform-review-9398020)"** **Rating:** 4.5/5.0 stars *— Mustafa Abdel Hady R.* [Read full review](https://www.g2.com/survey_responses/red-hat-openstack-platform-review-9398020) --- #### What Are G2 Users Discussing About Red Hat OpenStack Platform? - [What is Red Hat OpenStack Platform used for?](https://www.g2.com/discussions/what-is-red-hat-openstack-platform-used-for) ### 10. [IBM Cloud Virtual Servers](https://www.g2.com/products/ibm-cloud-virtual-servers/reviews) IBM Cloud virtual server environments deliver cloud-native solutions that work across public, private and hybrid deployments. Boasting cost-savings, control, and visibility that is needed with a variety of flexible provisioning and pricing options, including single and multi-tenant environments, hourly and monthly pricing, reserved capacity terms and spot billing. Its elastic infrastructure, globally distributed data centers and premium services aim to bring data to life no matter where it resides. **Average Rating:** 3.8/5.0 **Total Reviews:** 46 **How Do G2 Users Rate IBM Cloud Virtual Servers?** - **Public Cloud:** 8.3/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.6/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.3/10 (Category avg: 8.3/10) **Who Is the Company Behind IBM Cloud Virtual Servers?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 47% Enterprise, 29% Small-Business #### What Are Recent G2 Reviews of IBM Cloud Virtual Servers? **"[IBM Cloud Virtual Servers Review!](https://www.g2.com/survey_responses/ibm-cloud-virtual-servers-review-3850185)"** **Rating:** 4.5/5.0 stars *— vamshi k.* [Read full review](https://www.g2.com/survey_responses/ibm-cloud-virtual-servers-review-3850185) --- **"[VPC is almost affordable other than its likewise](https://www.g2.com/survey_responses/ibm-cloud-virtual-servers-review-5044139)"** **Rating:** 4.5/5.0 stars *— Rasool R.* [Read full review](https://www.g2.com/survey_responses/ibm-cloud-virtual-servers-review-5044139) --- #### What Are G2 Users Discussing About IBM Cloud Virtual Servers? - [What is IBM Cloud Virtual Servers used for?](https://www.g2.com/discussions/what-is-ibm-cloud-virtual-servers-used-for) - [What are virtual machines in cloud computing?](https://www.g2.com/discussions/what-are-virtual-machines-in-cloud-computing) - [What is IBM cloud VSI?](https://www.g2.com/discussions/what-is-ibm-cloud-vsi) - [What kind of virtual server type is in single tenant environment?](https://www.g2.com/discussions/what-kind-of-virtual-server-type-is-in-single-tenant-environment) - [How do I create a virtual machine in IBM cloud?](https://www.g2.com/discussions/how-do-i-create-a-virtual-machine-in-ibm-cloud) ### 11. [Zenlayer edge cloud](https://www.g2.com/products/zenlayer-edge-cloud/reviews) Zenlayer offers on-demand edge cloud services in over 280 PoPs around the world, with expertise in fast-growing emerging markets like India, China, and South America. Businesses utilize Zenlayer’s global edge cloud platform to instantly improve digital experiences for their users with ultra-low latency and worldwide connectivity on demand. - Instant provisioning of private connections between data centers, public and private clouds across six continents, especially in emerging markets. Choose connection speeds from 1 Mbps to 10 Gbps. Decreases network latency and jitter by up to 40% during peak periods (vs. public Internet), reduces packet loss and improves network resilience. Boosts customer satisfaction with customizable Quality of Service (QoS) rules. High-priority applications and VIP user connections can be guaranteed certain levels of service beyond Zenlayer’s already-fast standard speeds. **Average Rating:** 4.4/5.0 **Total Reviews:** 20 **How Do G2 Users Rate Zenlayer edge cloud?** - **Public Cloud:** 8.3/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 10.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 6.7/10 (Category avg: 8.3/10) **Who Is the Company Behind Zenlayer edge cloud?** - **Seller:** [Zenlayer](https://www.g2.com/sellers/zenlayer) - **Year Founded:** 2014 - **HQ Location:** Diamond Bar, California - **Twitter:** @zenlayer (10,757 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/7589893 (275 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 38% Mid-Market, 33% Enterprise #### What Are Recent G2 Reviews of Zenlayer edge cloud? **"[Best network connectivity](https://www.g2.com/survey_responses/zenlayer-edge-cloud-review-7342323)"** **Rating:** 4.5/5.0 stars *— Vishwajeet M.* [Read full review](https://www.g2.com/survey_responses/zenlayer-edge-cloud-review-7342323) --- **"[Cloud Networking](https://www.g2.com/survey_responses/zenlayer-edge-cloud-review-7319499)"** **Rating:** 5.0/5.0 stars *— sachin k.* [Read full review](https://www.g2.com/survey_responses/zenlayer-edge-cloud-review-7319499) --- ### 12. [Utho](https://www.g2.com/products/utho/reviews) Utho, India's leading public cloud provider, empowers businesses to break free from vendor lock-in, slow speed, high cost, and complexity with simple, secure, and reliable cloud solutions. With a decade of experience, we prioritize simplicity, security, and customer-centric support. Utho operates 7+ datacenters, enabling customers to deploy cloud resources with minimal latency. Serving over 22,000 customers, including prominent names such as Exotel, Ameyo, MyOperator, Yatra, Honeywell, Maruti Suzuki, and more, we are committed to transforming your business and elevating you to new heights of success with cutting-edge cloud solutions, reducing cloud costs by 60%. #utho #uthocloud #cloud #cloudcomputing #microhostcloud #microhost **Average Rating:** 4.8/5.0 **Total Reviews:** 174 **How Do G2 Users Rate Utho?** - **Public Cloud:** 9.4/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 9.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 9.2/10 (Category avg: 8.3/10) **Who Is the Company Behind Utho?** - **Seller:** [Utho](https://www.g2.com/sellers/utho) - **Year Founded:** 2010 - **HQ Location:** Noida, IN - **Twitter:** @Uthocloud (127 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/uthocloud/ (74 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Student - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 63% Small-Business, 34% Mid-Market #### What Are Utho's Pros and Cons? **Pros:** - Customer Support (32 reviews) - Ease of Use (31 reviews) - Affordable (24 reviews) - Reliability (16 reviews) - Cost-Effective (14 reviews) **Cons:** - Poor Customer Support (9 reviews) - Limited Customization (4 reviews) - Downtime Issues (3 reviews) - Integration Issues (3 reviews) - Technical Difficulties (3 reviews) ### What Do G2 Reviewers Say About Utho? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **excellent customer support** from Utho, ensuring reliable assistance and enhancing overall experience. - Users find Utho's interface **simple and user-friendly** , making it an accessible choice for everyone. - Users find Utho to be **affordable** , offering reliable services that are easy to use and cost-effective. - Users highlight the **reliable performance** of Utho, making it an excellent choice for scaling cloud infrastructure. - Users value Utho for being **cost-effective** , offering reliable services at an affordable price compared to competitors. **Cons:** - Users report **poor customer support** , citing lack of accountability and ineffective communication throughout their experience. - Users find **limited customization options** challenging, especially with coding requirements and compatibility with other software. - Users experience **downtime issues** with Utho, facing challenges like server suspension and inadequate support during critical times. - Users note **integration issues** with Utho, expressing a desire for better compatibility with other software solutions. - Users report **technical difficulties** with Utho, citing glitches and occasional cloud portal issues affecting performance. #### What Are Recent G2 Reviews of Utho? **"[Smooth Deployment, Great Performance](https://www.g2.com/survey_responses/utho-review-11235557)"** **Rating:** 4.0/5.0 stars *— K.n T.