No more typing reviews! Try our Samantha, our new voice AI agent.

MongoDB Atlas vs Prepaid Billing credits for Performance Plan comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 5, 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

MongoDB Atlas
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
52
Ranking in other categories
Database as a Service (DBaaS) (3rd), Managed NoSQL Databases (3rd), Database Management Systems (DBMS) (2nd), AI Software Development (4th)
Prepaid Billing credits for...
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AWS Marketplace (292nd)
 

Mindshare comparison

MongoDB Atlas and Prepaid Billing credits for Performance Plan aren’t in the same category and serve different purposes. MongoDB Atlas is designed for Database as a Service (DBaaS) and holds a mindshare of 11.8%, down 14.1% compared to last year.
Prepaid Billing credits for Performance Plan, on the other hand, focuses on AWS Marketplace, holds 0.2% mindshare, up 0.1% since last year.
Database as a Service (DBaaS) Mindshare Distribution
ProductMindshare (%)
MongoDB Atlas11.8%
Amazon RDS11.7%
Microsoft Azure SQL Database9.5%
Other67.0%
Database as a Service (DBaaS)
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Prepaid Billing credits for Performance Plan0.2%
Stardog Enterprise Knowledge Graph Platform0.4%
Freight Emissions API - Carbon data for shipping and logistics0.3%
Other99.1%
AWS Marketplace
 

Featured Reviews

Varuns Ug - PeerSpot reviewer
Senior Software Developer at NIT
Flexible document workflows have accelerated schema changes and simplified evolving data models
MongoDB Atlas currently has almost all the features we require, but there are some points where I see certain improvements. One area is cost visibility and optimization. Since pricing is largely based on storage and cluster size, it can sometimes be difficult to predict or optimize cost without deeper insights. More granular cost breakdowns or recommendations would be helpful. Another area I can mention is performance tuning transparency. While MongoDB Atlas provides monitoring and suggestions, debugging deeper issues like slow queries, index efficiency, or shard imbalance can sometimes require more control or visibility. Cost optimization, deeper performance insight, and easier scaling decisions would make MongoDB Atlas even more powerful. A couple of additional areas where MongoDB Atlas could improve are integrations and developer experience. For integrations, while MongoDB Atlas supports major cloud providers and tools, deeper and more seamless integration with observability patterns would make troubleshooting distributed systems easier. On the documentation side, while it is generally good, some advanced topics like sharding strategies, performance tuning, and real-world scaling patterns could benefit from more practical guidance. Additionally, a better local-to-cloud development experience, making it easier to replicate production-like MongoDB Atlas environments locally, would help developers test performance and scaling scenarios more efficiently.
Use Prepaid Billing credits for Performance Plan?
Leave a review
report
Use our free recommendation engine to learn which Database as a Service (DBaaS) solutions are best for your needs.
900,051 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Manufacturing Company
14%
Financial Services Firm
12%
Construction Company
10%
Computer Software Company
7%
Construction Company
59%
Financial Services Firm
6%
Healthcare Company
6%
Comms Service Provider
4%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise11
Large Enterprise23
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for MongoDB Atlas?
Pricing-wise, MongoDB Atlas has a pay-as-you-go strategy. The documentation for MongoDB is very good; I have learned multiple things through reading it. The free tier is M0 for $0, which is suitabl...
What needs improvement with MongoDB Atlas?
MongoDB Atlas currently has almost all the features we require, but there are some points where I see certain improvements. One area is cost visibility and optimization. Since pricing is largely ba...
What is your primary use case for MongoDB Atlas?
In my day-to-day work, I use MongoDB Atlas primarily for storing and querying semi-structured or dynamic data where schema flexibility is important, as I work extensively on schema design, indexing...
Ask a question
Earn 20 points
 

Also Known As

Atlas, MongoDB Atlas (pay-as-you-go)
No data available
 

Overview

 

Sample Customers

Wells Fargo, Forbes, Ulta Beauty, Bosch, Sanoma, Current (a Digital Bank), ASAP Log, SBB, Zebra Technologies, Radial, Kovai, Eni, Accuhit, Cognigy, and Payload.
Information Not Available
Find out what your peers are saying about Microsoft, Amazon Web Services (AWS), MongoDB and others in Database as a Service (DBaaS). Updated: May 2026.
900,051 professionals have used our research since 2012.