# Best Infrastructure as a Service (IaaS) Software - Page 14 ## How Many Infrastructure as a Service (IaaS) Software Products Does G2 Track? **Total Products under this Category:** 245 ### Category Stats (Aug 2026) - **Average Rating:** 4.38/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Contabo (+5.21%) - Among all products in this category, Contabo recorded the largest rating increase compared to last month _Last updated: August 01, 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 - 16,400+ Authentic Reviews - 245+ 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. ## G2 Grid® for Infrastructure as a Service (IaaS) Software ![G2 Grid® for Infrastructure as a Service (IaaS) Software plotting products by satisfaction and market presence](https://www.g2.com/categories/infrastructure-as-a-service-iaas/grids.png?focus%5B%5D=54374&focus%5B%5D=583&focus%5B%5D=10922&focus%5B%5D=126474&focus%5B%5D=6599&focus%5B%5D=2908&focus%5B%5D=1644&focus%5B%5D=52160) Highlighted products: VMware Cloud Foundation (VCF), Amazon EC2, VMware vSphere, Acronis Cyber Protect Cloud, Google Compute Engine, Akamai Cloud Computing, DigitalOcean, and Azure Virtual Machines. Underlying data: [Grid® JSON](https://www.g2.com/categories/infrastructure-as-a-service-iaas/grids.json?focus%5B%5D=vmware-cloud-foundation-vcf&focus%5B%5D=amazon-ec2&focus%5B%5D=vmware-vsphere&focus%5B%5D=acronis-cyber-protect-cloud&focus%5B%5D=google-compute-engine&focus%5B%5D=akamai-cloud-computing&focus%5B%5D=digitalocean&focus%5B%5D=azure-virtual-machines) **Sponsored** ### FMX FMX: CMMS and Facilities Operations Software for Education, Government, and Commercial Organizations FMX is a cloud-based Computerized Maintenance Management System (CMMS) and facilities management platform designed to help organizations across K-12 and higher education, property management, manufacturing, state and local government, healthcare, hospitality, and faith-based organizations improve operational efficiency, extend asset lifespan, and make data-driven decisions about capital investments. What FMX Does FMX centralizes work order management, preventive maintenance scheduling, asset tracking, fleet management, warehouse management, IT management, capital planning, event management, and rental and reservation management into a single, configurable platform. It is purpose-built for facility and maintenance teams who need actionable data to prioritize work, justify budgets, and demonstrate their department's impact to leadership. Core Capabilities - Work Order Management: Facility staff and end users can submit maintenance requests through intuitive, configurable forms on any device. Technicians resolve tickets in the field via mobile app, logging labor time, parts used, and costs. All resolution data rolls up automatically to asset-level reporting. - Preventive Maintenance: Schedule time-based or meter-based PMs for any asset or piece of equipment. Attach unique inspection checklists to each task to reduce process variation, ensure compliance, and extend equipment lifespan. - Asset Management: Maintain a complete digital record of every asset, including location, condition, acquisition cost, expected useful life, and associated documents, images, and service history, in one searchable system of record. - Capital Planning and Forecasting: FMX's capital planning dashboard aggregates asset data to project replacement timelines and costs by year. Facilities directors can model multiple budget scenarios, identify funding gaps, and present defensible capital expenditure forecasts to finance and leadership. - Mapping: Visualize assets, work orders, inventory and spaces on custom floor plan or geo-based maps. Color-coded pins mark exact locations while active work orders and PMs display geographically so technicians can plan efficient routes. Community members can report issues through a public, map-based portal without an FMX account. - Rental and Reservation Management: Allow staff and community members to book rooms, spaces, and equipment directly through FMX. Manage event logistics, coordinate cross-departmental needs, and process payments, all in one system. - Inventory and Parts Management: Manage parts, supplies, and consumables across one or multiple storerooms. Technicians log parts used directly on work orders, triggering automatic inventory deductions. Low-stock alerts, reorder thresholds, and vendor records keep critical parts available and purchasing workflows on track. - Fleet Management: Track and maintain vehicles alongside facility assets in a single system. Schedule meter-based or time-based PMs for vehicles, log mileage and fuel usage, manage repair history, and