Spotfire vs Azure Synapse Analytics

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Our analysts compared Spotfire vs Azure Synapse Analytics based on data from our 400+ point analysis of Big Data Analytics Tools, user reviews and our own crowdsourced data from our free software selection platform.

Azure Synapse Analytics Software Tool

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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Microsoft Azure Synapse Analytics is a comprehensive cloud-based analytics service designed to empower organizations with robust data warehousing and data analytics capabilities. It seamlessly integrates data warehousing and big data analytics, enabling users to ingest, prepare, manage, and serve data for immediate business insights. Key features include scalable resources, real-time analytics, machine learning integration, and a collaborative workspace for data professionals. Azure Synapse Analytics offers benefits such as improved scalability, enhanced data security, and simplified data integration. It's particularly valuable for organizations looking to harness the power of data to make informed decisions and gain a competitive edge in today's data-driven landscape.
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Product Assistance

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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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  • Scalability: Azure Synapse Analytics offers scalable data warehousing, allowing organizations to easily adjust resources to meet their specific needs. This scalability ensures optimal performance and cost-efficiency.
  • Unified Analytics: With Azure Synapse Analytics, users can seamlessly integrate data analytics and data warehousing. This unified approach simplifies data management, analytics, and reporting, leading to faster insights and smarter decision-making.
  • Advanced Security: Security is a top priority in Azure Synapse Analytics. It provides robust security features, including data encryption, authentication, and role-based access control, ensuring that sensitive data remains protected.
  • Data Integration: This platform offers powerful data integration capabilities, allowing users to easily ingest, transform, and load data from various sources. It supports a wide range of data formats and connectors, facilitating seamless data integration workflows.
  • Optimized Performance: Azure Synapse Analytics leverages intelligent caching and query optimization to deliver exceptional query performance. Users can run complex queries on large datasets quickly and efficiently.
  • Real-time Analytics: Organizations can harness real-time data analytics with Azure Synapse Analytics. It supports streaming data, enabling businesses to gain insights from live data streams and make timely decisions.
  • Cost Management: With cost controls and optimization features, Azure Synapse Analytics helps organizations manage their data warehouse expenses effectively. Users can pause and resume resources as needed to control costs.
  • Integration with Azure Ecosystem: Azure Synapse Analytics seamlessly integrates with other Azure services, such as Azure Data Lake Storage and Azure Machine Learning. This integration enables organizations to build end-to-end data solutions within the Azure ecosystem.
  • AI and Machine Learning: Leveraging Azure's AI and machine learning capabilities, Synapse Analytics allows users to build and deploy advanced analytics models, unlocking valuable insights from their data.
  • Global Reach: Azure Synapse Analytics is available in multiple Azure regions worldwide, providing global accessibility and low-latency data processing for organizations with international operations.
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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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  • Data Warehousing: Azure Synapse Analytics offers a robust data warehousing solution, allowing organizations to store and manage large volumes of structured and unstructured data efficiently.
  • Analytics Workspace: It provides an integrated analytics workspace for data engineers, data scientists, and analysts to collaborate, explore data, and build advanced analytics models.
  • On-Demand Query Processing: Users can run on-demand queries to extract insights from their data in real-time, without the need for predefined structures or complex ETL processes.
  • Data Integration: Synapse Analytics supports data integration from a variety of sources, enabling users to ingest, transform, and load data with ease.
  • Auto-scaling: The platform offers auto-scaling capabilities, automatically adjusting resources to handle varying workloads, ensuring optimal performance and cost-effectiveness.
  • Security and Compliance: Azure Synapse Analytics includes robust security features, such as encryption, authentication, and access control, to protect sensitive data and maintain compliance with industry regulations.
  • Intelligent Caching: It employs intelligent caching to speed up query performance, reducing latency and enhancing overall data processing efficiency.
  • Real-time Analytics: Users can analyze streaming data in real-time, enabling timely insights and the ability to respond to changing conditions swiftly.
  • Machine Learning Integration: Synapse Analytics seamlessly integrates with Azure Machine Learning, allowing organizations to build, train, and deploy machine learning models for advanced predictive analytics.
  • Collaborative Workspace: It provides a collaborative workspace for teams to collaborate on data projects, facilitating efficient data exploration and analysis.
  • Serverless SQL Pools: Azure Synapse Analytics offers serverless SQL pools, enabling users to query data stored in data lakes without the need for provisioning dedicated resources.
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Product Ranking