* [Read full review](https://www.g2.com/survey_responses/utho-review-11235557) --- **"[Value-For-Money with Excellent UX and Support](https://www.g2.com/survey_responses/utho-review-12761068)"** **Rating:** 5.0/5.0 stars *— Riyash H.* [Read full review](https://www.g2.com/survey_responses/utho-review-12761068) --- #### What Are G2 Users Discussing About Utho? - [What do you like most about Utho for customer feedback, and what could be improved?](https://www.g2.com/discussions/what-do-you-like-most-about-utho-for-customer-feedback-and-what-could-be-improved) ### 13. [IBM Cloud Pak for Data](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews) IBM Cloud Pak® for Data is a fully integrated data and AI platform that modernizes how businesses collect, organize and analyze data, forming the foundation to infuse AI across their organization. Running on Red Hat OpenShift and available on any cloud, this unified platform helps companies automate the end-to-end AI lifecycle. The intelligent data fabric in IBM Cloud Pak for Data enables automated distributed queries at scale without data movement; automated discovery and understanding of business-ready data; automated universal privacy and usage policies across the data ecosystem; and optimized model training, accuracy and explainability. View the demo: https://mediacenter.ibm.com/media/1\_je41fqqz. The platform delivers on the below use cases: • Data access and availability – Eliminate data silos and simplify your data landscape to enable faster, cost-effective extraction of value from your data. • Data quality and governance - Apply governance solutions and methodologies to deliver trusted, business data. • Data privacy and security - Fully understand and manage sensitive data with a pervasive privacy framework. • ModelOps - Automate the AI lifecycle and synchronize application and model pipelines to scale AI deployments. • AI governance – Ensure your AI is transparent, compliant and trustworthy with greater visibility into model development, with capabilities such as explainable AI, model risk management and bias detection. • AI for Financial Operations - Automate and integrate planning across your organization, from financial planning & analysis to workforce planning, sales forecasting and supply chain planning. • AI for Customer care - Reduce time to resolution, decrease call volume and increase customer satisfaction. IBM Watson Assistant (WA) can provide AI-powered automated assistance and enable human agents to better handle inquiries. IBM Watson Discovery (WD) complements Watson Assistant and can help unlock insights from complex business content. Discover IBM Cloud Pak for Data Industry Accelerators: https://dataplatform.cloud.ibm.com/gallery?context=cpdaas See a case study: https://mediacenter.ibm.com/media/1\_sr6lx8sz Try at no-cost: http://ibm.biz/dataplatformtrial **Average Rating:** 4.3/5.0 **Total Reviews:** 72 **How Do G2 Users Rate IBM Cloud Pak for Data?** - **Public Cloud:** 7.7/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 7.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 7.9/10 (Category avg: 8.3/10) **Who Is the Company Behind IBM Cloud Pak for Data?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Enterprise, 28% Small-Business #### What Are Recent G2 Reviews of IBM Cloud Pak for Data? **"[From Data Silos to Actionable Insights: IBM Cloud Pak for Data Delivers](https://www.g2.com/survey_responses/ibm-cloud-pak-for-data-review-9931702)"** **Rating:** 4.0/5.0 stars *— Yasser A.* [Read full review](https://www.g2.com/survey_responses/ibm-cloud-pak-for-data-review-9931702) --- **"[Comprehensive solution for data-intensive workflows](https://www.g2.com/survey_responses/ibm-cloud-pak-for-data-review-12967373)"** **Rating:** 4.5/5.0 stars *— Amr a.* [Read full review](https://www.g2.com/survey_responses/ibm-cloud-pak-for-data-review-12967373) --- ### 14. [Virtuozzo](https://www.g2.com/products/virtuozzo/reviews) Virtuozzo, a leading hyperconverged cloud platform for service providers, ISVs, and enterprises, enables production-ready OpenStack Infrastructure-as-a-Service, multi-cloud Platform-as-a-Service, Kubernetes hosting, S3-compatible storage, cloud database management, and other cloud services. Virtuozzo liberates businesses from the complexities of IT infrastructure configuration and management, allowing them to refocus on their own growth. The cloud platform is designed for both cloud-native and traditional applications, ensuring optimized performance, rapid time-to-market, cost efficiency, and personalized support. Virtuozzo is available as public, private, hybrid, and multi-cloud software across more than 680 cloud service providers, managed service providers, and hosting providers in 84 countries.  Virtuozzo offers a suite of products & services providing best in class public, private, hybrid and multi-cloud solutions: [PRODUCTS] - High margin cloud for the channel- \* Virtuozzo Hybrid Cloud - Infrastructure as a Service- \* Virtuozzo Hybrid Infrastructure \* Virtuozzo Cloud Storage - Platform as a Service​- \* Virtuozzo Application Platform - Hosting Transformation​- \* Virtuozzo Hybrid Server [MULTI-CLOUD ENABLEMENT] \* Applications as a Service \* Database as a Service \* WordPress as a Service \* Kubernetes as a Service **Average Rating:** 4.4/5.0 **Total Reviews:** 52 **How Do G2 Users Rate Virtuozzo?** - **Virtual Machines (VMs):** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10) **Who Is the Company Behind Virtuozzo?** - **Seller:** [Virtuozzo](https://www.g2.com/sellers/virtuozzo) - **Year Founded:** 2015 - **HQ Location:** Schaffhausen - **Twitter:** @virtuozzoinc (3,439 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10358578/ (272 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer - **Top Industries:** Information Technology and Services, Computer & Network Security - **Company Size:** 62% Small-Business, 27% Mid-Market #### What Are Virtuozzo's Pros and Cons? **Pros:** - Affordable (1 reviews) - Cost-Effective (1 reviews) - Data Migration (1 reviews) - Deployment Ease (1 reviews) - Ease of Use (1 reviews) **Cons:** - Resource Limitations (1 reviews) ### What Do G2 Reviewers Say About Virtuozzo? *AI-generated summary from verified user reviews* **Pros:** - Users value the **affordable pricing** of Virtuozzo, making it a cost-effective choice for virtualization solutions. - Users value the **cost-effectiveness** of Virtuozzo, enjoying significant savings without compromising on performance and features. - Users value the **easy workload migration** with Virtuozzo, enhancing deployment efficiency and reducing costs. - Users praise the **deployment ease** of Virtuozzo, finding it simple to implement and migrate workloads efficiently. - Users value the **ease of deployment** with Virtuozzo, finding it efficient for virtualization and migration tasks. **Cons:** - Users find the **resource limitations** challenging, as a minimum of three servers are needed to build a cluster. #### What Are Recent G2 Reviews of Virtuozzo? **"[Effortless Deployment and Outstanding HCI Solution](https://www.g2.com/survey_responses/virtuozzo-review-11978048)"** **Rating:** 4.5/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/virtuozzo-review-11978048) --- **"[Clusterization features offered by Jelastic for our MariaDB instance are superb for Auto-replication](https://www.g2.com/survey_responses/virtuozzo-review-6551529)"** **Rating:** 4.0/5.0 stars *— Nikitha S.