control fleet-related costs without managing a separate system. - IT Asset Management: Extend request and asset tracking beyond physical facilities to IT. Staff can submit technology-related service requests, IT teams can manage hardware and software asset records, and all IT work flows through the same configurable platform used for facilities operations. - Reporting and Analytics: Generate configurable reports and dashboards across work orders, assets, labor, costs, and maintenance history. Facilities directors can track team performance, identify recurring issues, and pull the operational data needed to justify budgets and support leadership decisions. Who Uses FMX - K-12 and higher education: School districts and universities use FMX to manage facilities across multiple campuses, streamline community requests, coordinate events, and meet compliance requirements. - Property management: Commercial and residential property managers use FMX to track tenant work orders, manage preventive maintenance across properties, and reduce deferred maintenance costs. - Manufacturing: Facilities and maintenance teams in manufacturing environments use FMX to reduce equipment downtime, enforce PM schedules, and support audit-ready record-keeping. - State and local government: Municipal and county facilities teams use FMX to manage public buildings, parks, and infrastructure, improving service request transparency, maintaining compliance documentation, and making the case for capital budget allocations to elected officials and administrators. - Other private sector organizations: Healthcare systems, faith-based organizations, hospitality groups, and other multi-site commercial organizations use FMX to centralize facilities operations, reduce equipment downtime, manage work across locations, and generate the reporting needed to control costs and support budget decisions. Key Differentiators - Intuitive, easy-to-use interface that drives adoption across both maintenance teams and non-technical staff - One configurable platform for facilities, maintenance, IT, and fleet teams to manage their operations, assets, and long-range planning without stitching together multiple systems - Mobile experience built for technicians in the field - Built-in reporting that surfaces the data facility leaders need to advocate for their teams and budgets - Fast implementation with dedicated onboarding support - Highly configurable without IT involvement - Outstanding customer service reflected in a 98% customer satisfaction rating, 97% renewal rate, and 2-hour support response time Bottom Line FMX moves facility, maintenance, IT, and fleet teams from reactive to proactive operations, giving them one platform to manage work, events, and long-range planning while controlling costs and demonstrating their department's impact to leadership. With a 98% customer satisfaction rating and 97% renewal rate, it is a proven choice for organizations in K-12 and higher education, state and local government, property management, manufacturing, healthcare, hospitality, and faith-based organizations. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=80&secure%5Bchosen_at%5D=2026-08-04T13%3A15%3A26Z&secure%5Bdisplayable_resource_id%5D=1631&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=20266&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=20266&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%3Fpage%3D14&secure%5Btoken%5D=aadee1f918f6ab361c8bf51c3d3cdaf447582897162b38f9ccb7964a9adc922d&secure%5Burl%5D=https%3A%2F%2Fwww.gofmx.com%2Ffixed-asset-management-software%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3DG2-Clicks%26utm_content%3Dasset-tracking&secure%5Burl_type%5D=custom_url) ### [NetApp Keystone StaaS](https://www.g2.com/products/netapp-keystone-staas/reviews) NetApp Keystone STaaS is an on-premises, cloud-like storage subscription service that delivers NetApp’s enterprise storage as an operational expense rather than a capital investment. Customers get guaranteed performance tiers, built-in data protection, and ONTAP’s full set of capabilities without needing to own, refresh, or manage the hardware lifecycle. Keystone provides elastic capacity, predictable billing, and a single subscription model that can span on-prem, hybrid cloud, and public cloud environments. Keystone STaaS is ideal for organizations that want to simplify storage operations, avoid large upfront purchases, or align storage spending with actual usage. It’s a strong fit for IT teams modernizing aging infrastructure, supporting unpredictable workloads, or building hybrid cloud architectures that require consistent data services across environments. Keystone