Google Cloud Platform vs. Snowflake

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Google Cloud Platform
Score 8.8 out of 10
N/A
Google Cloud Platform is a suite of cloud computing services used to build apps or take advantage of cloud infrastructural services, achieve legacy infrastructure modernization, or manage enterprise data and analytic needs.
$0
(25+ apps are currently available at no cost)
Snowflake
Score 8.7 out of 10
N/A
The Snowflake Cloud Data Platform is the eponymous data warehouse with, from the company in San Mateo, a cloud and SQL based DW that aims to allow users to unify, integrate, analyze, and share previously siloed data in secure, governed, and compliant ways. With it, users can securely access the Data Cloud to share live data with customers and business partners, and connect with other organizations doing business as data consumers, data providers, and data service providers.N/A
Pricing
Google Cloud PlatformSnowflake
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Google Cloud PlatformSnowflake
Free Trial
YesYes
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Google Cloud PlatformSnowflake
Considered Both Products
Google Cloud Platform
Chose Google Cloud Platform
I feel GCS buckets are pretty interchangeable with Amazon S3 as far as I have typically used them. It just depends on who or your company wants to give money to. I have liked the Google Cloud Platform BigQuery console better than the interface for Snowflake, but that may be …
Snowflake

No answer on this topic

Features
Google Cloud PlatformSnowflake
Infrastructure-as-a-Service (IaaS)
Comparison of Infrastructure-as-a-Service (IaaS) features of Product A and Product B
Google Cloud Platform
7.8
4 Ratings
5% below category average
Snowflake
-
Ratings
Service-level Agreement (SLA) uptime8.03 Ratings00 Ratings
Dynamic scaling8.03 Ratings00 Ratings
Elastic load balancing7.53 Ratings00 Ratings
Pre-configured templates6.53 Ratings00 Ratings
Monitoring tools8.03 Ratings00 Ratings
Pre-defined machine images6.43 Ratings00 Ratings
Operating system support9.04 Ratings00 Ratings
Security controls9.04 Ratings00 Ratings
Automation7.53 Ratings00 Ratings
Best Alternatives
Google Cloud PlatformSnowflake
Small Businesses
DigitalOcean Droplets
DigitalOcean Droplets
Score 9.4 out of 10
Google BigQuery
Google BigQuery
Score 8.8 out of 10
Medium-sized Companies
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
Google BigQuery
Google BigQuery
Score 8.8 out of 10
Enterprises
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
Google BigQuery
Google BigQuery
Score 8.8 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Google Cloud PlatformSnowflake
Likelihood to Recommend
8.7
(4 ratings)
9.0
(43 ratings)
Likelihood to Renew
-
(0 ratings)
10.0
(2 ratings)
Usability
9.0
(3 ratings)
9.3
(19 ratings)
Support Rating
-
(0 ratings)
9.9
(8 ratings)
Contract Terms and Pricing Model
-
(0 ratings)
8.0
(1 ratings)
User Testimonials
Google Cloud PlatformSnowflake
Likelihood to Recommend
Google
When most of our stuff is in Google Cloud Platform, it works great to integrate and cross/share data that is all in Google Cloud Platform or BigQuery. It has simplified things from a permissions perspective as well. I'd say it is less appropriate when trying to test something quickly locally, or when half your stuff is in AWS or another provider.
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Snowflake Computing
Snowflake is well suited when you have to store your data and you want easy scalability and increase or decrease the storage per your requirement. You can also control the computing cost, and if your computing cost is less than or equal to 10% of your storage cost, then you don't have to pay for computing, which makes it cost-effective as well.
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Pros
Google
  • Easy to set up
  • Affordable use of the tool
  • Easy to access billing
  • Reliable service
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Snowflake Computing
  • Snowflake scales appropriately allowing you to manage expense for peak and off peak times for pulling and data retrieval and data centric processing jobs
  • Snowflake offers a marketplace solution that allows you to sell and subscribe to different data sources
  • Snowflake manages concurrency better in our trials than other premium competitors
  • Snowflake has little to no setup and ramp up time
  • Snowflake offers online training for various employee types
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Cons
Google
  • The UI is so confusing. The console is good, but it is like a maze. There are too many menus and settings, and things do not work as expected. It takes time to get friendly, and it is not friendly for new users.
  • Support experience: Sometimes, you get a great engineer, but other times, it's very difficult to talk with them as they are unable to respond as expected and solve issues late.
  • Region and zone are issues, as not all services are available in all regions, which is lacking when deploying something in the same region or zone.
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Snowflake Computing
  • Add constraints for views and not just for tables
  • Do not force customers to renew for same or higher amount to avoid loosing unused credits. Already paid credits should not expire (at least within a reasonable time frame), independent of renewal deal size.
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Likelihood to Renew
Google
No answers on this topic
Snowflake Computing
SnowFlake is very cost effective and we also like the fact we can stop, start and spin up additional processing engines as we need to. We also like the fact that it's easy to connect our SQL IDEs to Snowflake and write our queries in the environment that we are used to
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Usability
Google
The Google Cloud Platform console is pretty slick for BigQuery especially. I have liked the visibility I get from using that and the way to integrate and see what's in our data lake. The logging console for tracking GKE jobs isn't quite as great, which is why it doesn't get a full 10.
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Snowflake Computing
Because the fact that you can query tons of data in a few seconds is incredible, it also gives you a lot of functions to format and transform data right in your query, which is ideal when building data models in BI tools like Power BI, it is available as a connector in the most used BI tools worldwide.
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Support Rating
Google
No answers on this topic
Snowflake Computing
We have had terrific experiences with Snowflake support. They have drilled into queries and given us tremendous detail and helpful answers. In one case they even figured out how a particular product was interacting with Snowflake, via its queries, and gave us detail to go back to that product's vendor because the Snowflake support team identified a fault in its operation. We got it solved without lots of back-and-forth or finger-pointing because the Snowflake team gave such detailed information.
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Alternatives Considered
Google
Google Cloud Platform is release later than Amazon web service, I think that why Google Cloud Platform can learned and optimized the Dashboard and some features that make it easy to use and can be cheaper than amazon web service.
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Snowflake Computing
I have had the experience of using one more database management system at my previous workplace. What Snowflake provides is better user-friendly consoles, suggestions while writing a query, ease of access to connect to various BI platforms to analyze, [and a] more robust system to store a large amount of data. All these functionalities give the better edge to Snowflake.
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Return on Investment
Google
  • It allows us to focus our efforts on other, more important items at hand
  • It gives us an affordable option letting me know it's available to all users, not just the largest scale ones out there
  • The customer service is always helpful and reliable, along with the service itself which lets me focus on my work instead of worrying about the service.
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Snowflake Computing
  • With separate compute and storage feature, the queries get executed quickly and it improves our overall productivity.
  • Earlier we were using a different product for analytical purposes, but with Snowflake's in-built analytical feature we are now able to save money.
  • Snowflake is cost efficient, features like auto suspend for compute resources helped to control the costs.
Read full review
ScreenShots

Google Cloud Platform Screenshots

Screenshot of a view of Google Compute EngineScreenshot of the GCP consoleScreenshot of SLIsScreenshot of various homepages

Snowflake Screenshots

Screenshot of Snowflake Installation