Try our new research platform with insights from 80,000+ expert users

Confluent vs TIBCO Spotfire comparison

 

Comparison Buyer's Guide

Executive Summary

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

Confluent
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
25
Ranking in other categories
Streaming Analytics (5th)
TIBCO Spotfire
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
74
Ranking in other categories
BI (Business Intelligence) Tools (13th)
 

Mindshare comparison

Confluent and TIBCO Spotfire aren’t in the same category and serve different purposes. Confluent is designed for Streaming Analytics and holds a mindshare of 6.8%, down 8.7% compared to last year.
TIBCO Spotfire, on the other hand, focuses on BI (Business Intelligence) Tools, holds 1.1% mindshare, up 1.0% since last year.
Streaming Analytics Market Share Distribution
ProductMarket Share (%)
Confluent6.8%
Apache Flink12.3%
Databricks10.0%
Other70.9%
Streaming Analytics
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
TIBCO Spotfire1.1%
Microsoft Power BI9.4%
Tableau Enterprise6.7%
Other82.8%
BI (Business Intelligence) Tools
 

Featured Reviews

PavanManepalli - PeerSpot reviewer
AVP - Sr Middleware Messaging Integration Engineer at Wells Fargo
Has supported streaming use cases across data centers and simplifies fraud analytics with SQL-based processing
I recommend that Confluent should improve its solution to keep up with competitors in the market, such as Solace and other upcoming tools such as NATS. Recently, there has been a lot of buzz about Confluent charging high fees while not offering features that match those of other tools. They need to improve in that direction by not only reducing costs but also providing better solutions for the problems customers face to avoid frustrations, whether through future enhancement requests or ensuring product stability. The cost should be worked on, and they should provide better solutions for customers. Solutions should focus on hierarchical topics; if a customer has different types of data and sources, they should be able to send them to the same place for analytics. Currently, Confluent requires everything to send to the same topic, which becomes very large and makes running analytics difficult. The hierarchy of topics should be improved. This part is available in MQ and other products such as Solace, but it is missing in Confluent, leading many in capital markets and trading to switch to Solace. In terms of stability, it is not the stability itself that needs improvement but rather the delivery semantics. Other products offer exactly-once delivery out of the box, whereas Confluent states it will offer this but lacks the knobs or levers for tuning configurations effectively. Confluent has hundreds of configurations that application teams must understand, which creates a gap. Users are often unaware of what values to set for better performance or to achieve exactly-once semantics, making it difficult to navigate through them. Delivery semantics also need to be worked on.
reviewer2774796 - PeerSpot reviewer
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
Clinical teams have transformed trial data into real-time, governed insights for faster decisions
Our client was a biotech company whose clinical pipeline was expanding with teams across clinical operations, biometrics, safety, and translational sciences. All these organizations and departments were drowning in data. Every week, teams stitched together different PowerPoint decks, SAS listings, spreadsheets, and extracts from central labs, CTMS, and warehouses. The problem was not a lack of data but a lack of timely insights. We were constantly asked which sites were falling behind, whether there was any worrying safety drift, or which biomarkers were correlating with response. Analysts would manually rerun scripts or pull static listings, which resulted in delays ranging from two weeks to a month. There were also many inconsistencies in definitions between ORR, PFS censoring rules, and protocol deviation categories, causing confusion and rework. Our client wanted a single analytic environment to serve as a one-stop place where their teams could explore, visualize, and collaborate in real time while maintaining security and regulatory expectations. TIBCO Spotfire became their live analytics workspace. Previously, teams had to collect emailed spreadsheets and various documents. By having one combined place, teams could open dynamic dashboards that were directly governed by curated datasets. The data canvas showed every transformation step, which helped the client maintain traceability for audits. Data functions written in R or Python allowed statisticians to encode and have approved analytic methods that could be used everywhere. Before implementing the tool, we built a framework and strategy. First, we mapped their high-value pain points including trial enrollment forecasting, safety drift monitoring, protocol deviation detection, and biomarker response analysis. Based on these priorities, we defined common language and common rules by aligning calculations with CDISC standards and creating shared data functions for lab shift rules and biomarker classifications. This prevented inconsistent interpretations across studies. We then built the technical foundation by connecting TIBCO Spotfire securely to their EDC, R environment, data lake, and row-level security to ensure adherence to PHI, PII, and regulatory compliances. Clinical operations dashboards provided real-time insights into enrollments and deviations. Safety dashboards were deployed to visualize patterns, biomarker distributions, and tumor burden changes for their cancer-related drug studies. The business validated the dashboards based on GxP principles, and we trained the study teams and built new templates so that trials could launch analytics much faster.

Quotes from Members

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

Pros

"The biggest benefit of Confluent as a tool is that it is a distributed platform that provides more durability and stability."
"The solution can handle a high volume of data because it works and scales well."
"Their tech support is amazing; they are very good, both on and off-site."
"The most valuable feature that we are using is the data replication between the data centers allowing us to configure a disaster recovery or software. However, is it's not mandatory to use and because most of the features that we use are from Apache Kafka, such as end-to-end encryption. Internally, we can develop our own kind of product or service from Apache Kafka."
"We ensure seamless management of Kafka through Confluent, allowing all of our Kafka activities to be handled by a third party."
"The documentation process is fast with the tool."
"Confluence's greatest asset is its user-friendly interface, coupled with its remarkable ability to seamlessly integrate with a vast range of other solutions."
"Some of the best features are that it's very quick to set up, very easy to have a centralized area that gives us a history of changes, and the ability to give feedback on any information placed onto the pages."
"Live Query data on demand, R and Python integration, and the ability to write HTML and JavaScript text areas are all valuable features."
"I appreciate Spotfire's range of visualization options, advanced analytics features, and seamless integration with other TIBCO products."
"It's scalable."
"The ability to create a real-time data mark, using just one piece of software, is the best feature of this product."
"It’s stable and straightforward."
"Since rolling out TIBCO Spotfire to those 50 plus users, we have seen specific outcomes, such as cost and time saving, and decision-making has also become faster using TIBCO Spotfire with its deep analytics."
"Data discovery is very simple."
"The ability to connect to many different data sources is one of the key features. The other would then be the different ways in which that data can be visualized."
 