also helps public sector and enterprise customers accelerate digital transformation by reducing complexity and providing guaranteed SLAs for availability and performance. #### Who Is the Company Behind NetApp Keystone StaaS? - **Seller:** [NetApp](https://www.g2.com/sellers/netapp) - **Year Founded:** 1992 - **HQ Location:** Sunnyvale, California - **Twitter:** @NetApp 118,015 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=03ef34693caf2db4f0f1b0b6f59cc875a5d965731467ae3f27332b9e672139a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2105%2F&secure%5Burl_type%5D=linkedin_company_website) 12,682 employees on LinkedIn® - **Ownership:** NASDAQ ### [NetMind Serverless Inference](https://www.g2.com/products/netmind-serverless-inference/reviews) Cheapest DeepSeek-R1-0528 inference API on the market & Pay as you go! We offer the cheapest DeepSeek-R1-0528 inference API ($0.5 | $1) among competitive providers with the 2nd highest output speed (51 tps) & 99.9999% uptime, optimized for speed, stability, & operational flexibility Additionally, our inference platform has 50+ latest off-the-shelf models (e.g. Qwen3, Llama4, Gemma 3, FLUX, StableDiffusion, & HunyuanVideo), covering LLMs, image, text, audio, and video processing. And as each new generation of leading-edge models goes live, we’ll again be among the first to make them available on our inference platform, just as we always do. Everything at NetMind is built for users who need speed, stability, and control. You can stream tokens or request the full completion, and tweak temperature, top-p, max-tokens, or system messages on the fly. Our built-in function calling lets you trigger external tools directly from model outputs. You can also integrate any MCP (Model Context Protocol) server into your project. Pricing: We offer each user $0.50 in free credit every month, and our pricing is strictly pay-as-you-go, you can scale up when demand surges and pay nothing when it doesn’t. NetMind Inference provides additional features including: Independent Infrastructure - Self-hosted inference engine, fully owned and operated. No part of the workload depends on third-party hosting - Deployed in SOC-compliant environments, which enforces strict controls over data security, availability, and confidentiality - No dependency on hyperscaler clouds, your workloads stay on independent infrastructure, freeing you from vendor lock-in and insulating operations from large-provider outages. Advanced Features Built for Developers - Function calling: the model can return structured JSON arguments that trigger your own APIs or microservices, automating downstream tasks. - Dynamic routing and fallback support: your requests are automatically steered to the healthiest model or region based on live latency and error rates - Token-level rate limiting and fine-grained control: set precise ceilings on the number of tokens each key can consume or generate, safeguarding budgets and preventing runaway usage. - Unified API experience across models: one NetMind Key unlocks everything for you! How to Get Started No enterprise deal or sales conversation is required. To run DeepSeek on our infrastructure, 1. Visit our website's model library 2. Create an API token: Access is self-serve and instant. 3. Start integrating: Use our documentation and SDKs to deploy DeepSeek for your use case—whether it’s for internal tools, customer-facing products, or research. NetMind Elevate Programme The NetMind Elevate Program provides AI startups with free and subsidized access to high-performance compute for inference. Each participant receives monthly inference credits and can apply for up to $10,000 in credits, awarded on a first-come, first-served basis. Elevate helps early-stage teams overcome infrastructure barriers during critical phases like deployment, scaling, and iteration. In addition to A100, H100, and L40 GPUs and API-level control, participants receive startup-focused AI consulting to guide architecture, optimization, and growth. The program’s founder-friendly model supports capital efficiency, making it ideal for teams building applied AI products that demand high-speed, cost-effective inference. #### Who Is the Company Behind NetMind Serverless Inference? - **Seller:** [NetMind.AI](https://www.g2.com/sellers/netmind-ai) - **Year Founded:** 2021 - **HQ Location:** London, GB - **Twitter:** @NetmindAi 45,991 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5e1878f06397198e1eda861b583a476f2a338520082d23ed654ba6b2b05c0276&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnetmind-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 31 employees on LinkedIn® ### [netooze](https://www.g2.com/products/netooze/reviews) Netooze