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Heavy.AI vs Oracle Database Cloud Service comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Heavy.AI
Ranking in Relational Databases Tools
24th
Average Rating
7.6
Reviews Sentiment
5.1
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Oracle Database Cloud Service
Ranking in Relational Databases Tools
13th
Average Rating
8.4
Reviews Sentiment
5.9
Number of Reviews
14
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Relational Databases Tools category, the mindshare of Heavy.AI is 0.7%, up from 0.2% compared to the previous year. The mindshare of Oracle Database Cloud Service is 1.9%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Relational Databases Tools Mindshare Distribution
ProductMindshare (%)
Oracle Database Cloud Service1.9%
Heavy.AI0.7%
Other97.4%
Relational Databases Tools
 

Featured Reviews

reviewer2886843 - PeerSpot reviewer
Service Cloud Gb Strat High Technology Enterprise Account Executive at a tech vendor with 10,001+ employees
Interactive analytics has revealed territory gaps and now needs simpler, more conversational guidance
I think whenever you're using these tools, you want it to be as conversational as possible, and I think more of that would be helpful for Heavy.AI. Allowing you to ask questions on how to do things inside of Heavy.AI and have it actually show you how to do it as you're doing it would be beneficial. That way you don't have to spend a lot of time trying things out through trial and error. Trial and error can be helpful because you're learning it that way, but at the same time, when you're just trying to do things quickly and you're not a professional or a user that uses it all the time, you might not have that. So you want to be able to get that information quickly and easily. Some aspects I didn't like, but some of it's just like, "of course not." I wish I could snap my fingers and have everything be perfect, but that's not realistic. The infrastructure is probably fairly expensive. I can't afford to do that. I would need my business, the company that I work for to do it for us. Otherwise I can't really do it. It's just expensive. I did feel that it was pretty easy to use, but I'm a little bit more experienced than the average person, so maybe someone less technical like my colleagues would struggle initially to figure it out. I think maybe enhancing the user-friendliness for people that are not coders, just kind of setting up the workflows and things so it's just easier would help. It seems to be more purpose-built for spatial stuff, for location plus time and things, but general purpose BI is kind of an important thing. I don't think people were actually taking advantage of that, and when they're not doing that, it creates a little bit of trouble.
BB
Senior Consultant at NewAge Consulting
Has improved data security and automation while supporting large-scale storage and migration
I do not use the Global Reach feature. Regarding metrics and performance, I don’t recall the exact performance metrics, but we use ETL processes to monitor and manage migration performance and data quality. Oracle Database Cloud Service is strong for data management and storage, as well as for its security features and automation of data dumps and archiving. Overall, Oracle Database Cloud Service is a solid product. It’s well-suited for financial platforms. Oracle provides both its on-premises and cloud-based suites, and the company continues to evolve, offering more components for data storage, data management, and integration with other tools and SaaS solutions. I plan to continue using Oracle Database Cloud Service, particularly for managing SaaS tools in financial contexts.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"We did see a saving of time and cost because we had a one-stop shop where we could access GPU utilization along with plotting of geographical data."
"Heavy.AI being able to do these things without having that background was powerful for me."
"I recommend Oracle Database Cloud Service as a good technology with excellent support and documentation."
"Oracle Database Cloud Service is good for managing data and storage, and also with the security and automation of the dump and graduate data."
"Oracle DCS is stable and easy to use, scale, and maintain."
"It is a very stable program."
"Security is the most valuable feature provided by the product."
"The self-maintenance features, auto maintenance, cleanup, and backup are the most valuable aspects of Oracle Database Cloud Service."
"We really like the flexibility of adding more resources and the overall administration interface."
"Technically, this is a very, very, good product or database, whether on-premises or on the cloud."
 

Cons

"Heavy.AI can be improved since it is a very large and comprehensive tool. For someone who does not have expertise in the tool, they will struggle somewhat, so I think it could be made easier for people."
"My experience with that was expensive to do for myself, so I had to get the company to sort of allow me to do it for Heavy.AI."
"The implementation process could be easier for customers."
"It would be nice to have a data dictionary reporting feature in the solution."
"I think the program is rather expensive, so I would like to see it becoming more affordable."
"We're actually going through licensing issues and are looking to perhaps changing to another solution, something that is perhaps open-source."
"The user interface of the database could be like SQL Developer on-premise. The scripts are not persistent in the cloud, and the export of the data is not quite like on-prem."
"We encountered connection failures for some of our sites."
"In my opinion, the price of Oracle Database Cloud Service should be more affordable. Additionally, the interface of the application could be more user-friendly."
"Oracle Database Cloud Service has room for improvement in handling large-scale applications."
 

Pricing and Cost Advice

Information not available
"The product has reasonable pricing. I rate its pricing a nine out of ten."
"I think the program is rather expensive, so I would like to see it becoming more affordable."
"Price is always higher for all Oracle products."
"Every year we are increasing the price of the solution. There is hardware licensing available. We pay approximately $20,000 monthly to use the solution."
"The tool is not cheap."
"Pricing for Oracle Database Cloud Service could be more competitive. Lately, pricing for it has been increasing, so my company may have to review different options to find a solution with competitive pricing. From what I know, there's no additional cost apart from the standard licensing fees for Oracle Database Cloud Service."
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Top Industries

By visitors reading reviews
Construction Company
35%
Insurance Company
19%
Healthcare Company
9%
Comms Service Provider
5%
Construction Company
13%
Financial Services Firm
10%
Retailer
9%
Non Profit
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise7
 

Questions from the Community

What needs improvement with Heavy.AI?
Heavy.AI can be improved since it is a very large and comprehensive tool. For someone who does not have expertise in the tool, they will struggle somewhat, so I think it could be made easier for pe...
What is your primary use case for Heavy.AI?
Heavy.AI is my main tool for large-scale data plotting and analysis. We have a lot of geographical data which we process for IoT vehicle fleets and cell tower pings. For this, we analyze and plot t...
What advice do you have for others considering Heavy.AI?
My advice to others looking into using Heavy.AI is to understand data and concepts in depth before using the tool rather than using it blindly. I give Heavy.AI a rating of 9.
What needs improvement with Oracle Database Cloud Service?
Oracle Database Cloud Service could improve by adding a native iPaaS (integration platform as a service). While machine learning integration is available with Informatica, it’s not yet built into O...
What is your primary use case for Oracle Database Cloud Service?
I worked with Oracle Database on-premises as a developer for seven years at Sopra Banking. Later, I used Oracle Database Cloud Service together with Informatica for application and data integration...
What advice do you have for others considering Oracle Database Cloud Service?
I do not use the Global Reach feature. Regarding metrics and performance, I don’t recall the exact performance metrics, but we use ETL processes to monitor and manage migration performance and data...
 

Also Known As

OmniSci
No data available
 

Overview

 

Sample Customers

Pactriglo, TUTELA, Skyhook, npm, Inc., Simulmedia
Kagool, iPoint-Systems
Find out what your peers are saying about Microsoft, Oracle, SAP and others in Relational Databases Tools. Updated: August 2026.
909,153 professionals have used our research since 2012.