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MongoDB Atlas vs Revvity Signals Notebook comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 2, 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
7.4
Number of Reviews
49
Ranking in other categories
Database as a Service (DBaaS) (3rd), Managed NoSQL Databases (5th)
Revvity Signals Notebook
Average Rating
6.0
Number of Reviews
1
Ranking in other categories
AWS Marketplace (37th)
 

Mindshare comparison

MongoDB Atlas and Revvity Signals Notebook 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 14.5%, down 16.7% compared to last year.
Revvity Signals Notebook, on the other hand, focuses on AWS Marketplace, holds 0.1% mindshare, up 0.0% since last year.
Database as a Service (DBaaS)
AWS Marketplace
 

Featured Reviews

Laksiri Bala - PeerSpot reviewer
Room for improvement in data handling leads to enhanced cost-effective data management performance
It would be beneficial if MongoDB Atlas could better support OLTP aspects and data frames, as well as enhance its capabilities for data pipelines and visualization dashboards. Furthermore, supporting the medallion architecture could be a valuable addition, and incorporating improved spatial and vector handling for geographical data could make it more competitive. Enhancing vector processing for AI capabilities would also be critical.
Surjit Singh - PeerSpot reviewer
Updating templates is straightforward and everything is automatically saved, but the workflow implementation is a pain point
The workflow implementation is a pain point for customers because it relies on Spotfire with added plugins, which are not natively integrated. This makes execution slow and less effective in meeting all scientific workflow needs. Additionally, the support service is slow to respond and resolve issues. Even known problems take time due to a lack of a Sstrong developer support team, making it a significant product drawback. They also need to work on other products like Workflow, which still need to achieve these compliance requirements. While Signals Notebook is good enough to meet all the necessary needs, other products like BitLocker still need improvements to become fully compliant enterprise products.

Quotes from Members

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

Pros

"Being schemaless is what I like best about MongoDB Atlas."
"MongoDB Atlas is a platform as a service and it has proven to be particularly valuable due to its self-managing nature. This has allowed us to minimize the amount of time and effort required to manage it, as it effectively manages itself. Additionally, it is a complete solution when looking at its features."
"The solution is easily scalable and manageable. Tools can be easily added to the solution."
"The initial setup is straightforward."
"The key feature of MongoDB Atlas that has been helpful for us is the ease of deploying new databases."
"The product is user-friendly."
"MongoDB Atlas is a database that is quite fast, stable, and reliable."
"The product allows us to easily set up and store large amounts of unstructured data."
"From my experience over the last fifteen months, the most valuable feature of the Revvity Signals Notebook is its ease of use. Customers appreciate that updating templates is straightforward and everything is automatically saved. The UI is simple, making creating, sharing, and searching experiments easy. Different scientists can reference each other's experiments seamlessly. It is also swift compared to other vendor-built software, where you have to customize templates and write a lot of code. Revvity Signals Notebook excels in this aspect, making it smooth and efficient."
 

Cons

"It would be better if there were more integration capabilities with other products."
"A few areas that we have noticed as being problematic with the MongoDB Atlas include user access to the platform. Currently, it is difficult to restrict and control what actions a user can perform within the solution, which poses a challenge from an internal auditing perspective."
"In the past, MongoDB offered more features for free, but now it's quite limited. The free version is limited, and you need to pay extra to fully utilize it. The pricing could be improved."
"We need improved query performance."
"The initial configuration fine-tuning for performance can be time-consuming."
"The installation was straightforward except for the network hardware because it was a little complicated to make the connection with our VPC on AWS."
"We had some edge cases where scalability was an issue where a node went offline, and we had to deal with that."
"The product does not have ORM."
"The workflow implementation is a pain point for customers because it relies on Spotfire with added plugins, which are not natively integrated. This makes execution slow and less effective in meeting all scientific workflow needs. Additionally, the support service is slow to respond and resolve issues. Even known problems take time due to a lack of astrong developer support team, making it a significant product drawback. They also need to work on other products like Workflow, which still need to achieve these compliance requirements. While Signals Notebook is good enough to meet all the necessary needs, other products like BitLocker still need improvements to become fully compliant enterprise products."
 

Pricing and Cost Advice

"The price of MongoDB Atlas is highly expensive to use and maintain. They are taking advantage of the users with such a high price."
"The pricing and licensing is great."
"For our service, it was around 300 to 600 euros per month, which was acceptable for our customers."
"MongoDB Atlas is not expensive, and since it's a cloud-based solution, you pay by usage."
"Pricing could always be better."
"The price of MongoDB Atlas is highly affordable."
"The tool is free since it's an open-source product."
"I am using the free version of the solution."
Information not available
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Top Industries

By visitors reading reviews
Computer Software Company
17%
Financial Services Firm
14%
Manufacturing Company
8%
Comms Service Provider
7%
Pharma/Biotech Company
19%
Manufacturing Company
10%
Healthcare Company
10%
Educational Organization
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about MongoDB Atlas?
There are many valuable features, but scalability stands out. It can scale across zones. You can define multiple nodes. They have also partnered with AWS, offering great service with multiple featu...
What is your experience regarding pricing and costs for MongoDB Atlas?
The price of MongoDB Atlas is reasonable, which is why many organizations, including mine, are opting for it.
What needs improvement with MongoDB Atlas?
There is nothing about MongoDB Atlas I would like to improve or any weak points at this time. I have not thought through what other features I would like to see included in future updates. MongoDB ...
What needs improvement with Revvity Signals Notebook?
The workflow implementation is a pain point for customers because it relies on Spotfire with added plugins, which are not natively integrated. This makes execution slow and less effective in meetin...
What is your primary use case for Revvity Signals Notebook?
Revvity Signals Notebook is dedicated to the pharmaceutical industry, particularly for scientific support, drug discovery, and chemical-related experiments. It allows users to create templates for ...
What advice do you have for others considering Revvity Signals Notebook?
If you want to use Revvity Signals Notebook for the first time, my advice depends on your purpose. If you need to create templates for scientists to conduct and share experiments and reference othe...
 

Comparisons

 

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
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