Apache Lucene vs. MongoDB Atlas

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Apache Lucene
Score 10.0 out of 10
N/A
Apache Lucene is an open source and free text search engine library written in Java. It is a technology suitable for applications that requires full-text search, and is available cross-platform.
$0
per month
MongoDB Atlas
Score 8.6 out of 10
N/A
MongoDB Atlas is the company's automated managed cloud service, supplying automated deployment, provisioning and patching, and other features supporting database monitoring and optimization.
$57
per month
Pricing
Apache LuceneMongoDB Atlas
Editions & Modules
No answers on this topic
Dedicated Clusters
$57
per month
Dedicated Multi-Reigon Clusters
$95
per month
Shared Clusters
Free
Offerings
Pricing Offerings
Apache LuceneMongoDB Atlas
Free Trial
NoNo
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsA free and open source product.
More Pricing Information
Community Pulse
Apache LuceneMongoDB Atlas
Features
Apache LuceneMongoDB Atlas
Database-as-a-Service
Comparison of Database-as-a-Service features of Product A and Product B
Apache Lucene
-
Ratings
MongoDB Atlas
9.1
6 Ratings
5% above category average
Automatic software patching00 Ratings9.36 Ratings
Database scalability00 Ratings9.46 Ratings
Automated backups00 Ratings9.76 Ratings
Database security provisions00 Ratings9.36 Ratings
Monitoring and metrics00 Ratings8.06 Ratings
Automatic host deployment00 Ratings9.05 Ratings
Best Alternatives
Apache LuceneMongoDB Atlas
Small Businesses
Yext
Yext
Score 8.9 out of 10
IBM Cloudant
IBM Cloudant
Score 7.6 out of 10
Medium-sized Companies
Guru
Guru
Score 9.3 out of 10
IBM Cloudant
IBM Cloudant
Score 7.6 out of 10
Enterprises
Guru
Guru
Score 9.3 out of 10
IBM Cloudant
IBM Cloudant
Score 7.6 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Apache LuceneMongoDB Atlas
Likelihood to Recommend
10.0
(3 ratings)
9.2
(6 ratings)
Usability
-
(0 ratings)
8.0
(1 ratings)
Support Rating
-
(0 ratings)
10.0
(2 ratings)
User Testimonials
Apache LuceneMongoDB Atlas
Likelihood to Recommend
Apache
Apache Lucene is a perfect text search implementation where the heap space usage needs to be kept to its minimal. It also enables search based on various search fields and most importantly the search and index process can happen simultaneously. The only scenario where it might be less appropriate would be when the index size grows too big. We have witnessed few scalable issues where the search would take a while when the index size is too large.
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MongoDB
It is good if you: 1. Have unstructured data that you need to save (since it is NoSQL DB) 2. You don't have time or knowledge to setup the MongoDB Atlas, the managed service is the way to go (Atlas) 3. If you need a multi regional DB across the world
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Pros
Apache
  • We found Apache Lucene to be extremely performant in querying large amounts of data and retrieving the correct files based on the metadata provided.
  • The online community offers great support for the product. Even though it is an open source tool, it is not difficult to find help online for it.
  • When we were creating a proof of concept application, we found that the software worked just as well, while being run locally on a resource-limited PC.
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MongoDB
  • Generous free and trial plan for evaluation or test purposes.
  • New versions of MongoDB are able to be deployed with Atlas as soon as they're released—deploying recent versions to other services can be difficult or risky.
  • As the key supporters of the open source MongoDB project, the service runs in a highly optimized and performant manner, making it much easier than having to do the work internally.
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Cons
Apache
  • User interface for setup and maintenance would be helpful.
  • Easier cloud/cluster setup.
  • Better, centralized documentation.
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MongoDB
  • For someone new, it could be challenging using MongoDB Atlas. Some official video tutorials could help a lot
  • Pricing calculation is sometimes misleading and unpredictable, maybe better variables could be used to provide better insights about the cost
  • Since it is a managed service, we have limited control over the instances and some issues we faced we couldn't;'t know about without reaching out to the support and got fixed from their end. So more control over the instance might help
  • The way of managing users and access is somehow confusing. Maybe it could be placed somewhere easy to access
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Usability
Apache
No answers on this topic
MongoDB
I would give it 8. Good stuff: 1. Easy to use in terms of creating cluster, integrating with Databases, setting up backups and high availability instance, using the monitors they provide to check cluster status, managing users at company level, configure multiple replicas and cross region databases. Things hard to use: 1. roles and permissions at DB level. 2. Calculate expected costs
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Support Rating
Apache
No answers on this topic
MongoDB
We love MongoDB support and have great relationship with them. When we decided to go with MongoDB Atlas, they sent a team of 5 to our company to discuss the process of setting up a Mongo cluster and walked us through. when we have questions, we create a ticket and they will respond very quickly
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Alternatives Considered
Apache
The search and index performance of [Apache] Lucene is excellent and the quality of results is good, if not better. For implementing it with small scale applications it is a no brainer, Lucene is the best and most cost effective solution. Learning curve is not too steep either.
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MongoDB
MongoDB is a great product but on premise deployments can be slow. So we turned to Atlas. We also looked at Redis Labs and we use Redis as our side cache for app servers. But we love using MongoDB Atlas for cloud deployments, especially for prototyping because we can get started immediately. And the cost is low and easy to justify.
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Return on Investment
Apache
  • Being an open source project we did not have to pay any licensing fees for using Apache Lucene. It has greatly improved our search functionality in our web apps.
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MongoDB
  • Positive - Faster provisioning so we don't have development teams waiting.
  • Positive - Automated backups and server management - eliminates need for dedicated DBAs.
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ScreenShots

Apache Lucene Screenshots

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