* [Read full review](https://www.g2.com/survey_responses/virtuozzo-review-6551529) --- #### What Are G2 Users Discussing About Virtuozzo? - [Is Virtuozzo open source?](https://www.g2.com/discussions/is-virtuozzo-open-source) - 1 comment - [Who owns Virtuozzo?](https://www.g2.com/discussions/who-owns-virtuozzo) - 1 comment - [What is OVZ virtualization technology?](https://www.g2.com/discussions/what-is-ovz-virtualization-technology) - 1 comment - [Is Virtuozzo a hypervisor?](https://www.g2.com/discussions/is-virtuozzo-a-hypervisor) - 1 comment - [Is KVM better than OpenVZ?](https://www.g2.com/discussions/is-kvm-better-than-openvz) - 1 comment ### 15. [Virtual Machine Manager](https://www.g2.com/products/virtual-machine-manager/reviews) Virtual Machine Manager allows you to run multiple VMs on your NAS, restore a VM using snapshot technology, and allocate IT resources among several VMs. **Average Rating:** 4.4/5.0 **Total Reviews:** 26 **How Do G2 Users Rate Virtual Machine Manager?** - **Public Cloud:** 8.2/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.9/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.1/10 (Category avg: 8.3/10) **Who Is the Company Behind Virtual Machine Manager?** - **Seller:** [Synology](https://www.g2.com/sellers/synology) - **Year Founded:** 2000 - **HQ Location:** Taiwan - **Twitter:** @Synology (67,298 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/synology/ (974 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 41% Small-Business, 31% Mid-Market #### What Are Recent G2 Reviews of Virtual Machine Manager? **"[Virtual Machine Manager = Simplified VM Management!](https://www.g2.com/survey_responses/virtual-machine-manager-review-5208636)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/virtual-machine-manager-review-5208636) --- **"[Experienced Multi Platform supported VMM](https://www.g2.com/survey_responses/virtual-machine-manager-review-4107486)"** **Rating:** 4.5/5.0 stars *— Nileshkumar P.* [Read full review](https://www.g2.com/survey_responses/virtual-machine-manager-review-4107486) --- #### What Are G2 Users Discussing About Virtual Machine Manager? - [What is Virtual Machine Manager used for?](https://www.g2.com/discussions/what-is-virtual-machine-manager-used-for) - [How do I use Virtual Machine Manager?](https://www.g2.com/discussions/how-do-i-use-virtual-machine-manager) - [What is Virtual Machine Management Service?](https://www.g2.com/discussions/what-is-virtual-machine-management-service) - [What is the software used to manage virtual host?](https://www.g2.com/discussions/what-is-the-software-used-to-manage-virtual-host) - [What is virtual machine platform feature?](https://www.g2.com/discussions/what-is-virtual-machine-platform-feature) ### 16. [Hivelocity](https://www.g2.com/products/hivelocity/reviews) With over 21 years in business, Hivelocity is a privately held company that delivers bare metal, enterprise cloud, virtual servers, and colocation solutions. With 50+ international locations across 6 continents, Hivelocity has the most locations in the industry. Since 2002, we have built our foundation around a world-class network, 24/7 U.S.-based customer service, and enterprise-grade security. **Average Rating:** 4.6/5.0 **Total Reviews:** 38 **How Do G2 Users Rate Hivelocity?** - **Public Cloud:** 10.0/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 10.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 10.0/10 (Category avg: 8.3/10) **Who Is the Company Behind Hivelocity?** - **Seller:** [Hivelocity](https://www.g2.com/sellers/hivelocity) - **Year Founded:** 2002 - **HQ Location:** Tampa, US - **Twitter:** @HIVELOCITY (8,966 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/hivelocity-hosting/ (124 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 74% Small-Business #### What Are Hivelocity's Pros and Cons? **Pros:** - Customer Support (3 reviews) - Affordable (2 reviews) - Cost Effectiveness (2 reviews) - Helpful (2 reviews) - 24/7 Support (1 reviews) **Cons:** - Poor Customer Support (2 reviews) - Slow Response (1 reviews) - Technical Difficulties (1 reviews) - Technical Issues (1 reviews) ### What Do G2 Reviewers Say About Hivelocity? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **responsive customer support** of Hivelocity, highlighting their great service and quick provisioning times. - Users admire Hivelocity for its **affordable pricing** , offering great value without limits compared to competitors. - Users value the **cost effectiveness** of Hivelocity, appreciating the great value and competitive pricing offered. - Users value Hivelocity's **responsiveness and exceptional support** , along with competitive pricing and fast provisioning times. - Users value the **24/7 support** from Hivelocity, ensuring assistance whenever needed for seamless service. **Cons:** - Users express frustration over **poor customer support** , citing unresolved issues and lack of dedicated technicians despite premium costs. - Users express frustration with Hivelocity's **slow response** times, especially when dealing with serious technical problems. - Users express frustration over **technical difficulties** due to lack of dedicated support and unresolved issues for extended periods. - Users are frustrated by **technical issues** , receiving inadequate support and no dedicated technician during critical problems. #### What Are Recent G2 Reviews of Hivelocity? **"[High bang for your buck](https://www.g2.com/survey_responses/hivelocity-review-10833958)"** **Rating:** 4.5/5.0 stars *— Samuel M.* [Read full review](https://www.g2.com/survey_responses/hivelocity-review-10833958) --- **"[Great Value and Excellent Support with Hivelocity](https://www.g2.com/survey_responses/hivelocity-review-12046004)"** **Rating:** 5.0/5.0 stars *— Cameron C.* [Read full review](https://www.g2.com/survey_responses/hivelocity-review-12046004) --- ### 17. [Alibaba Elastic GPU Service](https://www.g2.com/products/alibaba-elastic-gpu-service/reviews) Elastic GPU Service (EGS) is a GPU-based computing service ideal for scenarios such as deep learning, video processing, scientific computing, and visualization. EGS solutions use the following GPUs: AMD FirePro S7150, NVIDIA Tesla M40, NVIDIA Tesla P100, NVIDIA Tesla P4, and NVIDIA Tesla V100. **Average Rating:** 4.3/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Alibaba Elastic GPU Service?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Alibaba Elastic GPU Service?