TrustRadius: an HG Insights company

Save this comparison

Save this comparison

Add Product

Recommended Comparisons

    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Sigma

    Score8.4 out of 10
    N/ASigma Computing headquartered in San Francisco provides a suite of data services such as code free data modeling, data search and explorating, and related BI and data visualization services.N/A

    Spotfire

    Score7.8 out of 10
    N/ASpotfire, formerly known as TIBCO Spotfire, is a visual data science platform that combines visual analytics, data science, and data wrangling, so users can analyze data at-rest and at-scale to solve complex industry-specific problems.N/A
    Pricing
    SigmaSpotfire
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    SigmaSpotfire
    Free Trial
    YesYes
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeOptionalNo setup fee
    Additional DetailsContact us for pricing.For Enterprise engagements, contact Spotfire directly for a custom price quote.
    More Pricing Information
    Community Pulse
    SigmaSpotfire
    Considered Both Products
    Sigma Computing
    Chose Sigma
    Sigma has the best pricing model for a company between 50 and 200 employees. It also has the best data exploration toolkit for non-SQL users. Both of these were the key selling points that set Sigma apart from competitors. Sigma also integrates seamlessly with Snowflake and is …
    Incentivized
    Cloud Software Group
    No answer on this topic
    Key User Insights
    Would buy again
    94%
    Would buy again
    118 Answers
    92%
    Would buy again
    46 Answers
    Delivers good value for the price
    97%
    Delivers good value for the price
    77 Answers
    98%
    Delivers good value for the price
    39 Answers
    Happy with the feature set
    92%
    Happy with the feature set
    116 Answers
    96%
    Happy with the feature set
    48 Answers
    Lived up to sales and marketing promises
    97%
    Lived up to sales and marketing promises
    68 Answers
    100%
    Lived up to sales and marketing promises
    32 Answers
    Implementation went as expected
    97%
    Implementation went as expected
    77 Answers
    94%
    Implementation went as expected
    33 Answers
    Features
    SigmaSpotfire
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    7.5
    163 Ratings
    8% below category average
    Spotfire
    -
    Ratings
    Pixel Perfect reports5.4104 Ratings00 Ratings
    Customizable dashboards9.3161 Ratings00 Ratings
    Report Formatting Templates7.7133 Ratings00 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    7.5
    166 Ratings
    6% below category average
    Spotfire
    -
    Ratings
    Drill-down analysis8.0155 Ratings00 Ratings
    Formatting capabilities7.0163 Ratings00 Ratings
    Integration with R or other statistical packages7.35 Ratings00 Ratings
    Report sharing and collaboration7.7162 Ratings00 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    7.5
    156 Ratings
    9% below category average
    Spotfire
    -
    Ratings
    Publish to Web7.3103 Ratings00 Ratings
    Publish to PDF7.7130 Ratings00 Ratings
    Report Versioning7.0120 Ratings00 Ratings
    Report Delivery Scheduling7.6132 Ratings00 Ratings
    Delivery to Remote Servers7.968 Ratings00 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    6.8
    149 Ratings
    16% below category average
    Spotfire
    -
    Ratings
    Pre-built visualization formats (heatmaps, scatter plots etc.)8.6147 Ratings00 Ratings
    Location Analytics / Geographic Visualization5.626 Ratings00 Ratings
    Predictive Analytics6.218 Ratings00 Ratings
    Platform Connectivity
    Comparison of Platform Connectivity features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    -
    Ratings
    Spotfire
    7.2
    8 Ratings
    15% below category average
    Connect to Multiple Data Sources00 Ratings7.88 Ratings
    Extend Existing Data Sources00 Ratings7.48 Ratings
    Automatic Data Format Detection00 Ratings7.88 Ratings
    MDM Integration00 Ratings6.05 Ratings
    Data Exploration
    Comparison of Data Exploration features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    -
    Ratings
    Spotfire
    9.1
    8 Ratings
    8% above category average
    Visualization00 Ratings9.08 Ratings
    Interactive Data Analysis00 Ratings9.28 Ratings
    Data Preparation
    Comparison of Data Preparation features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    -
    Ratings
    Spotfire
    7.4
    8 Ratings
    10% below category average
    Interactive Data Cleaning and Enrichment00 Ratings7.28 Ratings
    Data Transformations00 Ratings8.08 Ratings
    Data Encryption00 Ratings7.05 Ratings
    Built-in Processors00 Ratings7.55 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    -
    Ratings
    Spotfire
    7.6
    8 Ratings
    11% below category average