provides a simple cloud platform to deploy, manage, and scale applications of any size, removing infrastructure friction and providing predictability so startups, IT teams, developers, and SysAdmins can spend more time building better software. vStack cloud servers start under $5/mo. Deploy in under 55 seconds. #### Who Is the Company Behind netooze? - **Seller:** [netooze](https://www.g2.com/sellers/netooze) - **Year Founded:** 2021 - **HQ Location:** Kingston, JM - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=92540e082a8da8ba79c0866e5216153edddadd5fe8a872138ecb90a481bc0eb3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjamaicahomes&secure%5Burl_type%5D=linkedin_company_website) 8 employees on LinkedIn® ### [NovaGlobal](https://www.g2.com/products/novaglobal/reviews) Novaglobal Pte Ltd is a well-established ASEAN company delivering comprehensive AI, HPC & Cloud solutions to companies and research institutions. Our systems are already in deployment with major organizations in the region. It partners leading technology companies including Adaptive Computing, Bright Computing, DELL, Huawei, Lenovo, IBM, IGUAZIO, NVIDIA and NICE in delivering cutting edge technologies for scientific computing #### Who Is the Company Behind NovaGlobal? - **Seller:** [NovaGlobal](https://www.g2.com/sellers/novaglobal) - **Year Founded:** 1996 - **HQ Location:** Singapore, SG - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=987579f5c522d54c76099c45cf5009f5380c89f2d3377348d30cd28d5a11111c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnovaglobal-pte-ltd&secure%5Burl_type%5D=linkedin_company_website) 19 employees on LinkedIn® ### [Omega Gradient](https://www.g2.com/products/omega-gradient/reviews) Omega Gradient is a GPU supply sourcing and intelligence desk with an on-demand compute marketplace. Unlike single-cloud vendors, it takes no position on whose hardware you rent: it aggregates live inventory from multiple upstream GPU clouds into one catalog, normalizes everything to $/GPU-hour, routes each deployment to the cheapest qualifying provider, and shows the final price upfront. Deploys, status, and termination are passthrough; billing is prepaid credits through Stripe with hourly drawdown. The same pipeline powers a free public GPU price index: 224 suppliers monitored daily, 69 public price sources, 8 GPU families tracked (H100, H200, B200, B300, A100, L40S, RTX 5090, GB300) with evidence-verified pricing and sanity-quarantine of implausible prices before anything is published. Beyond on-demand, Omega Gradient sources reserved clusters (8-512+ GPUs) directly with data centers and neoclouds. #### Who Is the Company Behind Omega Gradient? - **Seller:** [Omega Gradient](https://www.g2.com/sellers/omega-gradient) - **HQ Location:** Los Angeles, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f1d082828db9b4e99cb7817a339d221a3c3ffcd958eaaacb31e480a185348f0c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fomega-gradient%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [oscker.com](https://www.g2.com/products/oscker-com/reviews) Oscker is an operational advisory firm delivering on-site diagnostics and implementation for trades businesses and owner-operated companies across North America. The flagship service is the Operational Blueprint — a 40–50 page written diagnostic report produced after an intensive on-site assessment. It documents revenue leakage, operational gaps, owner dependency, and a prioritized implementation roadmap. After the Blueprint, Oscker builds what the diagnostic calls for: workflows, automations, CRMs, websites, and AI agent deployments. Three service tiers. Field Service and Trades. Business Operations. $500K–$50M revenue range. No lock-in. Vendor-agnostic. #### Who Is the Company Behind oscker.com? - **Seller:** [oscker.com](https://www.g2.com/sellers/oscker-com) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3093ce2bbe9eb3963dfcac4a6189996f1109f29e474d42412b8e5776e66de314&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foscker-operations-group%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [Outscale Cloud Compute](https://www.g2.com/products/outscale-cloud-compute/reviews) Secure, scalable and compliant IaaS solutions built for the most demanding requirements. #### Who Is the Company Behind Outscale Cloud Compute? - **Seller:** [Outscale](https://www.g2.com/sellers/outscale) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b0adc095e2048bd9ed30ba453fbf94ab3561c0dc560aa60fb570865714a3ff97&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foutscale-france%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [packet.ai](https://www.g2.com/products/packet-ai/reviews) packet.ai