Apache Solr vs. Coveo Qubit

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Apache Solr
Score 8.7 out of 10
N/A
Apache Solr is an open-source enterprise search server.N/A
Coveo Qubit
Score 6.0 out of 10
Enterprise companies (1,001+ employees)
Qubit, now from Coveo (acquired October 2021) uses visitor history data to understand different user segments and serve personalized messages to segments using JavaScript. It is available as either a managed or self-service model. Data is collected using Qubit's own Universal Variable data model, or by integrating the user's existing model via our API. It combines quantitative data with qualitative visitor feedback to give Qubit users the ability to detect areas for optimization. Using…N/A
Pricing
Apache SolrCoveo Qubit
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Apache SolrCoveo Qubit
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Apache SolrCoveo Qubit
Best Alternatives
Apache SolrCoveo Qubit
Small Businesses
Yext
Yext
Score 7.9 out of 10
Bloomreach - The Agentic Platform for Personalization
Bloomreach - The Agentic Platform for Personalization
Score 9.0 out of 10
Medium-sized Companies
Guru
Guru
Score 9.6 out of 10
Dynamic Yield
Dynamic Yield
Score 9.0 out of 10
Enterprises
Guru
Guru
Score 9.6 out of 10
Dynamic Yield
Dynamic Yield
Score 9.0 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Apache SolrCoveo Qubit
Likelihood to Recommend
8.0
(11 ratings)
8.0
(117 ratings)
Likelihood to Renew
-
(0 ratings)
8.1
(29 ratings)
Usability
7.0
(1 ratings)
7.1
(17 ratings)
Availability
-
(0 ratings)
9.0
(3 ratings)
Performance
-
(0 ratings)
7.3
(21 ratings)
Support Rating
-
(0 ratings)
6.8
(19 ratings)
In-Person Training
-
(0 ratings)
8.0
(6 ratings)
Implementation Rating
-
(0 ratings)
7.4
(8 ratings)
Ease of integration
-
(0 ratings)
9.1
(1 ratings)
Product Scalability
-
(0 ratings)
8.7
(6 ratings)
Vendor post-sale
-
(0 ratings)
7.6
(12 ratings)
User Testimonials
Apache SolrCoveo Qubit
Likelihood to Recommend
Apache
Solr spins up nicely and works effectively for small enterprise environments providing helpful mechanisms for fuzzy searches and facetted searching. For larger enterprises with complex business solutions you'll find the need to hire an expert Solr engineer to optimize the powerful platform to your needs. Internationalization is tricky with Solr and many hosting solutions may limit you to a latin character set.
Read full review
Coveo
Coveo Qubit is a very helpful platform mainly for organizations that need to provide a solid business model before carrying out any implementation or new functionality. In addition, it is a very good tool to generate changes and show different content to different types of clients, with their personalization and segmentation criteria.It is ideal for simultaneous testing and customization, only one of these activities individually is not recommended.
Read full review
Pros
Apache
  • Easy to get started with Apache Solr. Whether it is tackling a setup issue or trying to learn some of the more advanced features, there are plenty of resources to help you out and get you going.
  • Performance. Apache Solr allows for a lot of custom tuning (if needed) and provides great out of the box performance for searching on large data sets.
  • Maintenance. After setting up Solr in a production environment there are plenty of tools provided to help you maintain and update your application. Apache Solr comes with great fault tolerance built in and has proven to be very reliable.
Read full review
Coveo
  • Qubit platform uses solid testing algorithms and delivers reliable reporting and analytics of testing campaigns. The dashboard section is easy to use and provides a good high level overview of the core campaign metric performances.
  • On-boarding and implementation of Qubit technology was painless and well handed throughout the entire process even with more complicated platforms.
  • Turn-around time for development and testing of campaigns is extremely fast. This enables the business to have a much higher throughput of tests and allows for quick validation of ideas rather than having to wait for months before a test is ready to go live on production site.
Read full review
Cons
Apache
  • These examples are due to the way we use Apache Solr. I think we have had the same problems with other NoSQL databases (but perhaps not the same solution). High data volumes of data and a lot of users were the causes.
  • We have lot of classifications and lot of data for each classification. This gave us several problems:
  • First: We couldn't keep all our data in Solr. Then we have all data in our MySQL DB and searching data in Solr. So we need to be sure to update and match the 2 databases in the same time.
  • Second: We needed several load balanced Solr databases.
  • Third: We needed to update all the databases and keep old data status.
  • If I don't speak about problems due to our lack of experience, the main Solr problem came from frequency of updates vs validation of several database. We encountered several locks due to this (our ops team didn't want to use real clustering, so all DB weren't updated). Problem messages were not always clear and we several days to understand the problems.
Read full review
Coveo
  • While they do work very closely with us, especially our success manager, more involvement on a technical level or a dedicated engineer, would be a great advantage. We develop a lot of experiences in house and, like all companies that dev in house, we have our own way of working. A dedicated engineer that got to know us better as well and understood how we work could only help. Sometimes, a few errors can get through QA due to this.
Read full review
Likelihood to Renew
Apache
No answers on this topic
Coveo