    Multiple Model Development Languages and Tools00 Ratings7.57 Ratings
    Automated Machine Learning00 Ratings8.55 Ratings
    Single platform for multiple model development00 Ratings7.68 Ratings
    Self-Service Model Delivery00 Ratings6.76 Ratings
    Model Deployment
    Comparison of Model Deployment features of Sigma Computing and Spotfire
    Feature
    Sigma Computing
    -
    Ratings
    Spotfire
    7.4
    7 Ratings
    14% below category average
    Flexible Model Publishing Options00 Ratings7.87 Ratings
    Security, Governance, and Cost Controls00 Ratings7.07 Ratings
    Best Alternatives
    SigmaSpotfire
    Small Businesses
    Cyfe
    Score4 out of 10
    RapidMiner
    Score8.9 out of 10
    Medium-sized Companies
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    Sisense
    Score6.9 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    SigmaSpotfire
    Likelihood to Recommend
    8.2
    (170 ratings)
    8.4
    (351 ratings)
    Likelihood to Renew
    10.0
    (6 ratings)
    9.6
    (30 ratings)
    Usability
    7.6
    (48 ratings)
    8.0
    (27 ratings)
    Availability
    8.2
    (2 ratings)
    9.0
    (14 ratings)
    Performance
    9.1
    (2 ratings)
    7.1
    (14 ratings)
    Support Rating
    10.0
    (47 ratings)
    8.7
    (27 ratings)
    In-Person Training
    -
    (0 ratings)
    8.3
    (52 ratings)
    Online Training
    -
    (0 ratings)
    9.0
    (55 ratings)
    Implementation Rating
    9.1
    (2 ratings)
    8.4
    (17 ratings)
    Configurability
    7.3
    (1 ratings)
    7.1
    (3 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.5
    (36 ratings)
    Data Sources
    -
    (0 ratings)
    9.3
    (36 ratings)
    Ease of integration
    9.1
    (1 ratings)
    7.0
    (2 ratings)
    Product Scalability
    8.2
    (2 ratings)
    7.0
    (4 ratings)
    Vendor post-sale
    7.3
    (1 ratings)
    5.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    5.0
    (1 ratings)
    User Testimonials
    SigmaSpotfire
    Likelihood to Recommend
    Sigma Computing
    We were able to set up client-facing embedded reports with ease and security. The interface is not difficult to learn, although we may not be aware of or lack the necessary expertise to utilize more advanced features that would likely benefit us.
    Incentivized
    Read full review
    Cloud Software Group
    A high level of data integration is available here it supports various data sources and so on. Collaborating features allow users to give access to the dashboard and merge data analytics with other team members. It can meet the demands of both small and large size business enterprises. A customized dashboard and reports are provided to meet the specific needs and get support of extensibility through APIs and customized scripts.
    Incentivized
    Read full review
    Pros
    Sigma Computing
    • Allows end users to easily dive into the data without having direct access to the table in our database management software.
    • Can easily turnaround dashboards that are detailed and visually pleasing.
    • Sigma is intuitive and as new features are rolled out it is easy to adopt and incorporate them into new and existing dashboards.
    Incentivized
    Read full review
    Cloud Software Group
    • It has the best coding integration (python, R) of any BI product
    • The ability to work with very large datasets (10 mil+) is better than competitors
    • Export options are more complete and have better functionality
    • The data canvas is the best tool to join and transform data vs. competitors
    Incentivized
    Read full review
    Cons
    Sigma Computing
    • Sigma Computing does not allow custom ordering of pivot fields in pivot tables easily
    • Sigma Computing lacks functionality for creating tables or sections that dynamically adjust to the browser window's height while maintaining a fixed height textbox at the bottom
    • Sigma Computing does not provide straightforward options for formatting totals in tables, such as renaming 'Total' to 'Average', 'Team Total', etc
    • Sigma Computing does not support searching by individual tab names within a workbook
    Incentivized
    Read full review
    Cloud Software Group
    • The donut chart is I guess a powerful illustrations but I hope it should be done quite simple in Spotfire. But in Spotfire there are lots of steps involve just to build a simple donut chart.
    • Table calculation (like Row or Column Differences) should be made simple or there should be drag and drop function for Table Calculation. No need for scripting.
    • Information Link should be changed. If new columns are added to the table just refreshing the data should be able to capture the new column. No need extra step to add column
    Incentivized
    Read full review
    Likelihood to Renew
    Sigma Computing