** - **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba) - **HQ Location:** Hangzhou - **Twitter:** @alibaba_cloud (1,189,812 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1218665/ (5,110 employees on LinkedIn®) - **Ownership:** BABA - **Total Revenue (USD mm):** $509,711 **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 73% Enterprise, 20% Mid-Market #### What Are Recent G2 Reviews of Alibaba Elastic GPU Service? **"[Simple to implement, fast video process. ](https://www.g2.com/survey_responses/alibaba-elastic-gpu-service-review-1733356)"** **Rating:** 4.0/5.0 stars *— Kristina D.* [Read full review](https://www.g2.com/survey_responses/alibaba-elastic-gpu-service-review-1733356) --- **"[The GPU; It provides better performance. ](https://www.g2.com/survey_responses/alibaba-elastic-gpu-service-review-1840157)"** **Rating:** 4.5/5.0 stars *— Oleary M M.* [Read full review](https://www.g2.com/survey_responses/alibaba-elastic-gpu-service-review-1840157) --- #### What Are G2 Users Discussing About Alibaba Elastic GPU Service? - [What is Alibaba Elastic GPU Service used for?](https://www.g2.com/discussions/what-is-alibaba-elastic-gpu-service-used-for) ### 18. [Aiven for Redis](https://www.g2.com/products/aiven-aiven-for-redis/reviews) Acting as a central hub for all database needs, Aiven offers relational and non-relational database services along with a visualization suite and high-throughput message broker. Our service offering includes Kafka, PostgreSQL, MySQL, Opensearch, Elasticsearch, Cassandra, Redis, InfluxDB, M3 and Grafana. All Aiven services are billed by the hour based on actual usage with no hidden fees. Start your 30-day trial today! **Average Rating:** 4.4/5.0 **Total Reviews:** 33 **How Do G2 Users Rate Aiven for Redis?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind Aiven for Redis?** - **Seller:** [Aiven](https://www.g2.com/sellers/aiven) - **Year Founded:** 2016 - **HQ Location:** Helsinki, Southern Finland - **Twitter:** @aiven_io (4,104 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10294984/ (464 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 58% Small-Business, 24% Mid-Market #### What Are Aiven for Redis's Pros and Cons? **Pros:** - Ease of Use (5 reviews) - Features (4 reviews) - Setup Ease (2 reviews) - Cloud Storage (1 reviews) - Cost Reduction (1 reviews) **Cons:** - Limited Free Access (2 reviews) - Limited Features (1 reviews) - Poor Customer Support (1 reviews) - Poor Documentation (1 reviews) ### What Do G2 Reviewers Say About Aiven for Redis? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Aiven for Redis, enjoying quick setup and seamless integration with projects. - Users appreciate the **flexibility in choosing cloud providers** , enabling tailored solutions based on preferences and costs. - Users appreciate the **super easy and instant setup** of Aiven for Redis, enhancing their overall experience significantly. - Users appreciate the **variety of cloud provider choices** Aiven for Redis offers, enabling flexibility based on preferences and costs. - Users appreciate the **cost reduction** options with Aiven for Redis, enabling affordable choices for cloud services and projects. **Cons:** - Users find **limited free access** as a drawback, lacking sufficient trial options and support for their needs. - Users find the **limited features** of Aiven for Redis restrictive, especially the absence of a filtering option in logs. - Users face challenges with **poor customer support** , making problem resolution frustrating and time-consuming. - Users find the **poor documentation** of Aiven for Redis lacking essential sample code and trial options. #### What Are Recent G2 Reviews of Aiven for Redis? **"[Complex task were very simple to implement , great UI and monitoring tools](https://www.g2.com/survey_responses/aiven-for-redis-review-9945901)"** **Rating:** 5.0/5.0 stars *— PRIYANSHU JAIN 2.* [Read full review](https://www.g2.com/survey_responses/aiven-for-redis-review-9945901) --- **"[Good choice for cloud based database hosting](https://www.g2.com/survey_responses/aiven-for-redis-review-9740292)"** **Rating:** 5.0/5.0 stars *— Dmitri S.* [Read full review](https://www.g2.com/survey_responses/aiven-for-redis-review-9740292) --- #### What Are G2 Users Discussing About Aiven for Redis? - [What is Aiven Cloud Data Platform used for?](https://www.g2.com/discussions/what-is-aiven-cloud-data-platform-used-for) ### 19. [Netrepid](https://www.g2.com/products/netrepid/reviews) Netrepid is a provider of colocation, infrastructure and application hosting services designed to accelerate your technology while keeping your costs scalable and relative to your needs. No matter the size of your operations, you can still function with the ease and efficiency of a business twice your size with our infrastructure hosting. You pay for only the resources you use, which makes this an affordable and scalable solution for businesses of any size. Our infrastructure hosting also ensures your most valuable business resources are protected by a system far more secure than the lock on your office door. Our solutions can help you meet security standards, redundancy needs and regulatory requirements all for a fraction of the cost of trying to replicate the same infrastructure in-house. **Average Rating:** 4.5/5.0 **Total Reviews:** 68 **How Do G2 Users Rate Netrepid?** - **Public Cloud:** 9.2/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 9.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 10.0/10 (Category avg: 8.3/10) **Who Is the Company Behind Netrepid?** - **Seller:** [Netrepid](https://www.g2.com/sellers/netrepid) - **Year Founded:** 2004 - **HQ Location:** Harrisburg, PA - **Twitter:** @Netrepid (292 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1789832/ (4 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Non-Profit Organization Management - **Company Size:** 72% Small-Business, 25% Mid-Market #### What Are Recent G2 Reviews of Netrepid? **"[Good and reliable tool.](https://www.g2.com/survey_responses/netrepid-review-4330763)"** **Rating:** 4.5/5.0 stars *— Verified User in Telecommunications* [Read full review](https://www.g2.com/survey_responses/netrepid-review-4330763) --- **"[Great service hosting software.](https://www.g2.com/survey_responses/netrepid-review-4350222)"** **Rating:** 4.5/5.0 stars *— Sasha W.* [Read full review](https://www.g2.com/survey_responses/netrepid-review-4350222) --- #### What Are G2 Users Discussing About Netrepid? - [What is Netrepid used for?](https://www.g2.com/discussions/what-is-netrepid-used-for) ### 20. [Alibaba E-HPC](https://www.g2.com/products/alibaba-e-hpc/reviews) Alibaba Cloud Elastic High Performance Computing (E-HPC) is an end-to-end public cloud service. E-HPC provides individual users, education and research institutions, and public institutions with a fast, elastic, and secure cloud compute platform that interconnects with Alibaba Cloud products. **Average Rating:** 4.2/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Alibaba E-HPC?** - **Public Cloud:** 5.8/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 6.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.3/10 (Category avg: 8.3/10) **Who Is the Company Behind Alibaba E-HPC?** - **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba) - **HQ Location:** Hangzhou - **Twitter:** @alibaba_cloud (1,189,812 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1218665/ (5,110 employees on LinkedIn®) - **Ownership:** BABA - **Total Revenue (USD mm):** $509,711 **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 50% Enterprise, 36% Mid-Market #### What Are Recent G2 Reviews of Alibaba E-HPC? **"[Flash speed](https://www.g2.com/survey_responses/alibaba-e-hpc-review-6828249)"** **Rating:** 4.5/5.0 stars *— Verified User in Telecommunications* [Read full review](https://www.g2.com/survey_responses/alibaba-e-hpc-review-6828249) --- **"[Quick to implement. ](https://www.g2.com/survey_responses/alibaba-e-hpc-review-1876696)"** **Rating:** 4.0/5.0 stars *— Oleary M M.