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Elastic Search 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:
 

ROI

Sentiment score
4.2
Elastic Search boosts efficiency, reduces server downtimes, saves resources, and enhances ROI with data handling and cloud platform advantages.
Sentiment score
5.8
TIBCO Spotfire boosts ROI by enhancing data analysis, reducing manual work, and fostering efficient decision-making for various industries.
We have not purchased any licensed products, and our use of Elastic Search is purely open-source, contributing positively to our ROI.
Software Engineer at Government of India
It is stable, and we do not encounter critical issues like server downtime, which could result in data loss.
SOC A2 at Innodata-ISOGEN
The main benefits observed from using Elastic Search include improvements in operational efficiency, along with cost, time, and resource savings.
Senior Devops Engineer at Ubique Digital LTD
I have seen a return on investment with TIBCO Spotfire; it has significantly reduced our manual report creation time and increased data-driven decision-making efficiency, so our ROI is good in that aspect.
Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees
 

Customer Service

Sentiment score
6.2
Elastic Search's support is praised for expertise yet criticized for response times; community resources and documentation are valued alternatives.
Sentiment score
6.9
TIBCO Spotfire's support is highly rated for expertise and responsiveness, though language barriers and regional variations affect experiences.
The customer support for Elastic Search is one of the best I have ever tried.
Software Developer at a media company with 10,001+ employees
They have always been really responsible and responsive to my requests.
Security Lead at a tech vendor with 501-1,000 employees
It has been sufficient to visit conferences such as SCALE in Southern California Linux Expo, where Elastic Search has a booth to talk to their staff.
Principal Scientific Computing Software Engineer at a educational organization with 1,001-5,000 employees
Having a local partner was crucial for us while they were there.
Production Engineer at Parex Resources Inc
I would rate the customer support for TIBCO Spotfire nine out of ten.
Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees
TIBCO's support, especially for integration products, is swift.
Business Enabler at a tech services company with 1-10 employees
 

Scalability Issues

Sentiment score
7.2
Elastic Search scales well but may face challenges with large databases, requiring careful management in cloud environments.
Sentiment score
7.0
TIBCO Spotfire is praised for scalability, able to handle large datasets, though issues can arise with outdated versions.
I would rate its scalability a ten.
Backend Developer
Since we're on the cloud, whenever we need to upgrade or add resources, they handle everything.
Security Lead at a tech vendor with 501-1,000 employees
We haven't encountered any problems so far, and there is the potential for auto-scaling.
Head of Data Management at Zeno Health
The platform was able to support multiple simultaneous users and connect to cloud analytics in the backend, making it quite scalable.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
 

Stability Issues

Sentiment score
7.7
Elastic Search is reliable and robust but may face memory issues or inconsistencies under heavy loads or poor planning.
Sentiment score
6.5
TIBCO Spotfire is highly stable, with minor issues primarily due to hardware, complex customizations, or resource-intensive conditions.
The data transfer sometimes exceeded the bandwidth limits without proper notification, which caused issues.
SOC A2 at Innodata-ISOGEN
The stability of Elasticsearch was very high.
Backend Developer
When you put one keyword, everything related to that keyword in your ecosystem will showcase all the results.
Chief Information Security Officer at CDSL Ventures Limited
There are no significant stability issues as long as the product's capabilities are understood and not overly pushed.
Business Enabler at a tech services company with 1-10 employees
The action logs allowed us to check traceability and see how mature and stable the setup was if corruption, performance drift, or synchronization issues occurred.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
Overall, TIBCO Spotfire is a good product and has been a stable platform.
Lead Data Engineer at a transportation company with 10,001+ employees
 

Room For Improvement

Security, user interface, and scalability issues dominate user feedback, alongside requests for improved integration, support, and feature clarity.
TIBCO Spotfire needs improved UI, integrated visualizations, mobile capabilities, data handling, and global support for better user experience.
From a technical point of view, there are no significant issues recalled as Elastic Search has been absolutely awesome for this use case and covers 100% of the needs.
Principal Scientific Computing Software Engineer at a educational organization with 1,001-5,000 employees
If I need to parse one million records saved into Elastic Search, it becomes a nightmare because I need to do the pagination, and it is very problematic in that regard.
Lead Engineer at Spidersilk
Observability features like search latency, indexing rate, and maybe rejected requests should be added to make the platform more reliable and accessible for everyone.
Senior System Engineer at EPAM Systems
TIBCO Spotfire and ClickView need improvement in scheduling, which is critical yet lacking in quality.
Business Enabler at a tech services company with 1-10 employees
It could be very useful if the coding part of using the platform could be more user-friendly in terms of visual capability.
Production Engineer at Parex Resources Inc
For regulatory submissions, we sometimes had to additionally deploy external tools to provide our client with a perfect export.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
 