is an on-demand GPU cloud platform built for AI developers, ML engineers, and GPU-intensive workloads. Designed for modern AI/ML teams, Packet.ai provides instant access to the latest NVIDIA GPUs, including: - NVIDIA B200 (180GB HBM3e) - NVIDIA H200 (141GB HBM3e) - NVIDIA RTX 6000 Pro (96GB GDDR7) packet.ai delivers enterprise-grade GPU cloud performance at pricing typically 50%+ lower than traditional GPU cloud providers. Its key innovation is intelligent GPU scheduling and utilization optimization. Unlike conventional GPU cloud platforms that charge for 100% of reserved GPU capacity regardless of usage, Packet.ai dynamically balances workloads so customers pay only for active compute execution. This enables teams to: - Save up to 38% on equivalent AI/ML workloads - Maximize GPU efficiency without performance trade-offs - Reduce cloud infrastructure spend significantly With instant deployment in under 5 minutes, users can launch GPU workloads via: - SSH - Web Dashboard - CLI - API Packet.ai offers: - No contracts or long-term commitments for NVIDIA and other GPUs - Transparent on-demand pricing - 24/7 human support with \<15 minute response time Built by hosted.ai, packet.ai is both a leading neocloud GPU provider and a live production deployment of the hosted.ai GPUaaS platform. #### Who Is the Company Behind packet.ai? - **Seller:** [hosted.ai](https://www.g2.com/sellers/hosted-ai) - **Year Founded:** 2024 - **HQ Location:** San Jose , US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5eed8dfc894fa822e4f735cc8337e6fff4deaa652b005a3fcf4749b63658fd0c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhostedai%2F&secure%5Burl_type%5D=linkedin_company_website) 41 employees on LinkedIn® ### [Performance Cloud](https://www.g2.com/products/performance-cloud/reviews) Performance Cloud powered by VMware is an Infrastructure-as-a-Service platform that makes it quick and easy to set up your cloud environment and scale applications. Built to support different workloads, disaster recovery and compliance needs, it allows you to have full control of your cloud server costs and speed innovation with market-leading price-to-performance. Performance Cloud allows MSPs and ISVs easily launch their software, websites, workloads, ERP and CRM environments, remote desktop services, active directories, file servers and more. #### Who Is the Company Behind Performance Cloud? - **Seller:** [SherWeb](https://www.g2.com/sellers/sherweb) - **Year Founded:** 1998 - **HQ Location:** Sherbrooke, Quebec, Canada - **Twitter:** @SherWeb 2,384 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0853f9a8b7a50923b3a20227d0e517b3bef72fdf6eb1ced7d46be8ed4b40b353&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsherweb%2F&secure%5Burl_type%5D=linkedin_company_website) 935 employees on LinkedIn® ### [Prime Intellect](https://www.g2.com/products/prime-intellect/reviews) Prime Intellect is a platform that democratizes AI development by aggregating global compute resources, enabling researchers and developers to train state-of-the-art models through distributed training across clusters. By facilitating access to scalable and cost-effective GPU resources, Prime Intellect empowers users to collaboratively develop and co-own open AI innovations, ranging from large language models to scientific breakthroughs. #### Who Is the Company Behind Prime Intellect? - **Seller:** [Prime Intellect](https://www.g2.com/sellers/prime-intellect) - **HQ Location:** San Francisco, California, United States - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=66c13ad953b584cf0d314f3c1cb18abdcc227db1e49361a7ab2ab6a31ab3d6be&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprimeintellect-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 21 employees on LinkedIn® ### [Property Strength](https://www.g2.com/products/property-strength/reviews) Property Strength: end-to-end solution for Real Estate Developers. Simplify processes like sales, bookings, real time property inventory, Brokerage, client service, payment milestones, tax, allotment, transfers, invoicing collections and much more. #### Who Is the Company Behind Property Strength? - **Seller:** [CloudSteer Technology Pte. Ltd.](https://www.g2.com/sellers/cloudsteer-technology-pte-ltd) - **Year Founded:** 2010 - **HQ Location:** SINGAPORE, SG - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=01debc790b4c2a0ce009355793e8d701a0d446400a868ce2c55ab3efd8e4b237&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudsteer&secure%5Burl_type%5D=linkedin_company_website) 44 employees on LinkedIn® ### [PyTorch CPU MKL