* [Read full review](https://www.g2.com/survey_responses/alibaba-e-hpc-review-1876696) --- #### What Are G2 Users Discussing About Alibaba E-HPC? - [What is Alibaba E-HPC used for?](https://www.g2.com/discussions/what-is-alibaba-e-hpc-used-for) ### 21. [OVHcloud](https://www.g2.com/products/ovhcloud/reviews) OVHcloud is a global player and the leading European cloud provider operating 450,000 servers within its own 34 data centers across 4 continents. For more than 20 years, the Group has been leveraging an integrated model that provides full control of our value chain, from designing our servers to managing our data centers through to orchestrating our fibre-optic network. This unique approach enables OVHcloud to cover, independently, the full spectrum of use cases for our 1.6 million customers across 140 countries. OVHcloud now offers customers the latest-generation solutions that combine high performance, predictable pricing and full data sovereignty to support their unfettered growth. **Average Rating:** 3.2/5.0 **Total Reviews:** 74 **How Do G2 Users Rate OVHcloud?** - **Public Cloud:** 8.9/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 6.3/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.3/10 (Category avg: 8.3/10) **Who Is the Company Behind OVHcloud?** - **Seller:** [OVH SAS](https://www.g2.com/sellers/ovh-sas) - **Year Founded:** 1999 - **HQ Location:** Roubaix, FR - **Twitter:** @OVHcloud (67,292 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1883877/ (3,251 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Internet - **Company Size:** 85% Small-Business, 8% Mid-Market #### What Are OVHcloud's Pros and Cons? **Pros:** - Affordable (2 reviews) - Affordable Pricing (1 reviews) - Cloud Management (1 reviews) - Cost Effectiveness (1 reviews) - Cost-Effectiveness (1 reviews) **Cons:** - Complex Usability (2 reviews) - Confusing (2 reviews) - Learning Curve (2 reviews) - Poor Customer Support (2 reviews) - Technical Issues (2 reviews) ### What Do G2 Reviewers Say About OVHcloud? *AI-generated summary from verified user reviews* **Pros:** - Users value the **affordable pricing** and versatile VPS options offered by OVHcloud, enhancing their overall experience. - Users value the **affordable pricing** of OVHcloud, along with its reliable uptime and minimal downtime. - Users value OVHcloud for its **competitive pricing and reliable performance** , offering diverse solutions for all project sizes. - Users appreciate the **cost effectiveness** of OVHcloud, enjoying reasonable pricing and excellent uptime performance. - Users praise the **cost-effectiveness** of OVHcloud, highlighting reasonable pricing and excellent uptime performance. **Cons:** - Users face **complex usability** issues with OVHcloud due to buggy software and inadequate support, complicating their experience. - Users find OVHcloud's interface **confusing** , reporting bugs and inadequate support that complicate their overall experience. - Users find the **learning curve challenging** due to buggy software and poor documentation, complicating usage and integration. - Users express frustration with **poor customer support** , citing inadequate assistance and disorganized service experiences. - Users report **technical issues** with OVHcloud's software, including bugs, pricing inconsistencies, and poor support experiences. #### What Are Recent G2 Reviews of OVHcloud? **"[A rich offer and gentle prices on TLDs](https://www.g2.com/survey_responses/ovhcloud-review-13010144)"** **Rating:** 4.0/5.0 stars *— Verified User in Internet* [Read full review](https://www.g2.com/survey_responses/ovhcloud-review-13010144) --- **"[My opinion on OVH](https://www.g2.com/survey_responses/ovhcloud-review-10295241)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Services* [Read full review](https://www.g2.com/survey_responses/ovhcloud-review-10295241) --- #### What Are G2 Users Discussing About OVHcloud? - [What companies use OVH?](https://www.g2.com/discussions/what-companies-use-ovh) - [What does OVH host?](https://www.g2.com/discussions/what-does-ovh-host) - [Where is OVHcloud based?](https://www.g2.com/discussions/where-is-ovhcloud-based) - [What is an OVH used for?](https://www.g2.com/discussions/what-is-an-ovh-used-for) - 1 comment ### 22. [VMware Cloud Director](https://www.g2.com/products/vmware-cloud-director/reviews) The VMware vCloud Suite is a complete cloud infrastructure solution that simplifies IT operations while delivering the best SLAs for all applications. **Average Rating:** 4.2/5.0 **Total Reviews:** 16 **How Do G2 Users Rate VMware Cloud Director?** - **Public Cloud:** 10.0/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 10.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.3/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 10.0/10 (Category avg: 8.3/10) **Who Is the Company Behind VMware Cloud Director?** - **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166) - **Year Founded:** 1991 - **HQ Location:** San Jose, CA - **Twitter:** @broadcom (63,909 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/broadcom/ (55,094 employees on LinkedIn®) - **Ownership:** NASDAQ: CA **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 53% Mid-Market, 24% Enterprise #### What Are Recent G2 Reviews of VMware Cloud Director? **"[VMware Cloud are one of powerfull cloud Pruduct which i used and implement in my project.](https://www.g2.com/survey_responses/vmware-cloud-director-review-7692236)"** **Rating:** 5.0/5.0 stars *— Miduk .* [Read full review](https://www.g2.com/survey_responses/vmware-cloud-director-review-7692236) --- **"[One of its kind cloud platform](https://www.g2.com/survey_responses/vmware-cloud-director-review-7427805)"** **Rating:** 5.0/5.0 stars *— Roman-Oko S.* [Read full review](https://www.g2.com/survey_responses/vmware-cloud-director-review-7427805) --- #### What Are G2 Users Discussing About VMware Cloud Director? - [What is VMware Cloud Director used for?](https://www.g2.com/discussions/what-is-vmware-cloud-director-used-for) ### 23. [CloudSigma](https://www.g2.com/products/cloudsigma/reviews) CloudSigma is a pure-cloud infrastructure-as-a-service (IaaS) and platform-as-a-service (PaaS) provider that’s enabling the digital industrial economy through its highly-available, flexible, enterprise-class hybrid cloud servers and cloud hosting solutions in Europe, the U.S., Asia, and Australia. CloudSigma is the most customizable cloud provider on the market, giving customers full control over their cloud and eliminating restrictions on how users deploy their computing resources. With CloudSigma, customers can provision processing, storage, networks, and other fundamental computing resources as they please, as well as easily deploy any compatible operating system or application with full root/administrative access. The result is the highest-performing cloud at the most efficient price possible. CloudSigma’s PaaS solution offers a next-generation container-based cloud platform with certified runtimes for Java, PHP, Ruby, Python, .NET, Node.js, and Go. Our PaaS platform enables the