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Google Cloud Bigtable vs MongoDB comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 3, 2025

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
8th
Average Rating
8.8
Reviews Sentiment
8.1
Number of Reviews
6
Ranking in other categories
No ranking in other categories
MongoDB
Ranking in Managed NoSQL Databases
9th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
79
Ranking in other categories
Open Source Databases (5th), NoSQL Databases (1st)
 

Mindshare comparison

As of March 2025, in the Managed NoSQL Databases category, the mindshare of Google Cloud Bigtable is 5.6%, down from 9.8% compared to the previous year. The mindshare of MongoDB is 4.3%. It is calculated based on PeerSpot user engagement data.
Managed NoSQL Databases
 

Featured Reviews

Aakash Sharma - PeerSpot reviewer
Great for streaming data and being a managed service is an advantage
Our primary use case is for analytics, analyzing the data sets and curing Bigtable is very user-friendly where streaming data is required. I think it's relatively easier to use than Ascentra. The fact that it's a managed service is an advantage.   The cost of this product is too expensive.…
Uzair Faruqi - PeerSpot reviewer
Transforms data flow with adaptable schema and smooth public cloud deployment
One of our business units uses MongoDB, and we developed an ETL pipeline that extracts data from MongoDB and transfers it into our data warehouse MongoDB is a NoSQL database that is similar to a document database. It offers flexibility in schema adaptation, allowing us to change the schema and…

Quotes from Members

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

Pros

"Stability-wise, it is a simple solution. I rate the solution's stability a ten out of ten."
"Scalability-wise, I rate the solution a ten out of ten."
"The solution is very convenient."
"Bigtable is faster than other competitors in the market. It helps us collate all the data, and the security features are great. The latency is low, and the computation speed is fantastic. Bigtable is also a managed service, so you don't have to worry about anything aside from analyzing the data ingested."
"It's very user-friendly where streaming data is required."
"The most valuable feature is the backup and replication service."
"It is easy to set up."
"We haven't had any issues with stability."
"My impression is that the initial setup is straightforward."
"MongoDB is a NoSQL tool that gives us much freedom to manipulate how the data works."
"I like the document storage feature. It's pretty simple."
"The installation is very easy to do and understand."
"MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial."
"The integration capabilities of MongoDB are fine for the solutions that we use in our company."
 

Cons

"The lagging problem of the product I face is an area of concern where improvements are required."
"The cost of this product is too expensive."
"I've used Bigtable for about three or four years."
"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."
"Improvement should be made as per customer recommended and requirements."
"This product needs better security and transparency, and the price should be reduced."
"I think that MongoDB's search engine should be improved."
"I'd like to see an ID generator. It's very technical but I don't think it has one, so we have to go to great lengths to work around that."
"MongoDB should incorporate more features, particularly search functionality, and real-time communication capabilities, to improve the database and provide data listening services. Currently, we rely on the Atlas offering, but it would be fantastic if MongoDB could develop a new solution or updated version that includes these features within its internal database and driver. However, I am uncertain if this would be a viable or profitable move for them, and I am speaking from a mobile-centric viewpoint."
"It should have GUI for managing clusters. MongoDB needs a more powerful GUI to manage clusters and make switchovers. Currently, there is no good, free tool to check the replication to find out if there is a gap."
"A normal Oracle or database tester will take some time to gear up to MongoDB because the way of writing queries is different in MongoDB. There should be some kind of midway where a person who is coming from an Oracle background can write a query and get a response by using something like a select * statement or other such things. There should be some way for MongoDB to interpret these commands rather than making a person learn MongoDB commands and writing them. I struggled while writing these MongoDB commands. I had not seen such queries before. It was pretty difficult to get them. This is one of the areas where it would help from the improvement standpoint."
"It would be good to have scalability for clusters. For example, if we have three clusters, we should be able to increase to five clusters if required. I am not sure if such a feature is currently there. I hope there is good documentation for this."
"More stable indexes would be helpful in a future release. That's been an issue for some time. I don't know if it's been fixed now but we transitioned to it because we needed a search index to be able to search for things and if that goes or starts disappearing, we have to move away from that solution. I don't know if they fixed it, last time I had this issue was three years ago so they might have solved it."
"MongoDB should not be used for reporting, analytics, or number-crunching tasks."
 

Pricing and Cost Advice

Information not available
"I only used the open-source version."
"The product is affordable."
"We use the open-source version, which is available to use free of charge."
"It's open-source."
"MongoDB is not expensive."
"There is an enterprise license and it could be cheaper. We are using the free open source version."
"The solution is open source so is free."
"MongoDB is an open-source solution."
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Top Industries

By visitors reading reviews
Computer Software Company
15%
University
13%
Financial Services Firm
10%
Comms Service Provider
8%
Financial Services Firm
18%
Computer Software Company
15%
University
7%
Manufacturing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about Google Cloud Bigtable?
Scalability-wise, I rate the solution a ten out of ten.
What needs improvement with Google Cloud Bigtable?
The lagging problem of the product I face is an area of concern where improvements are required. In general, the performance of the product needs improvement.
What is your primary use case for Google Cloud Bigtable?
When a client gives our organization a project where they need a dashboard for their company, they provide us with some data from their database, which is usually presented in Google Cloud Bigtable...
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?
We use the free version of MongoDB, so there are no licensing costs.
What needs improvement with MongoDB?
There is room for improvement in integrating MongoDB with agentive AI solutions. While solutions for other databases like SQL or PostgreSQL ( /products/postgresql-reviews ) already exist, MongoDB r...
 

Comparisons

 

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 and other solutions. Updated: March 2025.
842,690 professionals have used our research since 2012.