Spotfire vs JReport

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Our analysts compared Spotfire vs JReport based on data from our 400+ point analysis of Business Intelligence Tools, user reviews and our own crowdsourced data from our free software selection platform.

Product Basics

Spotfire is a software solution for business reporting and analytics. Ranked third on our product directory, it shines for data science and streaming analytics. Dashboards are customizable and interactive. Automation services help create and deliver reports on schedule. You can download it on Windows and access it through other operating systems via workarounds.

Organizations across the board find Spotfire helpful, be it pharma companies or oil and gas suppliers. Manufacturing and supply chain businesses also opt for it on account of its functions and formulas. Techniques like regression and what-if analysis support predictions. Reporting on inventory levels can help you anticipate and plan when to place the next order.

With a data tool, you expect to have data management built in, and Spotfire does an excellent job. It enables cleaning data from the user interface — inline data cleansing — and flags anomalies.

Geomapping is sometimes an afterthought in BI tools. Spotfire scores with excellent location analytics and companies with field machinery find it helpful. Plan maintenance by keeping tabs on machine performance and aging trends using Spotfire dashboards.

Spotfire has data management with anomaly detection and inline data cleansing. Geomapping is sometimes an afterthought in BI tools. Spotfire scores with excellent location analytics, which is why many companies with field machinery find it helpful.

Spotfire's robust calculations are due to TIBCO's runtime engine. Report templates are available, and you can create your own. Its Automation Services help manage routine reporting.

Users praise Spotfire for its connections with an active community that contributes additional connectors. They appreciate its visualizations and the freedom to customize data displays. The vendor provides exceptional support for mobile insights.

The latest edition, Spotfire X, has NLQ-powered searches, AI recommendations and model-based processing. A 30-day trial with 250 GB of storage is available. At $1,250 per year, a Spotfire Analyst license costs more than Tableau and Power BI, and users agree that pricing is steep.

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JReport by Logi Analytics (now discontinued) empowered companies to perform data analysis and generate reports directly from other business applications. It was scalable, customizable, fault-tolerant and worked seamlessly within other web interfaces. It integrated with any architecture and supported a range of embedding methods from the front and back ends.
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Product Insights