provision of fully managed, scalable environments for Kubernetes and Docker environments in minutes. You can also build and deploy scalable microservices quickly and effortlessly. CloudSigma PaaS helps businesses reduce their IT infrastructure management costs & efforts and focus on their business growth. CloudSigma is increasingly being recognized for its advancement in the cloud industry. For our customers CloudSigma means: \*High flexibility & no vendor lock-in \*Excellent price-performance ratio \*Unprecedented customer support \*European headquarters Due to the high level of expertise and personal engagement of our employees with the customers' needs and issues we have delivered value to all stakeholders. Some of the clients that place their trust in CloudSigma are the European Space Agency, CERN, Deutsche Boerse, Siemens, Picturepark, and many more. If you are interested to evaluate our platform, please use the link below: https://autodetect.cloudsigma.com \*\*\* Cloud-as-a-Service (CaaS) CloudSigma’s Cloud-as-a-Service (CaaS) solution is enabling data centres, telecommunications or IT, service providers, to offer high-quality public cloud service alongside their existing products. The CaaS operational and commercial model is founded on a collaboration between CloudSigma and the partner. Our CaaS solution offers a unique fully managed public cloud node as part of our global cloud network. CaaS partners benefit from a zero execution risk, high service quality cloud services solution that can be deployed in under 45 days. Data centers, telecommunications, or IT service providers focus on the expansion of their market reach and offering of newly integrated value-added services whilst CloudSigma focuses on delivering a world-class cloud solution underneath. **Average Rating:** 4.3/5.0 **Total Reviews:** 12 **How Do G2 Users Rate CloudSigma?** - **Public Cloud:** 8.6/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 8.9/10 (Category avg: 8.3/10) **Who Is the Company Behind CloudSigma?** - **Seller:** [CloudSigma](https://www.g2.com/sellers/cloudsigma) - **Year Founded:** 2009 - **HQ Location:** Zug - **Twitter:** @CloudSigma (20,566 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1121696/ (44 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 53% Enterprise, 40% Small-Business #### What Are Recent G2 Reviews of CloudSigma? **"[Cloudsigma has a lot of notable key differentiators / key features among its competitors.](https://www.g2.com/survey_responses/cloudsigma-review-9951874)"** **Rating:** 5.0/5.0 stars *— Verified User in Consulting* [Read full review](https://www.g2.com/survey_responses/cloudsigma-review-9951874) --- **"[Best cloud service with one click solutions from the Paas environments](https://www.g2.com/survey_responses/cloudsigma-review-8343525)"** **Rating:** 5.0/5.0 stars *— Raviteja R.* [Read full review](https://www.g2.com/survey_responses/cloudsigma-review-8343525) --- ### 24. [Apache CloudStack](https://www.g2.com/products/apache-cloudstack/reviews) Apache CloudStack is open source software designed to deploy and manage large networks of virtual machines on scalable Infrastructure as a Service (IaaS) cloud computing platform. **Average Rating:** 4.4/5.0 **Total Reviews:** 25 **How Do G2 Users Rate Apache CloudStack?** - **Public Cloud:** 5.0/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 5.0/10 (Category avg: 8.3/10) **Who Is the Company Behind Apache CloudStack?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,408 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 37% Enterprise, 37% Small-Business #### What Are Recent G2 Reviews of Apache CloudStack? **"[Apache CloudStack Review](https://www.g2.com/survey_responses/apache-cloudstack-review-7917865)"** **Rating:** 5.0/5.0 stars *— Joshua Drew A.* [Read full review](https://www.g2.com/survey_responses/apache-cloudstack-review-7917865) --- **"[Good Service](https://www.g2.com/survey_responses/apache-cloudstack-review-8181499)"** **Rating:** 4.0/5.0 stars *— Quân H.* [Read full review](https://www.g2.com/survey_responses/apache-cloudstack-review-8181499) --- ### 25. [Alibaba Virtual Private Cloud](https://www.g2.com/products/alibaba-virtual-private-cloud/reviews) VPC helps you build an isolated network environment based on Alibaba Cloud including customizing the IP address range, network segment, route table, and gateway. In addition, you can connect VPC and a traditional IDC through a leased line, VPN, or GRE to provide hybrid cloud services. **Average Rating:** 4.2/5.0 **Total Reviews:** 20 **How Do G2 Users Rate Alibaba Virtual Private Cloud?** - **Public Cloud:** 9.2/10 (Category avg: 8.4/10) - **Virtual Machines (VMs):** 10.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Hybrid Cloud:** 6.7/10 (Category avg: 8.3/10) **Who Is the Company Behind Alibaba Virtual Private Cloud?** - **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba) - **HQ Location:** Hangzhou - **Twitter:** @alibaba_cloud (1,189,812 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1218665/ (5,110 employees on LinkedIn®) - **Ownership:** BABA - **Total Revenue (USD mm):** $509,711 **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services - **Company Size:** 64% Enterprise, 18% Mid-Market #### What Are Alibaba Virtual Private Cloud's Pros and Cons? **Pros:** - Cloud Storage (1 reviews) - Cost Efficiency (1 reviews) - Customer Support (1 reviews) - Features (1 reviews) - Free Credits (1 reviews) **Cons:** - Poor Customer Support (2 reviews) - Integration Issues (1 reviews) - Lack of Training (1 reviews) - Limited Features (1 reviews) ### What Do G2 Reviewers Say About Alibaba Virtual Private Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **secure cloud service** of Alibaba Virtual Private Cloud, with advanced features and great usability. - Users highlight the **cost efficiency** of Alibaba Virtual Private Cloud, appreciating its effective pricing and free trial. - Users appreciate the **excellent customer support** of Alibaba Virtual Private Cloud, enhancing the overall cloud experience. - Users appreciate the **advanced features and strong security** of Alibaba Virtual Private Cloud, enhancing usability across different environments. - Users value the **free credits** provided by Alibaba Virtual Private Cloud, allowing them to explore its features cost-effectively. **Cons:** - Users find that the **poor customer support** of Alibaba Virtual Private Cloud hampers assistance and overall satisfaction. - Users find **integration issues** challenging, requiring prior knowledge and support for a smoother experience with Alibaba VPC. - Users note a **lack of training** required for Alibaba Virtual Private Cloud, hindering accessibility and support effectiveness. - Users find Alibaba Virtual Private Cloud to have **limited features** compared to competitors, impacting its overall effectiveness. #### What Are Recent G2 Reviews of Alibaba Virtual Private Cloud? **"[Alibaba Cloud is a popular cloud computing service.](https://www.g2.com/survey_responses/alibaba-virtual-private-cloud-review-8353910)"** **Rating:** 4.0/5.0 stars *— Vinod Kumar S.* [Read full review](https://www.g2.com/survey_responses/alibaba-virtual-private-cloud-review-8353910) --- **"[Best suite for value of money and security](https://www.g2.com/survey_responses/alibaba-virtual-private-cloud-review-8242902)"** **Rating:** 5.0/5.0 stars *— Ganesh L.