Cons

"there is room for improvement in the visualization."
"The Schema Registry service could be improved. I would like a bigger knowledge base of other use cases and more technical forums. It would be good to have more flexible monitoring features added to the next release as well."
"One area we've identified that could be improved is the governance and access control to the Kafka topics. We've found some limitations, like a threshold of 10,000 rules per cluster, that make it challenging to manage access at scale if we have many different data sources."
"Confluent has a good monitoring tool, but it's not customizable."
"We continuously face issues, such as Kafka being down and slow responses from the support team."
"Areas for improvement include implementing multi-storage support to differentiate between database stores based on data age and optimizing storage costs."
"There is a limitation when it comes to seamlessly importing Microsoft documents into Confluent pages, which can be inconvenient for users who frequently work with Microsoft Office tools and need to transition their content to Confluent."
"In Confluent, there could be a few more VPN options."
"We would like an easier way to get the product to the cloud. Right now, we have the on-premise version, and we would like to find a way to make it easier to migrate it over to the cloud."
"The handling and consumption of realtime data could be improved."
"The Text Area feature needs to be more user-friendly. It is a little clunky to use, and it is difficult to consistently format text."
"The design of the UI could be improved."
"I think TIBCO Spotfire could be improved; the user interface could be more modern and intuitive for first-time users."
"TIBCO Spotfire can be improved in several areas. The UI can be enhanced, and the usage and flexibility need to be better compared to other analytical tools."
"We encountered difficulties connecting the special data sets, as the post data set did not contain any shared columns, making it difficult to establish a connection between the data sets."
"TIBCO Spotfire and ClickView need improvement in scheduling, which is critical yet lacking in quality."
 

Pricing and Cost Advice

"Confluent is an expensive solution as we went for a three contract and it was very costly for us."
"Confluent is highly priced."
"Confluent has a yearly license, which is a bit high because it's on a per-user basis."
"Confluent is expensive, I would prefer, Apache Kafka over Confluent because of the high cost of maintenance."
"The solution is cheaper than other products."
"Confluence's pricing is quite reasonable, with a cost of around $10 per user that decreases as the number of users increases. Additionally, it's worth noting that for teams of up to 10 users, the solution is completely free."
"The pricing model of Confluent could improve because if you have a classic use case where you're going to use all the features there is no plan to reduce the features. You should be able to pick and choose basic services at a reduced price. The pricing was high for our needs. We should not have to pay for features we do not use."
"Confluent is an expensive solution."
"The pricing seems competitive and reasonable. The value delivered by the product far exceeds the cost."
"This product carries a monthly licensing charge, with the amount depending on the features that are to be included. This costs also covers the use of technical support."
"The solution is affordable one."
"The Tibco sales teams have been very difficult to work with - ignoring requests, misrepresenting level of demand, etc."
"The cost of TIBCO Spotfire could improve. It should be less expensive. It's the most expensive visualization tool in our company."
"The price-point for this solution is negotiable depending on usage levels."
"The cost is a few hundred dollars per user per year."
"The ROI is nearly impossible to calculate."
report
Use our free recommendation engine to learn which Streaming Analytics solutions are best for your needs.
881,114 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
11%
Retailer
9%
Manufacturing Company
7%
Manufacturing Company
18%
Financial Services Firm
9%
Healthcare Company
8%
Energy/Utilities Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise16
By reviewers
Company SizeCount
Small Business18
Midsize Enterprise12
Large Enterprise42
 

Questions from the Community

What do you like most about Confluent?
I find Confluent's Kafka Connectors and Kafka Streams invaluable for my use cases because they simplify real-time data processing and ETL tasks by providing reliable, pre-packaged connectors and to...
What is your experience regarding pricing and costs for Confluent?
They charge a lot for scaling, which makes it expensive.
What needs improvement with Confluent?
I recommend that Confluent should improve its solution to keep up with competitors in the market, such as Solace and other upcoming tools such as NATS. Recently, there has been a lot of buzz about ...
What do you like most about TIBCO Spotfire?
TIBCO Spotfire is easy to use. We initiated Spotfire as POC, with support from a tech team based in South Africa. While they assisted with the setup, we conducted the POC ourselves.
What is your experience regarding pricing and costs for TIBCO Spotfire?
My experience with pricing, setup cost, and licensing for TIBCO Spotfire appears fair, and I think they are fairly priced as far as the features are concerned.
What needs improvement with TIBCO Spotfire?
TIBCO Spotfire can be improved in several areas. The UI can be enhanced, and the usage and flexibility need to be better compared to other analytical tools.
 

Also Known As

No data available
Spotfire
 

Overview

 

Sample Customers

ING, Priceline.com, Nordea, Target, RBC, Tivo, Capital One, Chartboost
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about Confluent vs. TIBCO Spotfire and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.