DataCrunch vs. LeaderGPU Comparison Chart

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection.

Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines. Computing infrastructure in predefined or custom machine sizes to accelerate your cloud transformation. General purpose (E2, N1, N2, N2D) machines provide a good balance of price and performance. Compute optimized (C2) machines offer high-end vCPU performance for compute-intensive workloads. Memory optimized (M2) machines offer the highest memory and are great for in-memory databases. Accelerator optimized (A2) machines are based on the A100 GPU, for very demanding applications. Integrate Compute with other Google Cloud services such as AI/ML and data analytics. Make reservations to help ensure your applications have the capacity they need as they scale. Save money just for running Compute with sustained-use discounts, and achieve greater savings when you use committed-use discounts.

Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes. New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage limits. Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging.

V2 Cloud offers a powerful yet simple Desktop-as-a-Service (DaaS) solution that makes desktop virtualization hassle-free. Tailored for Independent Software Vendors, business owners, Managed Service Providers, and IT managers, our platform is designed to boost productivity and scalability. With V2 Cloud, you can easily publish Windows applications, migrate your desktop to the cloud, and ensure seamless remote work from any location. Our solution is built for speed, security, and simplicity—allowing you to focus on your business without worrying about IT complexities. Enjoy complete support with no extra cost or meaningless waiting time. V2 Cloud’s affordable pricing and risk-free trial let you experience the benefits without commitment. Plus, our multilingual support helps businesses across the globe. Try V2 Cloud today and discover the easiest, most cost-effective way to virtualize your desktops.

Cycloid Sustainable Platform Engineering is a self-service portal that helps you streamline your software delivery, reduce the cognitive load of your engineering teams, and promote Green IT practices. Step 1. Modernize your infrastructure in sophisticated service catalog supported by Infra Import, a Terraform generator in a full GitOps-first approach. Step 2. Scale the adoption of your platform and lighten workload for end-users and DevOps with a UX-strong internal developer platform. Your tools, automation, and cloud will be accessible without expert knowledge while still keeping control and best practices. Step 3. Allow your teams to continuously optimize their projects with a 360° overview of CI/CD pipelines, automation, documentation, KPI’s, FinOps and GreenOps. With Cycloid, you will enable a future where technology and sustainability can coexist harmoniously, leaving a lasting positive legacy.

QuantaStor is a unified Software-Defined Storage platform designed to scale up and out to make storage management easy while reducing overall enterprise storage costs. With support for all major file, block, and object protocols including iSCSI/FC, NFS/SMB, and S3, QuantaStor storage grids may be configured to address the needs of complex workflows which span sites and datacenters. QuantaStor’s storage grid technology is a built-in federated management system which enables QuantaStor servers to be combined together to simplify management and automation via CLI and REST APIs. The layered architecture of QuantaStor provides solution engineers with unprecedented flexibility and application design options that maximizes workload performance and fault-tolerance for a wide range of storage workloads. QuantaStor includes end-to-end security coverage enabling multi-layer data protection “on the wire” and “at rest” for enterprise and cloud storage deployments.

Modius provides the solutions for managing the availability, capacity, and efficiency of critical facilities. Our flagship product, OpenData, provides all the tools including DCIM needed to manage the performance of mission-critical infrastructure, which includes seamless integration of disparate devices. OpenData has built-in integrated features for analytics, dashboards, graphical views, and more, all in a “single pane of glass”. Modius has worked with the ESTCP to showcase a Middleware solution for more effective use of utility and facility data to improve facilities management, operation, and maintenance. Pre-configured bundles and out-of-the-box protocol integrations means you deploy efficiently. OpenData actively monitors your equipment to alert you to faults before they happen. Deploy a modern edge-based architecture to lower bandwidth costs and analyze equipment at the source in real-time.

eMembership is the most powerful and flexible membership and dues system on the market. Built specifically for labor unions, eMembership is easy to configure, easy to use and easy to manage. eMembership has everything you need to effectively manage your labor union. Members, employers, contracts, dues, payment processing, invoicing, grievances, organizing and unlimited reporting. We built the first version of eMembership in 2008 to address a growing problem faced by labor unions – aging computer systems that no longer supported the organization or the industry. Our goal was to build a system that could evolve with the times. We used contemporary software and a modular design that can support the unique requirements of any organization. We host eMembership in our highly-redundant, SSAE-16 compliant data center, so we take care of hardware, software, operating systems, security patches, system monitoring, bandwidth, backups…while you focus on your core business.

Journyx provides powerful time tracking software for businesses that need to easily and accurately track employee time for projects, billing, and payroll. With custom features like automated data validation rules, robust analytics and reporting, and standard integrations with Microsoft Dynamics Business Central (BC) and Finance and Operations (F&O), Sage Intacct, Oracle NetSuite, QuickBooks, ADP (and more!)—Journyx has everything you need to streamline project management, billing, payroll, regulatory compliance, and accounting processes. Journyx core products are: * JX project time tracking software (project-based time & expense tracking) * PX resource management (for a complete picture of project and budget status, employee time, and resource availability) * CX time and attendance software, time clocks (including web-based, mobile, swipe, and biometric clocks), and scheduling applications) Are you a VAR? We love partners, too...check out our Partner Program.

Rierino is a next-generation technology developer that leverages low-code/no-code, composable commerce, and embedded intelligence capabilities to allow organizations to rapidly and easily shape their technology. Rierino Commerce platform is a smart headless backend for high-growth commerce designed to support infinite flexibility & scale. With various modules such as product information management (PIM), pricing & promos, search, content (CMS), and journey management, it has a highly extensible structure allowing users to easily add or customize modules through simple configurations. Rierino Core is a smart microservice development platform for digital enterprises targeting the rapid creation of custom solutions. From retail to finance, insurance, telecoms, and government entities, it enables various sectors to accelerate time to innovation across different domains.