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Google Cloud Bigtable vs MongoDB Enterprise Advanced comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 15, 2026

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

Google Cloud Bigtable
Ranking in Managed NoSQL Databases
10th
Average Rating
8.6
Reviews Sentiment
6.3
Number of Reviews
9
Ranking in other categories
Non-Relational Databases (5th)
MongoDB Enterprise Advanced
Ranking in Managed NoSQL Databases
4th
Average Rating
8.2
Reviews Sentiment
6.7
Number of Reviews
82
Ranking in other categories
Open Source Databases (5th), NoSQL Databases (1st)
 

Mindshare comparison

As of May 2026, in the Managed NoSQL Databases category, the mindshare of Google Cloud Bigtable is 5.9%, up from 5.0% compared to the previous year. The mindshare of MongoDB Enterprise Advanced is 10.7%, up from 6.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Managed NoSQL Databases Mindshare Distribution
ProductMindshare (%)
MongoDB Enterprise Advanced10.7%
Google Cloud Bigtable5.9%
Other83.4%
Managed NoSQL Databases
 

Featured Reviews

AS
Team Lead at a financial services firm with 5,001-10,000 employees
Consistent performance and seamless cloud integration enhance analytics capabilities while reducing management complexity
One point for improvement in Google Cloud Bigtable is that people have confusion in mapping. There are many similar products available, and Google has managed services for similar products as well. It would be easier if the journey of knowing when to use Google Cloud Bigtable versus other Cloud SQL and alternates such as Cloud Spanner is made clearer for users. Regarding additional functionality for Google Cloud Bigtable, I am uncertain if LLMs can be integrated or if Google Cloud Bigtable can act as a vector store for LLM-specific use cases where we are interacting or using generative AI capabilities.
FG
Architecte Cloud at Visiativ SA
Offers reliable engine for legacy needs but requires enhanced cost management and AI features
While MongoDB is a good product, it is also an expensive product for support, and its scalability is acceptable, but the big problem with MongoDB is the cost. For security in MongoDB, we work with encrypted databases by default, but we have not contracted the security options in our contract because it is too expensive, so we only implement encrypted databases without the security pack, which is very expensive for us; in security, we are at the first steps, just using encrypted databases. I think additional features needed in MongoDB include perhaps vector databases, as I think they are not supported right now.

Quotes from Members

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

Pros

"The solution is very stable; we've never experienced bugs or glitches, we haven't had crashes, and it works well and as expected 100% of the time."
"Bigtable is very user-friendly where streaming data is required."
"Scalability-wise, I rate the solution a ten out of ten."
"This solution is much more scalable than more traditional databases - at least the ones we are aware of."
"The solution is very convenient."
"The main benefit I receive from Google Cloud Bigtable is the managed service part."
"Bigtable is faster than other competitors in the market, it helps us collate all the data, the security features are great, the latency is low, the computation speed is fantastic, and it is also a managed service, so you don't have to worry about anything aside from analyzing the data ingested."
"I like the drive and the support of this program."
"We can define security rules at the database level or the cluster level to grant or deny access to particular users."
"The solution has good flexibility and very fast performance for searching data."
"MongoDB's dashboards offer more functionalities and allow you to create a dashboard with MongoDB database data."
"MongoDB is highly stable, and I would rate its stability at nine out of ten."
"Sharding is an excellent feature of MongoDB."
"The Dynamic Application is a valuable feature."
"I would recommend MongoDB because it is widely used by many organizations."
"MongoDB is the best choice for us when we want to store NoSQL-type data."
 

Cons

"The pricing of the solution needs to be improved."
"Improvement should be made as per customer recommended and requirements."
"This product needs better security and transparency, and the price should be reduced."
"The pricing of the solution needs to be improved."
"When it comes to complex queries, a user can't get any help from a drop-down box and pick columns. It would be great if some improvements could be made in the aforementioned area concerning the solution."
"This product needs better security and transparency, and the price should be reduced."
"I've used Bigtable for about three or four years."
"The cost of this product is too expensive."
"There should be better integration with other databases."
"The performance could be faster."
"When I want to connect to a node, I need to supply the certificate that MongoDB trusts, even though I use an admin password."
"MongoDB should better support small and medium companies. There are a lot of clients out there that are interested, however, they need something lighter and less complex and something not so expensive upfront."
"It could be more stable. It would be better if it were more user-friendly like Oracle, which is very easy."
"Some of the solution's transaction capabilities can be improved."
"MongoDB is a very useful and convenient choice, but sometimes for more complex projects, there are certain niche requirements that appear, so using a different tool could be beneficial. It raises the complexity of the architecture, but it could be beneficial to the world, the features, the ease of the features which are being implemented."
"MongoDB should be more stable, and support should be more efficient."
 

Pricing and Cost Advice

"I would like to see better pricing. It is not too expensive, but it isn't cheap either."
"MongoDB's pricing is reasonable."
"MongoDB is an open-source solution."
"MongoDB is a free solution. We wanted to have high availability and the subscription cost was quite expensive because the basic one is free and then when you want to have some other replications or other features you will need to pay money. Overall the solution is expensive."
"MongoDB has a free version. You can also buy the enterprise edition, which is cheaper than Oracle."
"It is rather expensive."
"MongoDB's pricing is not reasonable, but it is not as expensive as the others."
"Our customers pay for yearly licenses for MongoDB."
"We use the open-source version, which is available to use free of charge."
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Manufacturing Company
9%
Computer Software Company
8%
Comms Service Provider
8%
Financial Services Firm
14%
Manufacturing Company
8%
Computer Software Company
7%
University
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Large Enterprise4
By reviewers
Company SizeCount
Small Business36
Midsize Enterprise13
Large Enterprise39
 

Questions from the Community

What needs improvement with Google Cloud Bigtable?
One point for improvement in Google Cloud Bigtable is that people have confusion in mapping. There are many similar products available, and Google has managed services for similar products as well....
What is your primary use case for Google Cloud Bigtable?
My main use case for Google Cloud Bigtable is mainly for advertisement-related analytics-related use cases.
What advice do you have for others considering Google Cloud Bigtable?
Regarding integration with Google Cloud Bigtable and other Google Cloud services such as Dataflow, Dataproc, and BigQuery, we have not done that integration, but there are connectors available. Som...
What do you like most about MongoDB?
MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.
What is your experience regarding pricing and costs for MongoDB?
I think it depends on the provider. For example, on DigitalOcean, they have strict routing. You have to whitelist an IP address, or you risk getting DDoS. Then if you're going for the Atlas one tha...
What needs improvement with MongoDB?
I don't really have a deep dive into it, but I see that MongoDB Enterprise Advanced has RAG and Vertex support. However, we really didn't use it because I think one thing also is that Prisma, the O...
 

Also Known As

Google BigTable, BigTable
No data available
 

Overview

 

Sample Customers

Cognite, Dow Jones, Loblaw Digital
Facebook, MetLife, City of Chicago, Expedia, eBay, Google
Find out what your peers are saying about Google Cloud Bigtable vs. MongoDB Enterprise Advanced and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.