  • Make Informed Decisions: Ensure you don't miss any data when performing analysis. Spotfire connects to over 50 sources out of the box and provides many more, thanks to its active community. When a connector isn't available, you can rely on TIBCO’s data virtualization capabilities. Users appreciate its expertise in capturing streaming data, which many data tools have yet to catch up with. Our analysts awarded it top honors for source connectivity.
  • Gain Accurate Insight: Make decisions with confidence, knowing you have quality data in your corner. Organize data using metadata management and build workflows in a dedicated wizard. Or use freeform SQL query building with autocomplete. Spotfire scores a perfect 100 in our analyst rankings for seamless data preparation and management. It’s mainly due to inline data correction, which not many platforms support.
  • Visualize Insight: Achieve your weekly, monthly and yearly goals. Put your data to work with interactive dashboards and visualizations that come alive thanks to animations. Get suggestions on how datasets relate and visualizations that fit your analysis. And don't worry about it going stale — you can set it up to refresh on cue. Our analysts give Spotfire the top award for dashboarding and visualization.
  • Stay Mobile: Spotfire wins our analyst recommendation for responsive mobile insights on iOS and Android. You can favorite views and search for them later and swipe left and right between pages on your phone. Share your findings via email, SMS or other communication channels. Map visualizations are available on mobile — Spotfire will show you relevant data based on your location. QR code scanning is available. Spotfire gets a 100 score in our assessment.
  • Add Location Data: If your data includes location coordinates, Spotfire can directly plot these points on a map. If it contains city, state, or country names, Spotfire can convert them into locations on the map. Geographic searches, functions and calculations are available. Our analysts give Spotfire a 100 for its mapping features.
  • Automate Reports: Its automation services earn Spotfire another perfect 100 for reporting. Report scheduling and alerts are no longer optional; every organization that wants its teams to own their tasks wants automation. And Spotfire wins hands down with another perfect 100 in our analysis. Readymade reports templates are available, and you can build your own. Apply filters, drill down or perform calculations with ease. Report exports are possible in standard file formats, such as PDF, Excel and CSV.
  • Stay Competitive: Spotfire supports cohort analysis and decision trees. ML algorithms can extract features from text data for model training. Built for data science, it has capabilities for neural networks and deep learning. Spotfire gets 99 in our machine learning rankings.
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  • Add Value to Existing Applications: Instill an application already in use with the power of reporting, dashboards and analytics to offer valuable insights through a seamless experience. Engage with data in new ways to improve business.
  • Save Time, Money and Effort: Mimics the host application for a smooth experience via white-labeling, instead of developing a BI solution from scratch or customizing an expensive separate platform to match it.
  • Differentiate Your Business: Make data-informed decisions and set the business apart without the cost and hassle of an additional standalone BI platform. Get the robust analytics features of a standalone BI system as well as the accessibility and simplicity of a reporting module within another system.
  • Empower All Users: Program the embedded analytics system to match the host application’s UI and encourage everyone, regardless of technical skill level, to engage with data, discover insights and explore within the platform.
  • Automate APIs: Connect to a variety of data sources, set automatic refreshes, create scheduled reports and set the system to export them when triggered to take a hands-off approach to reporting.
  • Create Intuitive Data Visualizations: Build reports with a simple drag-and-drop interface to easily create easy-to-understand visuals and then embed them into websites or host applications. Create dashboards by dropping in charts, crosstabs, tables and other elements from a comprehensive library of options.
  • Keep Your Data Safe: Secure all data passing through the platform with robust security features from role-based access control to single sign-on to realm management.
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  • Spotfire Actions: Decide what to do with and act instantly — no need to switch to your procurement application to pause new orders. This powerful feature allows you to run scripts within analytics workflows. You can also trigger actions in your external system through visualization. Spotfire can set up over 200 commercial connections and has 1800 community connectors.
  • Mods: Build reusable workflows and visualization components, much like apps in Power BI and Qlik Sense. They allow your users to tailor their analytical processes so they don’t have to start from scratch every time. Based on code, they run in a sandbox with limited access to system resources for security. Users can share them through the Spotfire library. Mods improve efficiency and collaboration.
  • Batch Edits: Make similar changes to multiple files in one go. Write custom scripts to call the Spotfire API that’ll make changes to the files. Update the IronPython version to the latest one or embed the Spotfire JQueryUI library instead of its references.
  • Recurring Jobs: Simplify event scheduling to better manage your time and tasks. Improve efficiency and deliver reports at the same time on the same day of the week or month. The latest Spotfire version allows you to set recurring automation jobs to occur every X hours, days, weeks or months.
  • Web Player REST API: Share insight with clients and partners without them needing to sign up for a paid Spotfire account. Engage them via data visualizations on the web browser, thanks to Spotfire Web Player. Update analyses on the web with real-time data in the latest Spotfire version.
  • Roles: Invest wisely — opt for licenses that align with user roles. Choose Spotfire Analyst for data analysts, scientists and power users who need deep-dive analysis. Get the Business Author license for enterprise users, analysts and power users to create and consume insights without deep expertise. Choose consumer licenses for users who’ll interact with and consume data. They include the C-suite and non-technical users within the organization.
  • Information Designer: Prepare fully governed data sources for business users in a dedicated wizard. Set up their preferred data sources and define in advance how Spotfire will query and import data into storage. Specify which columns to load and which filters, joins and aggregations to apply.
  • Audio and Image Processing: Add user feedback from customer calls and videos. Interpret public sentiment about your product by analyzing social media pictures and videos. Spotfire enables writing code to extract text from audio and image files. You can then import the data into the platform for analysis.
  • IoT Analytics: Gain insight at lightning speed; build microservices and deploy them at the edge. With Spotfire, you can add IoT data to your regular data for the complete picture.
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  • Web Reports: Generate visualizations and create dynamic and interactive web-based reports.
  • Data Visualization: Blend data to generate up to 40 types of visualizations, including charts, scattergrams, crosstabs, tables, maps and more. Pull data from a range of different data sources and blend it into a single dashboard.
  • In-Depth Analytics: Gain more in-depth information by applying filters to sort data or drilling down into specific details. Compare visualizations side by side for big-picture analysis.
  • Page Reports: Deliver detailed data on an organization-wide scale by arranging it into pixel-perfect visualizations on paginated reports that are simple to make, share and understand.
  • Ad-Hoc Reports: Improve data literacy by simplifying platform usage. Easily interact with dynamic data via on-screen sliders, drill-downs and filters. Generate custom, on-demand reports with the drag-and-drop interface.
  • Intuitive UI: Quickly drag and drop to create dynamic visualizations by choosing from an extensive library. Dig deeper into data via simple drill-down, filter and sort capabilities.
  • Scalability: Embeds into other software solutions and grows seamlessly with the business.
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Product Ranking

#9

among all
Business Intelligence Tools

#44

among all
Business Intelligence Tools

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Analyst Rating Summary

83
we're gathering data
80
we're gathering data
45
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100
we're gathering data
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Analyst Ratings for Functional Requirements Customize This Data Customize This Data

Spotfire
JReport
+ Add Product + Add Product
Advanced Analytics Augmented Analytics Data Management Data Pre-processing Data Transformation Data Visualization Embedded Analytics Capabilities Geospatial Visualizations And Analysis Mobile Capabilities Platform Capabilities Reporting 80 45 100 90 90 90 75 100 84 83 100 0 25 50 75 100
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86%
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Analyst Ratings for Technical Requirements Customize This Data Customize This Data

100%
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we're gathering data
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User Sentiment Summary

Great User Sentiment 1749 reviews
Excellent User Sentiment 53 reviews
86%
of users recommend this product

Spotfire has a 'great' User Satisfaction Rating of 86% when considering 1749 user reviews from 5 recognized software review sites.