    Sigma has helped us a lot and has become an integral part of our daily workflow. It would be difficult to switch to another platform and have to rebuild the numerous metrics and performance reports that we have already established
    Incentivized
    Read full review
    Cloud Software Group
    -Easy to distribute information throughout the enterprise using the webplayer. -Ad hoc analysis is possible throughout the enterprise using business author in the webplayer or the thick client. -Low level of support needed by IT team. Access interfaces with LDAP and numerous other authentication methods. -Possible to continually extend the platform with JavaScript, R scripts, HTML, and custom extensions. -Ability to standardize data logic through pre-built queries in the Information Designer. Everyone in the enterprise is using the same logic -Tagging and bookmarking data allows for quick sharing of insights. -Integration with numerous data sources... flat files, data bases, big data, images, etc. -Much improved mapping capability. Also includes the ability to apply data points over any image.
    Read full review
    Usability
    Sigma Computing
    It has a clean and modern interface. However, it is not completely intuitive. I think it would be better and easier to navigate with more Windows style drop down menus and/or tabls. There is a significant learning curve, but that may be due in part to the technical nature of this type of software tool.
    Incentivized
    Read full review
    Cloud Software Group
    Basic tasks like generating meaningful information from large sets of raw data are very easy. The next step of linking to multiple live data sources and linking those tables and performing on the fly analysis of the imported data is understandably more difficult.
    Incentivized
    Read full review
    Reliability and Availability
    Sigma Computing
    Yes, as long as you don’t conduct user error sigma is always up and running and waiting for you to complete your dashboards
    Incentivized
    Read full review
    Cloud Software Group
    Even though, it's a rather stable and predictable tool that's also fast, it does have some bugs and inconsistencies that shut down the system. Depending on the details, it could happen as often as 2-3 times a week, especially during the development period.
    Read full review
    Performance
    Sigma Computing
    It depends, it loads quickly for smaller dashboards but when loading larger amounts of data it takes more time to do so
    Incentivized
    Read full review
    Cloud Software Group
    Generally, the Spotfire client runs with very good performance. There are factors that could affect performance, but normally has to do with loading large analysis files from the library if the database is located some distance away and your global network is not optimal. Once you have your data table(s) loaded in the client application, usually the application is quite good performance-wise.
    Read full review
    Support Rating
    Sigma Computing
    They are very friendly and informative. They are quick in resolving our queries and help us understand very minute things as well. They are quick in creating feature tickets based on our custom requirements, and they would also create a bug ticket if there is any discrepancy and get that checked on time.
    Incentivized
    Read full review
    Cloud Software Group
    Support has been helpful with issues. Support seems to know their product and its capabilities. It would also seem that they have a good sense of the context of the problem; where we are going with this issue and what we want the end outcome to be.
    Incentivized
    Read full review
    In-Person Training
    Sigma Computing
    No answers on this topic
    Cloud Software Group
    The instructor was very in depth and provided relevant training to business users on how to create visualizations. They showed us how to alter settings and filter views, and provided resources for future questions. However, the instructor failed to cover data sources, connecting to data, etc. While it was helpful to see how users can use the data to create reports, they failed to properly instruct us on how to get the dataset in to begin with. We are still trying to figure out connections to certain databases (we have multiple different types).
    Incentivized
    Read full review
    Online Training
    Sigma Computing
    No answers on this topic
    Cloud Software Group
    The online training is good, provides a good base of knowledge. The video demonstrations were well-done and easy to follow along. Provided exercises are good as well, but I think there could be more challenging exercises. The training has also gone up in price significantly in the last 3 years (in USD, which hurts us even more in Canada), and I'm not sure it is worth the money it now costs (it is worth how much it cost 3 years ago, but not double that.)