Setup Cost

Enterprise users appreciate Elastic Search's open-source nature, though costs can escalate with technical requirements and node-based pricing.
TIBCO Spotfire's pricing is high with strong ROI, offering various licensing options requiring negotiation and patience for competitive deals.
On the AWS side, it is very expensive because they charge based on query basis or how much data is transferred in and out, making it very expensive.
Lead Engineer at Spidersilk
Having the hosted solution and not having to pay for essentially a DevOps person on staff to manage makes it affordable.
CTO at a tech services company with 1-10 employees
We used the open-source version of Elasticsearch, which was free.
Backend Developer
TIBCO Spotfire's pricing is high, particularly in traditional markets like Turkey, impacting market penetration.
Business Enabler at a tech services company with 1-10 employees
My experience with pricing, setup cost, and licensing for TIBCO Spotfire appears fair.
Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees
 

Valuable Features

Elastic Search offers scalable, fast search, data integration, and analytics with cost-effective, adaptable features and robust security.
TIBCO Spotfire offers interactive visualizations, real-time analytics, and seamless integration, enhancing data exploration and decision-making efficiency.
Elastic Search makes handling large data volumes efficient and supports complex search operations.
Software Engineer at Government of India
The most valuable feature of Elasticsearch was the quick search capability, allowing us to search by any criteria needed.
Backend Developer
The speed with which Elastic Search is able to search through all of the documents we place into it is quite remarkable, as we search through 65 billion documents in less than a second in most cases, on a constant consistent basis.
Director, Software Engineering at a tech vendor with 10,001+ employees
TIBCO Spotfire integrates with R and Python, offering a differentiator from the competition.
Business Enabler at a tech services company with 1-10 employees
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.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
I think having Python included is a big win because you get the chance to customize your algorithm and your in-house development without having a big dependency on a third party.
Production Engineer at Parex Resources Inc
 

Categories and Ranking

Elastic Search
Average Rating
8.2
Reviews Sentiment
6.5
Number of Reviews
87
Ranking in other categories
Indexing and Search (1st), Cloud Data Integration (6th), Search as a Service (1st), Vector Databases (2nd)
TIBCO Spotfire
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
74
Ranking in other categories
BI (Business Intelligence) Tools (13th)
 

Featured Reviews

MichaelSmith9 - PeerSpot reviewer
CTO at a tech services company with 1-10 employees
Unified search has powered feature‑driven research with minimal maintenance overhead
We haven't had the opportunity to use the hybrid search with Elastic Search yet. I think there's a place for it in our long-term solution, but we're not quite there yet. We haven't yet used any AI features built into Elastic Search. To do what we want to do with Elastic Search, the queries can get complex and require a fuller understanding of the DSL. Once we start to build that understanding, it's another muscle we have, so it's not a bad thing, but it just takes a while to get up and running with expertise for our engineers. It's not hard to learn how to use more complex things in Elastic Search; it's just a challenge we're going to face.
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Computer Software Company
12%
Manufacturing Company
9%
Government
7%
Manufacturing Company
19%
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 Business37
Midsize Enterprise10
Large Enterprise42
By reviewers
Company SizeCount
Small Business18
Midsize Enterprise12
Large Enterprise42
 

Questions from the Community

What do you like most about ELK Elasticsearch?
Logsign provides us with the capability to execute multiple queries according to our requirements. The indexing is very high, making it effective for storing and retrieving logs. The real-time anal...
What is your experience regarding pricing and costs for ELK Elasticsearch?
Elastic Search's pricing totally depends on the server. Managed services from AWS are used, and we have worked on a self-managed Elastic Search cluster. On the AWS side, it is very expensive becaus...
What needs improvement with ELK Elasticsearch?
To be honest, there is only one downside of Elastic Search that makes sense because we use a basic license, which is a free license. We do not have some features available because of the free licen...
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

Elastic Enterprise Search, Swiftype, Elastic Cloud
Spotfire
 

Overview

 

Sample Customers

T-Mobile, Adobe, Booking.com, BMW, Telegraph Media Group, Cisco, Karbon, Deezer, NORBr, Labelbox, Fingerprint, Relativity, NHS Hospital, Met Office, Proximus, Go1, Mentat, Bluestone Analytics, Humanz, Hutch, Auchan, Sitecore, Linklaters, Socren, Infotrack, Pfizer, Engadget, Airbus, Grab, Vimeo, Ticketmaster, Asana, Twilio, Blizzard, Comcast, RWE and many others.
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about Elastic Search vs. TIBCO Spotfire and other solutions. Updated: December 2025.
880,745 professionals have used our research since 2012.