* [Read full review](https://www.g2.com/survey_responses/alibaba-virtual-private-cloud-review-8242902) --- #### What Are G2 Users Discussing About Alibaba Virtual Private Cloud? - [What is Alicloud VPC?](https://www.g2.com/discussions/what-is-alicloud-vpc) - [Is Alibaba private cloud?](https://www.g2.com/discussions/is-alibaba-private-cloud) - [What does Alibaba Cloud provide?](https://www.g2.com/discussions/what-does-alibaba-cloud-provide) - [What is a key feature of virtual private cloud?](https://www.g2.com/discussions/what-is-a-key-feature-of-virtual-private-cloud) ## What Is Infrastructure as a Service (IaaS) Software? [IT Infrastructure Software](https://www.g2.com/categories/it-infrastructure) ## What Software Categories Are Similar to Infrastructure as a Service (IaaS) Software? - [VPS Hosting Platforms](https://www.g2.com/categories/vps-hosting-platforms) - [Server Virtualization Software](https://www.g2.com/categories/server-virtualization) - [Virtual Private Cloud (VPC) Software](https://www.g2.com/categories/virtual-private-cloud-vpc) --- ## How Do You Choose the Right Infrastructure as a Service (IaaS) Software? ### What You Should Know About Infrastructure as a Service ### What is Infrastructure as a Service (IaaS)? Infrastructure as a service (IaaS) is a cloud computing model that outsources IT infrastructure. IaaS providers purchase and manage expensive, physical computing resources while providing a wide range of cloud services in return. Companies essentially rent out the provider’s processing power to virtualize servers, store data, and facilitate network traffic. IaaS offerings allow businesses to create and utilize virtual hardware tools without buying, building, or hosting them. These tools are provided externally as virtualized servers, databases, or bandwidth, as well as other tools. **What Does IaaS Stand For?** IaaS stands for infrastructure as a service. The products deliver virtualized infrastructure deployed on the physical resources of a cloud services provider. They deliver these virtualized solutions in the form of a managed service, hence it is called infrastructure “as a service.” #### What Types of Infrastructure as a Service (IaaS) Exist? It is common for IT departments to use a patchwork of IaaS solutions to manage web applications across multiple environments. However, this complex architecture needs to be evaluated constantly to maintain efficiency and meet business goals. Deciding between using public, private, or hybrid clouds usually comes down to performance and cost. **Public cloud** Public clouds are the most cost-effective route when choosing an IaaS provider, as they allow businesses to reduce upfront spending on hardware and maintenance costs. Technical benefits of public cloud options include scalability, reliability, and broader feature sets. Public cloud options are popular among startups and small businesses; however, they may not be the best fit for businesses operating in industries regulated by data security laws (HIPAA, PCI, etc.). **Private cloud** Private clouds offer better security and compatibility for legacy web applications, as well as an easier migration process than public clouds. Private clouds can be housed in onsite data centers; however, most mid-market to enterprise-level businesses that use private clouds opt to use third-party IaaS service providers. Private clouds are popular among businesses in industries such as finance, healthcare, and commerce, where data security is held to a higher standard than in other industries. **Hybrid cloud** Hybrid clouds provide a combination of the two options mentioned above. Hybrid clouds are popular among large enterprises and other businesses looking to find common ground between security and cost. This approach to IaaS allows businesses to process certain parts of a web application in a public cloud while storing and processing confidential data in a private cloud. ** ** ### What are the Common Features of Infrastructure as a Service (IaaS)? The following are some core features within IaaS that can help users build, deploy, and manage cloud services: **Virtual machines (VMs):** IaaS software provides virtualized networks, applications, and operating systems. These solutions deliver emulated tools using the provider’s physical resources. VMs expand a user’s access to operating systems and host environments without requiring expensive hardware. **Storage management:** IaaS software provides management tools for data storage, database configuration, and scaling. These solutions give users access to a variety of databases and cloud storage applications that scale as use increases. Cloud-based storage can become especially important for preventing data loss. **Networking:** IaaS software lets users provision networks, deliver content, balance loads, and manage traffic. Networking features allow users to choose how data is connected and networks are communicating. **Cloud migration:** IaaS software allows data and VM transfers during adoption and maintenance. Digital transformation has caused many businesses to shift from on-premises infrastructure to cloud-based solutions. Cloud migration tools simplify and expedite the process of transferring systems to the cloud. **Analytics** : IaaS software lets users analyze storage, performance, and connectivity. Analytics features can help optimize performance for users by managing traffic and resource allocation. Some IaaS solutions also have big data analytics features to help users process enormous data sets. **Maintenance:** IaaS software enables maintenance to existing VMs to improve functionality and security. Maintenance features help users centralize control over their users, their endpoints, and the VMs they access. **Database management:** IaaS software supports managing different types of databases and integration methods. Database support can give users access to cloud databases and sync them to facilitate live updates. ### What are the Benefits of Infrastructure as a Service (IaaS)? **Outsourced infrastructure:** IaaS solutions can be a great fit for all businesses. For example, small businesses can avoid the costly process of building or buying in-house software solutions by using IaaS solutions. These tools can require heavy maintenance but are managed by the service provider rather than the small business. Instead of hosting the tools onsite, they are distributed through multiple data centers and maintained by the IaaS provider. **Scaling:** IaaS solutions are ideal for growing businesses. They are highly scalable and are offered on a pay-per-use basis. This means that companies don’t have to worry about surprises in cost. As the company grows and utilizes an existing plan, they are already presented with the price for additional usage. **Flexibility:** Small businesses with limited physical resources can subscribe to an IaaS solution and multiply their potential infrastructure. New, larger databases allow companies to use scalable storage solutions. Virtual desktops enable customers to utilize products across any platform. Companies are also provided with as much bandwidth as they need. **Outsourced management:** If a company has limited staff or time, they can also benefit from the automation of multiple tasks. This includes IT administrative duties, deployments, application monitoring, and others (depending on the provider). Providers control resources to optimize a company’s services or an application’s