Compare CloudBroker Platform vs. Ray

Compute Engine (IaaS), a platform from Google that allows organizations to create and manage cloud-based virtual machines, is an infrastructure as a services (IaaS). Computing infrastructure in predefined sizes or custom machine shapes to accelerate cloud transformation. General purpose machines (E2, N1,N2,N2D) offer a good compromise between price and performance. Compute optimized machines (C2) offer high-end performance vCPUs for compute-intensive workloads. Memory optimized (M2) systems offer the highest amount of memory and are ideal for in-memory database applications. Accelerator optimized machines (A2) are based on A100 GPUs, and are designed for high-demanding applications. Integrate Compute services with other Google Cloud Services, such as AI/ML or data analytics. Reservations can help you ensure that your applications will have the capacity needed as they scale. You can save money by running Compute using the sustained-use discount, and you can even save more when you use the committed-use discount.

IONOS offers GPU Servers that deliver a high-performance computing framework aimed at managing tasks that demand significantly more power than standard CPU systems can provide. This infrastructure features top-tier NVIDIA GPUs, including the H100, H200, and L40s, in addition to specialized AI accelerators like Intel Gaudi, facilitating extensive parallel processing for demanding applications. By utilizing GPU-accelerated instances, the cloud infrastructure is enhanced with dedicated graphical processors, enabling virtual machines to execute intricate calculations and handle data-heavy tasks at a much faster rate compared to traditional servers. This solution is especially well-suited for fields such as artificial intelligence, deep learning, and data science, where training models on extensive datasets or executing rapid inference processes is necessary. Furthermore, it accommodates big data analytics, scientific simulations, and visualization tasks, including 3D rendering or modeling, that necessitate substantial computational capacity. As a result, organizations seeking to optimize their processing capabilities for complex workloads can greatly benefit from this advanced infrastructure.

MindCloud is an enterprise-ready integration platform for connecting applications, automating workflows, and moving data reliably across business systems. Teams can build integrations using APIs, webhooks, EDI, FTP-based file transfers, scheduled processes, and automated imports and exports. Use MindCloud to synchronize data in real time, transform records between different data models, eliminate duplicate entry, and orchestrate workflows across CRM, ERP, ecommerce, accounting, marketing, and operational systems. MindCloud combines a powerful low-code platform with an experienced integration delivery team. Organizations can build and manage their own workflows or work with MindCloud’s solutions engineers to scope, build, launch, and support production integrations—without diverting internal engineering resources. Connect to more than 3,000 applications, including Salesforce, HubSpot, NetSuite, QuickBooks Online, QuickBooks Desktop, BigCommerce, Shopify, monday.com, ServiceTitan, Acumatica, Walmart, Amazon, eBay, Airtable, Google Sheets, and many more. Connect to anything. Automate everything.

CloudZero helps businesses optimize cloud spend with full visibility into costs—so they can reduce wasteful spending and improve their unit economics. Unlike other solutions, we take an engineering-led approach to cost optimization, helping teams understand what drives 100% of their operational cloud spend, empowering them to reduce risk, minimize waste, and maximize profit.

Auvik Network Management is a network management and monitoring software designed to empower IT professionals with deep visibility, automation, and control over their network infrastructure. This innovative platform is trusted by businesses of all sizes to streamline network operations, enhance security, and optimize performance. One of Auvik's standout features is its real-time network mapping and discovery capabilities. It automatically generates interactive, visual maps of your network topology, allowing you to easily identify devices, connections, and potential bottlenecks. This invaluable insight helps in planning and optimizing network architecture for maximum efficiency.