Production](https://www.g2.com/products/pytorch-cpu-mkl-production/reviews) PyTorch CPU MKL Production is a pre-configured and fully integrated software stack that combines PyTorch, an open-source machine learning library, with the Python programming language. Designed for high-performance tasks, this stack is optimized for CPU usage, making it suitable for both short and long-running machine learning workloads. It offers a stable and production-ready environment, ensuring long-term support and regular updates. Key Features and Functionality: - High-Performance Execution Environment: Optimized for training and inference tasks on CPU, providing efficient performance for machine learning applications. - Integrated and Tested Software Packages: Includes carefully integrated and tested software components with new features and bug fixes, ensuring reliability and up-to-date functionality. - Stability and Long-Term Support: Offers a stable environment with long-term support and regular updates, making it suitable for production use. Primary Value and User Solutions: PyTorch CPU MKL Production simplifies the deployment of machine learning models by providing a ready-to-use, optimized environment. Users can focus on developing and training models without the overhead of configuring and maintaining the underlying infrastructure. This solution addresses the need for a reliable, high-performance CPU-based platform for machine learning tasks, ensuring stability and efficiency in production settings. #### Who Is the Company Behind PyTorch CPU MKL Production? - **Seller:** [Jetware](https://www.g2.com/sellers/jetware-c6839872-6292-4a7b-973d-ac6da2ceaa45) - **Year Founded:** 2017 - **HQ Location:** Roma, IT - **Twitter:** @jetware\_io 25 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776dc0660ec4fdc63006d90be47aaeb7018753ef0374aaafb08e80dd0af0063f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjetware.org%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® ### [QingCloud](https://www.g2.com/products/qingcloud/reviews) QingCloud's Elastic High-Performance Computing (EHPC service is a cloud-based platform designed to provide scalable, efficient, and secure high-performance computing resources. It caters to a wide range of industries, including scientific research, engineering simulations, life sciences, and artificial intelligence, enabling users to perform complex computations without the need for substantial infrastructure investments. Key Features and Functionality: - High-Performance Computing Resources: EHPC utilizes industry-leading Intel Xeon 6258R CPUs, delivering single-core performance up to 86.4 GFlops, and offers GPU configurations with NVIDIA A100 cards for enhanced computational capabilities. - Flexible Storage Solutions: The platform integrates the Lustre commercial version, a high-performance parallel file system, providing GB-level throughput and millions of IOPS, ensuring efficient data handling. - Dedicated High-Speed Networking: EHPC employs dedicated InfiniBand (IB networks, facilitating high-speed communication between compute nodes and storage, with internal network bandwidth reaching up to 100 Gbps, supporting large-scale parallel processing with low latency. - Elastic Scalability: Users can dynamically adjust computing resources based on workload demands, allowing for on-demand configuration and efficient resource utilization without the need for scheduling, enabling immediate use. - Comprehensive Software Support: EHPC offers over 300 pre-installed applications across various domains, including molecular dynamics, electronic structure calculations, and more, with support for user-defined software installations, ensuring flexibility and adaptability to specific computational needs. - Simplified Operations and Maintenance: The platform handles all aspects of cluster maintenance, network security, and hardware management, allowing users to focus solely on their research and computational tasks without operational concerns. Primary Value and User Solutions: QingCloud EHPC addresses the challenges associated with traditional high-performance computing, such as high costs, complex maintenance, and limited scalability. By offering a cloud-based, elastic, and high-performance computing environment, EHPC enables users to: - Reduce Costs: By eliminating the need for significant hardware investments and offering a pay-as-you-go model, users can access cutting-edge computing resources cost-effectively. - Enhance Efficiency: The platform's high-performance resources and scalable architecture allow for faster computation times, accelerating research and development processes. - Ensure Security and Reliability: With multi-tenant