#9

among all
Big Data Analytics Tools

#40

among all
Big Data Analytics Tools

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Analyst Rating Summary

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Availability and Scalability
Dashboarding and Data Visualization
Data Management
Geospatial Visualizations and Analysis
Reporting
Availability and Scalability
Platform Security
Dashboarding and Data Visualization
Data Management
Integrations and Extensibility

Analyst Ratings for Functional Requirements Customize This Data Customize This Data

Spotfire
Azure Synapse Analytics
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Augmented Analytics Computer Vision And Internet Of Things (IoT) Dashboarding And Data Visualization Data Management Data Preparation Geospatial Visualizations And Analysis Machine Learning Mobile Capabilities Platform Capabilities Reporting 77 79 100 100 100 99 94 100 54 63 93 93 78 75 0 57 0 25 50 75 100
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Analyst Ratings for Technical Requirements Customize This Data Customize This Data

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User Sentiment Summary

Great User Sentiment 1749 reviews
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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.

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4.3 (14)
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4.2 (315)
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4.4 (60)
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4.4 (539)
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4.3 (821)
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Awards

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

Geospatial Visualizations and Analysis Award
Mobile Capabilities Award
Reporting Award

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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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Scalability: Azure Synapse Analytics is praised for its ability to seamlessly scale resources to handle growing data volumes and complex workloads.
Integration: Users appreciate the tight integration with other Azure services, making it easy to build end-to-end data solutions within the Azure ecosystem.
Real-time Insights: The platform's support for real-time data analytics enables users to gain timely insights from streaming data sources, improving decision-making.
Data Security: Azure Synapse Analytics is lauded for its robust security features, including encryption and access controls, ensuring data privacy and compliance.
Data Integration: Users find it user-friendly for integrating data from various sources, simplifying data preparation and analysis.
Performance Optimization: The platform's query optimization and caching mechanisms enhance query performance, even with complex analytical workloads.
Collaboration: Its collaborative workspace fosters teamwork among data professionals, improving productivity and knowledge sharing.
Machine Learning Capabilities: Users appreciate the integration with Azure Machine Learning, allowing them to leverage AI and machine learning for advanced analytics.
Cost Management: Azure Synapse Analytics offers cost-control features that help users manage their data analytics expenses effectively, ensuring cost-efficiency.
Global Reach: Its availability in multiple Azure regions ensures global accessibility and low-latency data processing for organizations with international operations.
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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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Cost Complexity: Some users find managing costs in Azure Synapse Analytics complex, as resource scaling and query optimization may require careful monitoring to avoid unexpected expenses.
Learning Curve: There's a learning curve associated with the platform, especially for users new to Azure services, which can slow down initial adoption and implementation.
Data Volume Challenges: Handling extremely large data volumes can be challenging and may require additional resources, impacting overall cost-effectiveness.
Integration Complexity: While Azure Synapse Analytics integrates well with Azure services, some users have reported challenges when integrating with external systems, which may require custom solutions.
Resource Scaling Time: Scaling resources up or down can take time, affecting immediate query performance during resource adjustments.
Storage Costs: Users have noted that storing data in Azure Data Lake Storage, a common practice, can add to overall costs that need to be carefully managed.
Complex Queries: Executing complex queries may lead to longer processing times and higher resource consumption, impacting query performance and costs.
Resource Provisioning: Some users have experienced challenges when provisioning resources, requiring careful planning and allocation.
Offline Work Limitations: Certain features may require an active internet connection, limiting offline work capabilities, which could be a drawback in specific scenarios.
Support: A few users have reported concerns about the level of support provided, particularly for resolving complex technical issues.
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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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User reviews for Microsoft Azure Synapse Analytics generally highlight its strengths in scalability, integration, and real-time analytics. Many users appreciate its ability to seamlessly scale resources and integrate with other Azure services, simplifying end-to-end data solutions. The support for real-time data analytics also receives positive feedback for enabling timely decision-making. However, some users note challenges associated with cost management, citing complexity in monitoring and controlling expenses. There's a learning curve for newcomers, which can slow down initial implementation. Handling large data volumes and complex queries may require extra resources and careful optimization. Integration with external systems can be complex, and resource scaling may impact query performance temporarily. In comparison to similar products, users find Azure Synapse Analytics competitive due to its tight integration within the Azure ecosystem and its machine learning capabilities. Despite some limitations, it is viewed favorably for its potential to deliver scalable, real-time insights and drive data-driven decision-making within organizations.

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Top Alternatives in Big Data Analytics Tools


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