productivity. **Application lifecycle management:** Tech companies developing new software can benefit from IaaS solutions significantly during the development and testing phases. Application hosting and testing can be much cheaper through remote servers than through self-hosting. Users are able to test and deploy a tool multiple times without requiring in-house servers. They can then either keep an application hosted remotely or deploy it on in-house resources once the application is ready to be made publicly available. ### What are the Alternatives to Infrastructure as a Service (IaaS)? Alternatives to IaaS can replace this type of software, either partially or completely: [Managed hosting providers](https://www.g2.com/categories/managed-hosting): Managed hosting is essentially the precursor to IaaS. These providers will offer servers, VMs, and other hosting services on a smaller scale. IaaS offers a wider variety of services and a higher maximum performance and scalability threshold. [Virtual private servers (VPS) providers](https://www.g2.com/categories/virtual-private-servers-vps):  Both VPS and IaaS can be used to create individual servers, but IaaS has a significantly larger scope. IaaS operates with pay-per-use pricing and in many cases can virtualize entire data centers.  [Virtual private cloud (VPC) software](https://www.g2.com/categories/virtual-private-cloud-vpc): IaaS and VPC solutions both rely on third-party infrastructure and shared, fixed resources, but most VPC offerings can manage numerous servers and VMs to build their own cloud services rather than a single VPC.  VPC is often offered by IaaS providers, but isolates services from customers, improving control and security for the customer.  #### Software Related to Infrastructure as a Service (IaaS) Related solutions that can be used together with IaaS include: [Cloud platform as a service (PaaS)](https://www.g2.com/categories/cloud-platform-as-a-service-paas) **:** IaaS is typically considered the most bare bones offering model for cloud-based solutions. IaaS provides a wider range of functionality and customization compared to PaaS and software as a service (SaaS) offerings. IaaS delivers computing power and management capabilities, while PaaS and SaaS provide a range of prebuilt tools and applications. ### Challenges with Infrastructure as a Service (IaaS) **Security and compliance:** During the evaluation process, the buyer will need to take into consideration the data they plan on processing in the IaaS solution. Sensitive data such as intellectual property, medical records, and payment information require strict security controls. As regulations like the Payment Card Industry Data Security Standard (PCI DSS) and Health Insurance Portability and Accountability Act (HIPAA) dictate how confidential data is stored and transferred, businesses governed by these will have to make sure their IaaS provider can meet these standards. **Existing infrastructure:** Businesses with existing cloud infrastructure will have to consider the cost and effort necessary to migrate to or integrate with a new cloud solution. While migrating to a private cloud can be easier for businesses with existing infrastructure, public clouds offer broader feature sets and lower costs. Furthermore, several IaaS providers offer entire ecosystems around their solutions which can also influence buying decisions. ### How to Buy Infrastructure as a Service (IaaS) #### Requirements Gathering (RFI/RFP) for Infrastructure as a Service (IaaS) The first step to purchasing an IaaS solution is to outline the options. Companies should include the dominant cloud computing service providers, but also explore alternatives with additional features, services, and integrations. Additional considerations should also include costs, staffing limitations, and required services_. _ #### Compare Infrastructure as a Service (IaaS) Products **Create a long list** Once the requirements are outlined, buyers should rank the tools by priority and identify the ones with as many of the features that fit the budget window. It is recommended to restrict the list to products with desired features, pricing, data center locations, and deployment methods to identify a dozen or so options.  **Create a short list** Once the long list is limited to affordable products with the desired features, it’s time to search for third-party validation. At this point, for each tool, the buyer must analyze end-user reviews and analyst reports. Combining these specified factors should help rank options and eliminate poorly performing products. _ _ **Conduct demos** With the list narrowed down to three to five possible products, businesses can reach out to vendors and schedule demos. This will help to get first-hand experience with the product, ask targeted questions, and gauge the vendors quality of service._ _ #### Selection of Infrastructure as a Service (IaaS) Providers **Choose a selection team** To choose a selection team, decision makers need to involve subject matter experts from all teams that will use the system. For IaaS software, this primarily involves IT managers, developers, and security staff. Any manager or department-level leader should also include individuals managing any solution the backup product will be integrating with.  **Negotiation** Depending on the maturity of the business, the seniority of the negotiation team may vary. It is advisable to include relevant directors or managers in the security and IT departments as well as from any other cross-functional departments that may be impacted. **Final decision** If the company has a chief technology officer, that individual will likely make the decision.  If not, companies must trust their security professionals’ ability to use and understand the product.  ### What Does Infrastructure as a Service (IaaS) Cost? IaaS offerings are virtually all priced using the pay-per-use model. This means companies can pick and choose which services they would like to utilize and pay only for those services. The cost is typically determined by the kind of services a customer is licensing and how much computing capacity they use. Additionally, services may be available for companies to purchase future, scheduled services, or ad-hoc instances, or both. Some providers also include volume-based discounts for high-scale usage and packaged discounts that include numerous services.  #### Return on Investment (ROI) ROI for IaaS is typically determined by the cost of adoption relative to the cost of purchasing and managing in-house, on-premises infrastructure. The former will be faster and cheaper, as it requires no physical implementation or perpetual maintenance staffing. The latter, on-premises infrastructure will cost more upfront, but ROI will still depend on the staff available and the long-term scaling plans._ _ ### Infrastructure as a Service (IaaS) Trends **Microservices:** Infrastructure is the backbone of any cloud service offering. Microservices architecture is an evolving approach to building, deploying, and maintaining software systems. Microservices typically provide a suite of applications or plug-and-play modules to support a company’s specific needs. Microservices control how independent applications communicate with each other. Often powered by an IaaS solution, microservices can be used to develop virtually any software solution from wearable technology to fintech solutions.