Nexcess is a managed cloud hosting solution designed to streamline infrastructure while providing exceptional performance, security, and scalability for essential business applications. This platform integrates cloud hosting, networking, compliance, application management, and automation into a cohesive environment, thereby eliminating the necessity of coordinating multiple vendors or tools. It effectively reduces operational complexities, allowing expert teams to manage orchestration, security, system uptime, and maintenance, which empowers users to concentrate on developing and expanding their applications. With dedicated computing resources, Nexcess guarantees consistent performance and cost predictability, complemented by fixed-cost billing that alleviates the uncertainties typically linked to public cloud services. Furthermore, it incorporates comprehensive governance and compliance functionalities that adhere to standards like HIPAA and PCI-DSS, alongside ongoing security monitoring, firewalls, and DDoS mitigation. Ultimately, Nexcess not only enhances operational efficiency but also ensures that businesses can scale securely and confidently in a rapidly evolving digital landscape.

Most enterprises can report what AI cost them. Far fewer can say which team owns it, whether it was approved, or what it returned. FinOpsly closes that gap. The platform governs AI spend on the same cost model that carries the cloud, data platform and SaaS an AI workload consumes, so a business unit sees the full cost of an AI initiative instead of four disconnected bills. Capabilities include: Cost estimation before deployment. Model an architecture and get a priced workload across model APIs, GPU capacity, warehouse consumption and storage, with the assumptions on screen. Weigh model choices against consumption you have actually measured. Attribution that holds up in a chargeback cycle. Spend resolves to owners, teams, applications, business units and customers through hierarchies nine or more levels deep. Tagging is standardized across providers, keys and resources are labeled in bulk from plain-language rules, and whatever remains unattributed is published as a number, not absorbed. Guardrails that act. Set budgets by project, team or API key. Catch anomalies with root cause and route them to whoever owns the resource. Surface waste that provider tooling misses, using FinOpsly's own detection models. Plan commitments across AWS, Azure and Google Cloud. Park idle compute on approved schedules, reversibly. Financial results you can defend. Automated chargeback in a single cycle. Savings measured as what reached run-rate against a no-action baseline. Unit economics down to cost per call, per active user and per customer served. For technology and finance leaders accountable for what AI spend returns.

Josys is an AI-native identity security and governance platform built for the age of enterprise AI. As AI adoption accelerates, identity has become the fastest-growing attack surface and the hardest to govern. Josys discovers, governs, and secures every identity in the enterprise, human, machine, and AI agent, across every application. Its policy-led model lets security and IT teams set access policies once and enforce them autonomously: risk gets surfaced, access gets controlled, and identity threats get remediated in real time, with no manual oversight required. Over 1,000 organizations and MSPs worldwide trust Josys to turn identity from a liability into an autonomously governed advantage. Learn more at josys.com.

SiteKiosk Online is a turnkey, secure kiosk and digital signage software solution for Windows and Android devices. The company's easy-to-use and scalable application such as SiteKiosk helps protect the browser and operating system against manipulations and provides 24/7 maintenance-free operation.

Gain full visibility and control over your IT assets, software licenses, usage, and spend with Setyl. Setyl is a cloud-based IT asset and license management (ITAM) platform that connects to your existing systems with 100+ out-of-the-box integrations. Use Setyl to manage all your hardware assets, software applications, SaaS subscriptions, licenses, vendors, admins, users, and spend in one place — helping you: 1. Manage both hardware and software assets in one place. 2. Automate and scale daily IT operations, including inventory management and employee onboarding and offboarding processes. 3. Identify and cut wasted IT spend. 4. Prepare for your security audit and stay compliant, including with SOC 2 and ISO 27001. With its intuitive interface and low learning curve, the Setyl platform offers a user-friendly experience and facilitates collaboration across your organization. Features include: • IT asset and license inventory • Asset lifecycle management • SaaS subscription, software application, and license management • Software renewal tracking • License rightsizing • Employee onboarding and offboarding workflows • ISO 27001 and SOC 2 compliance • Vendor management • IT spend management and reporting • 100+ native integrations (Microsoft, Google, MDM, RMM, IAM, HR, helpdesk tools, and more) • API access • Fully guided support