isolation mechanisms and compliance with network security standards, EHPC provides a secure and reliable computing environment, safeguarding user data and operations. Overall, QingCloud EHPC empowers organizations and researchers to perform complex computations efficiently and securely, facilitating innovation and discovery across various fields. #### Who Is the Company Behind QingCloud? - **Seller:** [QINGCLOUD](https://www.g2.com/sellers/qingcloud) - **Year Founded:** 2012 - **HQ Location:** none, OO - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4e321ceee04d4083f3f9724ca082728c99211e6c9f61ea024e4f221732ea2f0a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqingcloud&secure%5Burl_type%5D=linkedin_company_website) 123 employees on LinkedIn® ### [QTS CloudRamp](https://www.g2.com/products/qts-cloudramp/reviews) Simply and efficiently host and move workloads between AWS and dedicated colocation in compliant, state-of-the-art QTS data centers. #### Who Is the Company Behind QTS CloudRamp? - **Seller:** [QTS Realty Trust](https://www.g2.com/sellers/qts-realty-trust) - **Year Founded:** 2005 - **HQ Location:** Sterling, Virginia, United States - **Twitter:** @DataCenters\_QTS 4,838 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=12073be0a109af21f140e07714cdccc7f0482bd960c22a76991c48284b240d29&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqtsdatacenters&secure%5Burl_type%5D=linkedin_company_website) 1,781 employees on LinkedIn® ### [RackCorp Virtual Servers](https://www.g2.com/products/rackcorp-virtual-servers/reviews) RackCorp provides dedicated servers and virtual servers hosting services. #### Who Is the Company Behind RackCorp Virtual Servers? - **Seller:** [Network Synergy](https://www.g2.com/sellers/network-synergy) - **Year Founded:** 2003 - **HQ Location:** Sydney, AU - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a433021385e0d1eeb5b28e55c96085b3833bd098b7855301eec0f85f3f0d2789&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frackcorp&secure%5Burl_type%5D=linkedin_company_website) 15 employees on LinkedIn® - [‹ Prev‹ Prev](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=13#product-list) - [1](/categories/infrastructure-as-a-service-iaas?order=g2_score#product-list) - [2](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=2#product-list) - … - [10](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=10#product-list) - [11](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=11#product-list) - [12](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=12#product-list) - [13](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=13#product-list) - 14 - [15](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=15#product-list) - [16](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=16#product-list) - [17](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=17#product-list) - [Next ›Next ›](/categories/infrastructure-as-a-service-iaas?order=g2_score&page=15#product-list) Spotlight Categories [Contact Center Quality Assurance Software](https://www.g2.com/categories/contact-center-quality-assurance) [SMS Marketing Software](https://www.g2.com/categories/sms-marketing) [Marketing Automation Software](https://www.g2.com/categories/marketing-automation) [Digital Adoption Platforms](https://www.g2.com/categories/digital-adoption-platform) [Data Observability Software](https://www.g2.com/categories/data-observability) Similar Categories - [Active Metadata Management](/categories/active-metadata-management) - [Address Verification](/categories/address-verification) - [AIOps Platforms](/categories/aiops-platforms) - [Application Server](/categories/application-server) - [Blockchain](/categories/blockchain) - [Cloud File Storage](/categories/cloud-file-storage) - [Database Software](/categories/database-software) - [Data Center Infrastructure Management (DCIM)](/categories/data-center-infrastructure-management-dcim) - [Data Center Networking](/categories/data-center-networking) - [Data Exchange Platforms](/categories/data-exchange-platforms) - [Data Fabric](/categories/data-fabric) - [Data Integration Tools](/categories/data-integration-tools) - [Data Management Software](/categories/data-management-software) - [Data Mapping](/categories/data-mapping) - [DataOps Platforms](/categories/dataops-platforms) [Browse Infrastructure as a Service (IaaS) Themes](/categories/infrastructure-as-a-service-iaas/themes) ![Rachana Hasyagar](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rachana Hasyagar") RH Researched and written by [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar) Updated May 18, 2026 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 Show More