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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
9th
Average Rating
8.8
Reviews Sentiment
6.3
Number of Reviews
7
Ranking in other categories
No ranking in other categories
MongoDB
Ranking in Managed NoSQL Databases
8th
Average Rating
8.2
Reviews Sentiment
6.6
Number of Reviews
81
Ranking in other categories
Open Source Databases (5th), NoSQL Databases (1st)
 

Mindshare comparison

As of July 2025, in the Managed NoSQL Databases category, the mindshare of Google Cloud Bigtable is 5.7%, down from 9.2% compared to the previous year. The mindshare of MongoDB is 6.8%. 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

"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."
"Stability-wise, it is a simple solution. I rate the solution's stability a ten out of ten."
"The main benefit I receive from Google Cloud Bigtable is the managed service part."
"The main benefit I receive from Google Cloud Bigtable is the managed service part."
"Scalability-wise, I rate the solution a ten out of ten."
"The solution is very convenient."
"The most valuable feature is the backup and replication service."
"MongoDB is extremely developer-friendly because when you are starting, there is very little time needed upfront in terms of planning."
"MongoDB is relatively fast compared to relational databases."
"It facilitates the generation of heatmaps for graphical data analysis."
"MongoDB is highly stable, and I would rate its stability at nine out of ten."
"MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial."
"The most valuable feature is that you can store unstructured data, which is helpful when you don't know what the best structure should be and you cannot use a relational database because of that."
"The initial setup isn't really that complex."
"The most valuable feature of MongoDB is the ease of connections, aggregation, and queries."
 

Cons

"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."
"I've used Bigtable for about three or four years."
"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."
"This product needs better security and transparency, and the price should be reduced."
"MongoDB could be more secure."
"The product's data consistency could be more efficient than traditional SQLs."
"Our program developer finds it to be a little unstable, development-wise."
"We find it difficult to incorporate MongoDB in some projects."
"The user interface is not as friendly as Oracle, which is something that can be improved."
"I suppose it could be a little more secure."
"There can be stability issues."
"The analytics needs improvement."
 

Pricing and Cost Advice

Information not available
"There is an annual subscription for the use of this solution."
"I chose MongoDB because it is cost-effective compared to Oracle, which can be expensive. In addition, MongoDB has good performance and has not caused any issues while working with it. It has been a good choice for me."
"The pricing is normal. Price-wise, the product is not too much expensive."
"It's open-source."
"MongoDB is not expensive."
"This is an open-source solution."
"I don't know, but I have heard from people who procure it that it is much cheaper than Oracle."
"I believe that the licensing fees are paid on a yearly basis."
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Top Industries

By visitors reading reviews
Computer Software Company
14%
University
14%
Financial Services Firm
9%
Manufacturing Company
6%
Financial Services Firm
17%
Computer Software Company
13%
Manufacturing Company
7%
University
7%
 

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: June 2025.
860,592 professionals have used our research since 2012.