Astra DB vs. Google Cloud Datastore

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Astra DB
Score 8.2 out of 10
N/A
Astra DB from DataStax is a vector database for developers that need to get accurate Generative AI applications into production, fast.N/A
Google Cloud Datastore
Score 8.6 out of 10
N/A
Google Cloud Datastore is a NoSQL "schemaless" database as a service, supporting diverse data types. The database is managed; Google manages sharding and replication and prices according to storage and activity.N/A
Pricing
Astra DBGoogle Cloud Datastore
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Astra DBGoogle Cloud Datastore
Free Trial
YesNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Astra DBGoogle Cloud Datastore
Features
Astra DBGoogle Cloud Datastore
Vector Database
Comparison of Vector Database features of Product A and Product B
Astra DB
6.8
Ratings
0% below category average
Google Cloud Datastore
-
Ratings
Vector Data Connection8.10 Ratings00 Ratings
Vector Data Editing6.50 Ratings00 Ratings
Attribute Management9.10 Ratings00 Ratings
Geospatial Analysis6.40 Ratings00 Ratings
Geometric Transformations6.40 Ratings00 Ratings
Vector Data Visualization6.30 Ratings00 Ratings
Coordinate Reference System Management:5.50 Ratings00 Ratings
Data Import/Export6.30 Ratings00 Ratings
Symbolization and Styling6.40 Ratings00 Ratings
Data Sharing and Collaboration7.40 Ratings00 Ratings
NoSQL Databases
Comparison of NoSQL Databases features of Product A and Product B
Astra DB
-
Ratings
Google Cloud Datastore
10.0
Ratings
12% above category average
Performance00 Ratings10.00 Ratings
Availability00 Ratings10.00 Ratings
Concurrency00 Ratings10.00 Ratings
Security00 Ratings10.00 Ratings
Scalability00 Ratings10.00 Ratings
Data model flexibility00 Ratings10.00 Ratings
Deployment model flexibility00 Ratings9.90 Ratings
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Astra DBGoogle Cloud Datastore
Small Businesses
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Score 7.4 out of 10
Medium-sized Companies
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Score 8.3 out of 10
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Enterprises
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User Ratings
Astra DBGoogle Cloud Datastore
Likelihood to Recommend
8.2
(0 ratings)
9.9
(0 ratings)
Likelihood to Renew
-
(0 ratings)
10.0
(0 ratings)
Usability
7.8
(0 ratings)
-
(0 ratings)
Support Rating
8.9
(0 ratings)
-
(0 ratings)
Product Scalability
8.0
(0 ratings)
-
(0 ratings)
User Testimonials
Astra DBGoogle Cloud Datastore
Likelihood to Recommend
We use Astra DB to improve our management systems. Storing data has become hassle-free and quite simple. When launching a Cassandra-based cloud application, Astra DB is exactly what you need. In addition to the standard training programs and videos, the extended support and training require significant additional effort to activate and cover which I feel is a bit more tedious task.
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Using Google Cloud Datastore in conjunction with Google AppEngine was a very seamless integration and much easier than using other datastores since so much of the configuration is abstracted for you. Because of this, creating simple applications is very easy and getting Google Cloud Datastore to power the backend ties everything together. If we were using Google Compute Engine, I'd imagine the same seamless experience would be there as well.
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Pros
  • We need to be able to process a lot of data (our biggest clients process hundreds of milions of transactions every month). However, it is not only the amount of data, it is also an unpredictable patterns with spikes occuring at different points of time - something athat Astra is great at.
  • Our processing needs to be extremaly fast. Some of our clients use our enrichment in a synchronous way, meaning that any delay in processing is holding up the whole transaction lifecycle and can have a major impact on the client. Astra is very fast.
  • A close collaboration with GCP makes our life very easy. All of our technology sits in Google Cloud, so having Astra in there makes it a no-brainer solution for us.
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  • It is hosted in GCP, our primary cloud provider.
  • It integrates with all the services we use in GCP.
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Cons
  • Astra DB might be difficult to understand for people who are unfamiliar with Apache Cassandra. Improving the initial experience for newcomers, as well as offering better documentation and lessons, might be advantageous.
  • The Astra DB ecosystem may be enhanced by expanding the ecosystem of plugins, integrations, and community-contributed solutions.
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  • Part of the Google Cloud Platform walled garden.
  • Pay for read/writes to the datastore, in addition to storage.
  • Not many libraries exist.
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Likelihood to Renew
No answers on this topic
I give Google Cloud a full score because it satisfies our needs so well. We host most of our infrastructure on Google Cloud and using Google Cloud Datastore helps us to solve our NoSQL storage problem. and Google Cloud Datastore is so scalable and elastic. It saves us lots of time to maintain and saves us money.
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Usability
It's a great product but suffers with counters. This isn't a deal breaker but lets down what is otherwise a good all round solution
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No answers on this topic
Support Rating
Their response time is fast, in case you do not contact them during business hours, they give a very good follow-up to your case. They also facilitate video calls if necessary for debugging.
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Alternatives Considered
We also (briefly) considered building in-house. We wanted to avoid complex "Frankenstein" architectures. Combining Pinecone with another NoSQL datastore like DynamoDB would have increased complexity. A single-managed platform (Astra DB) enabled architectural simplicity and strong reliability, allowing Maester’s development team to prioritize high-value, customer-facing features
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We selected Google Cloud Datastore as one of our candidates for our NoSQL data is because it is provided by Google Cloud, which fits our needs. Most of our infrastructure is on Google Cloud, so when we think about the NoSQL database, the first thing we thought about is Google Cloud Datastore. And it proves itself.
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Scalability
We are well aware of the Cassandra architecture and familiar with the open source tooling that Datastax provides the industry (K8sSandra / Stargate) to scale Cassandra on Kubernetes.
Having prior knowledge of Cassandra / Kubernetes means we know that under the hood Astra is built on infinitely scalable technologies. We trust that the foundations that Astra is built on will scale so we know Astra will scale.
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No answers on this topic
Return on Investment
  • Database growth planning is less of a concern with Astra, as it scales automatically.
  • Currently, they lack fine-grained security at the table level. I suspect that will change over time.
  • If your load has peaks and valleys; Astra enables only paying for Reads/Writes; thus you do not need to pay for large servers to support peaks in load.
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  • Simple billing part of Google Cloud Platform
  • No time spent configuring and maintaining Google Cloud Datastore.
  • Very good uptime for our applications.
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ScreenShots