Spotfire vs Vertica

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Our analysts compared Spotfire vs Vertica 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.

Vertica 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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Vertica is an analytics and data exploration platform designed to ingest massive quantities of data, parse it, and then return business insights as reports and interactive graphics. Elastically scalable, it provides batch as well as streaming analytics with massively parallel processing, ANSI-compliant SQL querying and ACID transactions.

Deployable in the cloud, on-premise, on Apache Hadoop and as a hybrid model, its resource manager enables concurrent job runs with reduced CPU and memory usage and data compression for storage optimization. A serverless setup and advanced data trawling techniques help users store and access their data with ease.
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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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  • Improve Decision Making: Get business insights like workforce metrics, retail information, vital proprietary intel and usage data through data ingestion from diverse sources. Its high-level overview of diverse data pools empowers data-driven business decisions. 
  • Self-Service Analytics:  Provide self-service reporting and analysis for users of all skill levels — from non-technical users to analysts — at a more sophisticated level, using custom formulas and algorithms. 
  • Big Data Insights: Get intel and insights through large data silos to enrich business decisions and diagnose pain points or attach victories to actionable data. 
  • Gain a Competitive Advantage: Take on competitors and optimize business operations through data-informed decision-making. 
  • Flexible Licensing: Buy the product outright, purchase a subscription or pay by the hour with its flexible licensing. Hourly usage comes with full support and requires no commitment. 
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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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  • Streaming Analytics: Connects to Apache Kafka for IoT data analysis in real time. Analyzes and manages large volumes of data from IoT devices such as machine and sensor data for buildings, vehicles, medical systems, smart devices and wearables. 
  • Machine Learning: Get automated insights and deliverables through machine learning modules that automatically digest and parse large data portions. ML modules are built into its core — no need to pay for them or install them separately. 
  • Software Only: Work with a robust software interface with dedicated IT resources. All data warehousing, storage and processing infrastructure is hosted offsite. 
  • Fast SQL Databases: Store and retrieve data through highly scalable and speedy SQL databases. 
  • Massively Parallel Processing: Get increased speed and scalability at larger scales by running two processes side-by-side through massively parallel processing. 
  • Columnar Storage: Read only the most important sets of data first through columnar storage that greatly speeds up data retrieval. 
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Product Ranking

#9

among all
Big Data Analytics Tools

#31

among all
Big Data Analytics Tools

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Analyst Rating Summary

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Analyst Ratings for Functional Requirements Customize This Data Customize This Data

Spotfire
Vertica
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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 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
Great User Sentiment 203 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.

88%
of users recommend this product

Vertica has a 'great' User Satisfaction Rating of 88% when considering 203 user reviews from 3 recognized software review sites.

4.3 (14)
n/a
4.2 (315)
4.5 (108)
4.4 (60)
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4.4 (539)
4.3 (65)
4.3 (821)
4.2 (30)

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

we're gathering data

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 Processing: All users who mention computing say that the tool’s columnar storage and parallel processing enable faster querying.
Performance: Almost 72% of the users who review performance say the platform is robust and reliable with high availability.
Functionality: Around 56% of the users who review functionality say that it is feature-rich and performs as expected.
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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: All users who mention cost say that data storage limits can be restrictive and the tool is expensive.
Community Support: Citing lack of technical community support, approximately 50% of the users say that it makes adoption difficult.
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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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Vertica Analytics is a big data relational database that provides batch as well as streaming analytics to enterprises. Citing a robust, distributed architecture with massively parallel processing (MPP), all users who review data processing say that it performs extremely fast computing with I/O optimization, and columnar storage makes it ideal for reporting. Approximately 72% of the users who review performance say that it is a reliable tool with high availability and virtually no downtime, with K-safety protocol in place for efficient fault tolerance. Citing its feature set, around 56% of the users say that they are satisfied with its elastic scalability, rich analytical functions and excellent clustering technology. On the flip side, almost 50% of the users who mention technical and community support say that it is inadequate and possibly contributes to the platform’s steep learning curve. All users who review its cost say that the solution is expensive, with restrictive data storage limits. In summary, Vertica is a big data and analytics platform that provides streaming analytics with lightning-fast query speeds, machine learning and forecast capabilities.

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Screenshots

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