概要
This blog compares the performance and cost-effectiveness of two cloud analytics platforms: Teradata VantageCloud Lake and Databricks. Using a real-world workload mix, the study evaluated both platforms across various query types, including complex analytical and operational reporting queries. The results showed that Teradata VantageCloud Lake significantly outperformed Databricks, handling over eight times more queries in the same time frame. Additionally, the cost per query for VantageCloud Lake was 12 times lower than Databricks, demonstrating its superior value for money.
Beyond performance and cost, the article highlights the robust security features of VantageCloud Lake. Built with security in mind from the ground up, the platform meets and often exceeds regulatory requirements, offering peace of mind for data protection and compliance. With extensive industry recognition, including being named a 2024 Customers' Choice in Gartner® Peer Insights™, Teradata VantageCloud Lake emerges as a powerful solution for organizations seeking high performance, cost efficiency, and security in their cloud analytics.
Overview
In today's data-driven world, choosing the right analytics platform can make or break your organization's ability to innovate and create value. A recent workload comparison between Teradata VantageCloud Lake and Databricks reveals why VantageCloud Lake is the go-to solution for cost-conscious, data-driven organizations.
As organizations move their analytics workloads to the cloud, the ability to efficiently and affordably extract insights from vast amounts of data becomes crucial for accelerating innovation and optimizing time to value. While many cloud analytics and data platforms now offer unprecedented data processing capabilities, the costs can quickly spiral out of control as data volumes and analytical complexity increase.
To maintain a competitive edge, companies must choose a platform that not only reduces costs but also maximizes performance. So, how do you determine which platform is the best fit for your organization's unique needs and goals? We conducted a workload comparison of Teradata VantageCloud Lake—built on next-generation, cloud-native architecture—against Databricks and identified three key factors to help business leaders make an informed decision.
1. Workload Comparison
To truly understand performance, it's essential to analyze platforms side by side. That's why we conducted a comprehensive workload comparison between VantageCloud Lake and Databricks.
Unlike many benchmark studies that rely on idealized scenarios, this comparison used a real-world workload mix. By combining industry-standard TPC-H queries with custom queries designed to simulate the diverse demands of modern data-driven organizations, the study offered insights into how these two platforms perform under pressure.
Our comparison examined two critical elements:
Query Performance
Our analysis included 50 queries spanning multiple query types to simulate a modern, data-driven workload. We tested them over a two-hour period designed to gauge each platform's ability to handle complex analytical queries, operational reporting, and tactical queries that reflect the demands of data-driven organizations.
The analysis showed a significant difference between platforms:
- Teradata: 197,366 queries
- Databricks: 23,825 queries
This means VantageCloud Lake was able to handle over 8 times more queries than Databricks in the same amount of time, under similar circumstances.
Cost per Query
We also analyzed the operational cost per query for each platform. Using a base instance representing approximately $70 per compute hour, each platform was allowed to scale as necessary to accomplish the test. Teradata performed the test at a cost just under $360. Databricks on the other hand required over 40% more cost at over $500. Each cloud-based platform was “priced” under the following conditions:
- Generally available software versions
- Mid-tier platform offering
- One-year service pricing commitment
Each system was configured to maximize value within this budget constraint, utilizing the best publicly available knowledge for configuration and setup. The analysis demonstrated a notable contrast in enterprise price performance:
- Teradata: $0.0009 per query
- Databricks: $0.0108 per query
In this particular instance, for every dollar spent on Teradata, approximately $12 would need to be spent on Databricks to achieve the same workload.
2. Security
When it comes to choosing a cloud analytics and data platform, keeping your information safe is a top priority. VantageCloud Lake offers top-notch security features that protect your data at every level:
Peace of Mind
We've built VantageCloud Lake with security in mind from the ground up, drawing on our extensive experience with data security. Our team uses the latest database security practices when architecting and developing the platform, constantly checks for potential threats, and quickly addresses any vulnerabilities. This means you can trust that your data is in safe hands.
By choosing VantageCloud Lake, you're not just getting a database - you're getting peace of mind, backed by years of security expertise and continuous improvement. Your data's security is our top priority, and it shows in every aspect of our platform.
Following the Rules
We understand the critical importance of complying with data protection regulations in today's complex digital landscape. At Teradata, we've built VantageCloud Lake to not only meet but often exceed regulatory requirements. Our commitment to security and compliance is reflected in our extensive certification portfolio.
We've achieved key security certifications demonstrating our adherence to international standards for information security management. Our platforms are HIPAA compliant, ensuring the protection of sensitive healthcare data, and PCI-DSS certified for secure handling of payment card information.
Keeping Your Data Safe
By choosing VantageCloud Lake, you're leveraging a platform that's been rigorously tested and certified across multiple compliance frameworks. This comprehensive approach to certification and compliance means you can confidently use our platform, knowing that we're actively helping you navigate the complex world of data protection regulations. With Teradata, you're not just getting a database - you're getting a partner committed to keeping your data secure and your operations compliant.
3. Industry Recognition
Teradata recognized as a Customers' Choice in 2024 Gartner® Peer Insights™ Cloud Database Management Systems report
When comparing platforms, consider evaluations from leading industry analysts. Teradata has been recognized on Gartner® Peer Insights™ as a Customers' Choice for 2024 in the Cloud Database Management Systems category—ahead of Databricks.
Teradata also ranked #1 in Logical Data Warehouse and Traditional Data Warehouse use cases against several other cloud database management system vendors, including Databricks, on the ability to deliver various capabilities across three use cases.
Unlock Your Data's Potential with Teradata
Join the ranks of industry leaders who are maximizing their business value with Teradata, the Trusted AI company. VantageCloud Lake offers the perfect blend of speed, performance, and flexibility to supercharge your data analytics—all while keeping your costs in check.
Don't settle for less when you can have more. With VantageCloud Lake, you'll be able to process more data, gain deeper insights, and make faster decisions without breaking the bank. Our platform is designed to grow with your business, ensuring that you're always one step ahead of the competition.
Experience the power of VantageCloud Lake today and see how it can transform your organization's data strategy. With Teradata, you're not just choosing a platform; you're investing in a partner committed to your success.
Take the first step towards smarter, more cost-effective data analytics. Reach out to us today to learn how VantageCloud Lake can help your organization achieve more while spending less.