Google Cloud AI Infrastructure vs. Google Cloud TPU 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.

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.

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.

phoenixNAP is a global IaaS provider delivering world-class infrastructure solutions from strategic edge locations in the U.S., Europe, Asia-Pacific, Australia, and Latin America. Specializing in performance, security, and availability, the company provides vastly redundant systems, unsurpassed security, high-density deployments, and flexibility to service from ¼ cabinets to private cage environments. Its Bare Metal Cloud solution provides access to 3rd Gen Intel® Xeon® Scalable Processors for advanced infrastructure performance and reliability. phoenixNAP offers a 100% uptime guarantee, an extensive server lineup, global connectivity options, flexible SLAs, and 24x7x365 live support to help businesses achieve their business objectives. Deploy high-performance, scalable cloud solutions for your growing IT needs, along with the security and reliability that you require at opex-friendly pricing plans.

Fast and easy website hosting, services, and technology solutions with all the essential features a small business or a brand new website needs to be at its best. Complete with 99.99% uptime, free SSL, 1-click WordPress installs, and a free domain for a year. Our high-performance servers sit in highly secured data centers offering maximum uptime, top-notch hack and malware security. Partner with a web hosting company that leads the way with the latest enterprise building tools, technology, and professional expertise to take your business growth to the next level. WordPress can be hosted with any number of web hosting providers. WordPress itself is an open source content management system that can be downloaded directly from WordPress.org. Our WordPress web server hosting can automatically install WordPress onto our web hosting plans. This makes it easier for you to get started building your website. You can learn more about our WordPress website hosting plans.

Industry-Leading NEMT & Paratransit Scheduling & Dispatching Software. TripMaster provides efficient, cost-effective NEMT, demand-response, and paratransit management tools. Supporting your paratransit and NEMT operations with user-friendly solutions. Since the beginning, TripMaster has been driven by our customers. Today it’s a full-service transit suite, including modules for: Automated scheduling, Powerful custom reporting, Integrated voice response, Mobile solutions and an automated vehicle locator, Web-based rider portal. CTS Software offers complete auditing support, manpower and vehicle resource management, cost control, payroll tracking, route management, statistical reporting, computer-assisted scheduling, electronic billing, and much more. We offer a 90-day, money-back guarantee: after a live demo to show you TripMaster, we set up your database and work with you to train the members of your staff, offering our full range of support and training.

BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven.

Bright Data is the world's #1 web data, proxies, & data scraping solutions platform. Fortune 500 companies, academic institutions and small businesses all rely on Bright Data's products, network and solutions to retrieve crucial public web data in the most efficient, reliable and flexible manner, so they can research, monitor, analyze data and make better informed decisions. Bright Data is used worldwide by 20,000+ customers in nearly every industry. Its products range from no-code data solutions utilized by business owners, to a robust proxy and scraping infrastructure used by developers and IT professionals. Bright Data products stand out because they provide a cost-effective way to perform fast and stable public web data collection at scale, effortless conversion of unstructured data into structured data and superior customer experience, while being fully transparent and compliant.

Elevate the effectiveness of your maintenance operations with CHAMPS Software. Our robust yet cost-effective Computerized Maintenance Management Systems (CMMS) software empowers companies in various industries to manage their maintenance programs efficiently, leading to cost savings and heightened worker productivity. CHAMPS CMMS encompasses a wide range of functionalities, including workflow control, scheduling, workforce management, inventory oversight, preventive maintenance, project management, reporting, permits, instrumentation calibration, inspections, purchasing, and much more.

Expert-coded by chemists and engineered by computer scientists, SYNTHIA™ Retrosynthesis Software enables scientists to quickly find and easily navigate innovative and novel pathways for novel and published target molecules. Quickly and efficiently scan hundreds of pathways to help you identify the best option according to your needs. Explore the most cost-effective routes to your target molecules with state of the art visualization and filtering options. Easily customize search parameters to eliminate or promote reactions, reagents or classes of molecules. Explore unique and innovative syntheses that may be unknown for building your desired molecule. Easily generate a list of commercially available starting materials for your synthesis. Benefit from ISO/IEC 27001 Information Security Certification to guarantee the confidentiality, integrity, and protection of your data.