Astra DB vs. Prometheus

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Astra DB
Score 8.3 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
Prometheus
Score 8.5 out of 10
N/A
Prometheus is a service monitoring and time series database, which is open source.N/A
Pricing
Astra DBPrometheus
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Astra DBPrometheus
Free Trial
YesNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Astra DBPrometheus
Top Pros

No answers on this topic

Top Cons

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Features
Astra DBPrometheus
Vector Database
Comparison of Vector Database features of Product A and Product B
Astra DB
6.9
6 Ratings
1% above category average
Prometheus
-
Ratings
Vector Data Connection8.26 Ratings00 Ratings
Vector Data Editing6.42 Ratings00 Ratings
Attribute Management9.13 Ratings00 Ratings
Geospatial Analysis6.41 Ratings00 Ratings
Geometric Transformations6.41 Ratings00 Ratings
Vector Data Visualization6.44 Ratings00 Ratings
Coordinate Reference System Management:5.52 Ratings00 Ratings
Data Import/Export6.55 Ratings00 Ratings
Symbolization and Styling6.41 Ratings00 Ratings
Data Sharing and Collaboration7.54 Ratings00 Ratings
Best Alternatives
Astra DBPrometheus
Small Businesses
Redis Software
Redis Software
Score 8.9 out of 10
InfluxDB
InfluxDB
Score 8.8 out of 10
Medium-sized Companies
Redis Software
Redis Software
Score 8.9 out of 10

No answers on this topic

Enterprises
Redis Software
Redis Software
Score 8.9 out of 10

No answers on this topic

All AlternativesView all alternativesView all alternatives
User Ratings
Astra DBPrometheus
Likelihood to Recommend
8.3
(40 ratings)
7.5
(35 ratings)
Usability
7.8
(4 ratings)
6.0
(2 ratings)
Support Rating
8.9
(4 ratings)
5.0
(1 ratings)
Product Scalability
8.4
(38 ratings)
-
(0 ratings)
User Testimonials
Astra DBPrometheus
Likelihood to Recommend
DataStax
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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Open Source
This program works from the roots of the problem and creates a professional matrix for each of its users. This will give them more skills and resources to carry out tasks and reduce the difficulties of operating each of the processes of my work, as well as being An ally for the manipulation and operability of all your master data; Prometheus is very easy to recommend since it is a program that fulfills its mission.
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Pros
DataStax
  • It's very resilient and scalable, no downtime and no issues scaling up to meet our needs.
  • Low latency reads and writes
  • Cost effective - The on demand model worked out cheaper than running our own clusters
  • Great support for any of our questions or issues
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Open Source
  • Best monitoring tool that have covered all aspects of our environment of my organization with it's useful metrics.
  • Great support team offers support 24/7 and very dedicated.
  • It provides excellent insights from a variety of metrics.
  • Cloud native tools compatibility and support, push/pull options for easier metrics.
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Cons
DataStax
  • Need better fine-grained Security options.
  • The support team sometimes requires the escalate button pressed on tickets, to get timely responses. I will say, once the ticket is escalated, action is taken.
  • They require better documentation on the migration of data. The three primary methods for migrating large data volumes are bulk, Cassandra Data Migrator, and ZDM (Zero Downtime Migration Utility). Over time I have become very familiar will all three of these methods; however, through working with the Services team and the support team, it seemed like we were breaking new ground. I feel if the utilities were better documented and included some examples and/or use cases from large data migrations; this process would have been easier. One lesson learned is you likely need to migrate your application servers to the same cloud provider you host Astra on; otherwise, the latency is too large for latency-sensitive applications.
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Open Source
  • Not a good choice if you need very high levels of accuracy with regards to collecting 100% of a certain type of data.
  • The user interface does not have much eye candy which helps you focus on what you need to see but can appear very basic in its design sometimes.
  • PromQL does have a high learning curve.
  • Not great for high cardinality data types.
  • Unlike other platforms, Prometheus does not have a macro system.
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Usability
DataStax
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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Open Source
It is usable and one can learn if few people in the team are already using it. It can be difficult to understand at the beginning because of non intuitive UI and syntax of the rules. So, I've gone for 7 points as there is some room for improvement in user interface and rules syntax.
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Support Rating
DataStax
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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Open Source
Never had to reach out to them.
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Alternatives Considered
DataStax
We know Astra is built on Cassandra / Kubernetes / Stargate and can work on any cloud. The competitors we reviewed are cloud specific and create a lock in. We also have the option to run Cassandra / Stargate ourselves if we wanted to. The competitors don’t give that option
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Open Source
Highly customized pricing plans to choose from. Lower pricing for the same features compared to competitors. Easy to reach the support team, which provided detailed documentation and helped set up the Prometheus. Monitoring metrics gets very easy after the integration with Grafana. It also has a sophisticated alert setting mechanism to ensure we don't miss anything critical.
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Scalability
DataStax
Our use case and requirements for scaling don't allow me to comment on ability to scale to millions of users, however from what I know of other use cases where Astra has been applied, and Astra's architectural design makes me confident it will be able to scale to meet most requirements
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Open Source
No answers on this topic
Return on Investment
DataStax
  • The high availability capabilities of Astra DB can assist in reducing downtime, which is crucial for revenue-generating applications.
  • The developer-friendly features of Astra DB, as well as support for known query languages, can help expedite development, save development time, and minimize labor costs. This can result in a shorter time to market and a higher ROI.
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Open Source
  • We are still working on the ROI
  • The ROI mentioned during the purchase has not been achieved, however this could be due to lack of data from our side. 2 years of implementation is too early to calculate and confirm the ROI.
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