92%
of users recommend this product

JReport has a 'excellent' User Satisfaction Rating of 92% when considering 53 user reviews from 3 recognized software review sites.

4.3 (14)
n/a
4.2 (315)
4.6 (36)
4.4 (60)
4.7 (6)
4.4 (539)
n/a
4.3 (821)
4.6 (11)

Awards

SelectHub research analysts have evaluated Spotfire and concluded it earns best-in-class honors for Geospatial Visualizations and Analysis.

Geospatial Visualizations and Analysis Award

JReport stands above the rest by achieving an ‘Excellent’ rating as a User Favorite.

User Favorite Award

Synopsis of User Ratings and Reviews

Data Visualization: About 86% of reviewers were satisfied with the available options when designing dashboards.
Support: Around 74% of users praised vendor support for their timely response and helpful attitude.
Integration: Almost 72% of users were satisfied that it integrates with their preferred systems.
Friendly Interface: Around 68% of reviewers said the platform was easy to use.
Functionality: About 64% of users said it had a rich feature set.
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Data Integration: All users who mentioned the platform’s data accessibility capabilities said that it connected seamlessly to a wide range of data sources and embedded equally easily into business applications.
Functionality: Around 74% of users who reflected on its functionality said that, coupled with rich features, the platform was highly scalable in implementing industry-specific reporting and advanced data analysis.
Ease of Use: In terms of ease of use, approximately 74% of users said that the platform was generally intuitive to navigate, with a modern-looking GUI.
Reporting: Around 67% of users who mentioned reporting said that the platform offered custom reporting to the desired level of granularity and report scheduling for sharing insights with departments and teams.
Service and Support: All users who mentioned support said that they were responsive and proactive, especially in responding to requests for new features.
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Cost: Around 96% of the user reviews said it the price was high and licensing complex.
Adoption: 90% of reviewers said there was a significant learning curve and users would need specialized knowledge of data science and statistics.
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At the time of publishing this synopsis, there were no tangible limitations of this platform as per available user sentiment online.
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In online reviews, Spotfire emerges as a user-friendly big data platform. Most users found data exploration easy with a drag-and-drop interface. Some users said the UI was dated, though, and said it could use a revamp. Most users praised its interactive visualizations and dashboards, saying they helped them interpret data better. But, a few said they would love to have more visuals to choose from.A user mentioned they did the calculations in Excel and imported them into Spotfire for visualization. It's a common scenario when a steep learning curve slows down adoption, and teams fall back on Excel. Most users said Spotfire takes time to learn. You might have to opt for a balance of multiple platforms to balance your departmental and enterprise needs.Spotfire surpasses Excel in data management, especially data prep. Customizable visualizations and custom Mods give you enough freedom to work within the platform.Though 72% of reviewers were happy with the integrations, Spotfire lacks some standard connectors, such as for Apache Kafka, forcing users to rely on workarounds.A majority of users found its pricing structure complex, especially as users increased. In such cases, organizations often tend to opt for a cheaper alternative for less advanced use cases while using the pricier platform for the critical ones. We advise doing a deep dive into the vendor's pricing plans to avoid making your tech stack top-heavy.Ultimately, Spotfire's appeal lies in its balance. It's visually captivating and user-friendly for casual users while offering enough depth for seasoned analysts. However, its pricing and learning curve might deter organizations on a tight budget.

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JReport is an embedded reporting and business intelligence solution that drives self-service analytics, helps users to customize interactive data dashboards and adds value to business applications via report creation and sharing. Mentioning its data connectivity capabilities, both as an embedded and a standalone solution, many users said that it integrated well with a range of data sources and embedded seamlessly into any application on any platform. Many users who discussed its functionality said that the solution was feature-rich, with intuitive capabilities such as drag-and-drop, and that it was highly scalable in implementing domain-specific features with server clustering. All users who discussed support said that they were proactive and responsive in ensuring that feature requests were added to upcoming releases. Though the platform did not seem to have any tangible limitations at the time of publishing this synopsis, some users said that there is definite room for improvement in regards to clarity of the product roadmap. Reviewing reporting, quite a few users said that the multitude of options was overwhelming and reporting features were not ubiquitous between the two modules - on the web and in the JReport desktop application. Overall, JReport embeds smoothly into business applications to enable self-service and interactive data analysis via impressive features like visualizations and report scheduling that power decision-making processes.

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