Qubit is currently providing resources and support we do not have internally. Our relationship managers are exceptional and I feel well informed and well supported by their team. The tool is nice, but our contacts from the company are the real reason to maintain our relationship. They work hard for clarity and continue to help us push for additional opportunities.
Read full review
Usability
Apache
It takes some time to deploy and currectly maintein it. And also, to learn how to use and integrate in the enviroment as well. Once you get theses steps done, it usability is very simple, and almost of the time it don't require no further attention on it. Even for maintence, if you deploy it on a cluster mode, it is very reliable and easy to take one host down.
Read full review
Coveo
Very simple user interface, built on top of advanced functionality, makes the platform easy to use. The team at Qubit are also very open to feedback and introduce new and useful features fairly often. On the reporting side, the inbuilt dashboard reports are good for a top-level view of test results, and Qubit have made a lot of their output data available should you wish to run your own analysis
Read full review
Reliability and Availability
Apache
No answers on this topic
Coveo
I would say that the Qubit account managers are always available for any request. We have a lot of different promotions that could always do with last minute optimizing or changes and Qubit can be relied on to get this changes up and running in an impressive amount of time, so that we don't need to patch live or wait for the next IT sprint. Invaluable to our business.
Read full review
Performance
Apache
No answers on this topic
Coveo
Technology is good for A/B testing and personalisation - allowing any team with a dedicated developer to create test relatively easily and to report/analyse them in a fair amount of details. Some advanced features, especially on the set up of test cells, are dearly missing. Unfortunately, new features are often not free of bugs... Also, support is sub-par, which means new features are realised without proper documentation, example or training (but of our Qubit counterparts and internally).
Read full review
Support Rating
Apache
No answers on this topic
Coveo
Qubit are supportive and flexible in providing support. They are happy working out of usual hours, even on weekends and if I have any doubts about the set up of an experience they’re quick to respond and willing to check my work. On particularly big revenue days they monitor our account and they’re quick to identify and problem solve any issues.
Read full review
In-Person Training
Apache
No answers on this topic
Coveo
The training was great, but would be great to have a script or PDF with some explanations of the qubit JS layer. Without the script you can just try to learn on your own, so the training is not as powerfull as it could be. On the other hand - would be great to have training related to reading statistics or personalisation.
Read full review
Implementation Rating
Apache
No answers on this topic
Coveo
Implementation couldn't be easier. All we needed to do was insert the tag. (easy) and set up the data layer. (dev required) This was pretty smooth in comparison to some of the other tools we use on our site, and was done in less than a day. Note : Data needs to be collected for a set period of time before you can accurately rely on the data that you are receiving. This is normal though with everyone else that we have used
Read full review
Alternatives Considered
Apache
We tried to use both Elasticsearch and Swiftype with Drupal 8 but there are currently no good modules that integrate Drupal with those solutions. So Solr was really the only option for a Drupal 8 web site. It's not as easy to learn or use as Swiftype, but in the end I think it will be a little less expensive and offer more customization and flexibility.
Read full review
Coveo
At the time of taking the product, we found no comparable alternatives. Since then, the product has only grown from strength to strength, so it still does not have any comparable competitors that offer both the technical product and business knowledge that Qubit can. Google appear to offering a competing product which may be one to watch in future, and something for Qubit to keep an eye on
Read full review
Scalability
Apache
No answers on this topic
Coveo
Our requirements change throughout the year like most E Commerce retailers. At Christmas and Peak we're dealing with around ten times the usual traffic on the site. Qubit had no problems with this at all, tests continued to fire, and stats were still reported accurately. I don't think that it is the most server intensive .js anyway, but we have seen no issues at all.
Read full review
Return on Investment
Apache
  • It has enabled my organization to find information faster by being a one-stop service to search across content that were indexed from varying sources.
  • By using synonyms and usual lemmatizations / stemming, it enabled discovery of new content following every search.
Read full review
Coveo
  • Faster recognition of customer needs - finding out exactly what customers are doing when they come on site.
  • Assessment of online assets for effectiveness and improvements - facilitated the analysis of 500 online feedback questionnaires for a campaign.
  • Mapping out lead conversion and helping identify opportunities to improve it.
Read full review
ScreenShots

Coveo Qubit Screenshots

Screenshot of Screenshot of Screenshot of Qubit Pro segments metrics page, showing the key metrics and activity for an audience segment.Screenshot of Segments overview page in Qubit Pro, showing a list of user-created audience segments.Screenshot of Selecting between the different types of experience in Qubit Pro to create a new personalization.Screenshot of Using a Qubit Pro template to create a Visitor Pulse Survey to gather user information.