    Incentivized
    Read full review
    Implementation Rating
    Sigma Computing
    Was not involved in implementation
    Incentivized
    Read full review
    Cloud Software Group
    The original architecture I created for our implementation had only a particular set of internal business units in mind. Over the years, Spotfire gained in popularity in our company and was being utilized across many more business units. Soon, its usage went beyond what the original architectural implementation could provide. We've since learned about how the product is used by the different teams and are currently in the middle of rolling out a new architecture. I suggest:
    • Have clearly defined service level agreements with all the teams that will use Spotfire. Your business intelligence group might only need availability during normal working hours, but your production support group might need 24/7 availability. If these groups share one Spotfire server, maintenance of that server might be a problem.
    • Know the different types of data you will be working with. One group might be working with "public" data while another group might work with sensitive data. Design your Library accordingly and with the proper permissions.
    • Know the roles of the users of Spotfire. Will there only be a small set of report writers or does everyone have write access to the Library?
    • ALWAYS add a timestamp prompt to your reports. You don't want multiple users opening a report that will try and pull down millions of rows of data to their local workstations. Another option, of course, is to just hard code a time range in the backing database view (i.e. where activity_date >= sysdate - 90, etc.), but I'd rather educate/train the user base if possible.
    • This probably goes without saying, but if possible, point to a separate reporting database or a logical standby database. You don't want the company pounding on your primaries and take down your order system.
    Read full review
    Alternatives Considered
    Sigma Computing
    With Looker, to be effective, a substantial amount of coding & modeling needs to happen in LookML. Being another language to learn, users have to context switch again from at a minimum either SQL or Python into LookML. The concept of being able to source control, code review, and deploy your models is a plus though.
    Tableau is the gold standard for data visualization, no question. Power users will be able to create dazzling content that Sigma won't necessarily be able to easily match. However, since development usually happens via an extract, helping other users troubleshoot is an arduous process. Trying to re-do or un-do all the transformations and calculations that cause a certain number is very difficult.
    With Sigma, all the queries happen directly against Snowflake and you can see the query logs. The data modeling happens right in a tabular, spreadsheet-like manner, so within only a few minutes, substantial transformations can happen, with visualizations just a few more clicks away.
    Read full review
    Cloud Software Group
    Spotfire is significantly ahead of both products from an ETL and data ingestion capability. Spotfire also has substantially better visualizations than Power BI, and although the native visualizations aren't as flexible in Tableau, Spotfire enables users to create completely custom javascript visaualizations, which neither Tableau or Power BI has. Tableau and Power BI are likely only superior to Spotfire with respect to embedded analysis on a website.
    Read full review
    Scalability
    Sigma Computing
    It is a cloud service offering that is able to expand based on your usage
    Incentivized
    Read full review
    Cloud Software Group
    In an enterprise architecture, if Spotfire Advanced Data services(Composite Studio),data marts can be managed optimally and scalability in a data perspective is great. As the web player/consumer is directly proportional to RAM, if the enterprise can handle RAM requirement accomodating fail over mechanisms appropraitely, it is definitely scalable,
    Incentivized
    Read full review
    Return on Investment
    Sigma Computing
    • Monitoring health of cloud platform has allowed the company to anticipate issues before they affect customers – Sigma prompted us building a canary monitoring process that provides customer container health.
    • Customer success has used an activity report to discover customers running runaway processes that they were unaware of, creating an alert to contact the customer and prevent an embarrassing situation.
    • Customer success uses the activity report to prompt conversations regarding increases or declines in behavior that led to increasing contract limits or addressing churn concerns.
    Incentivized
    Read full review
    Cloud Software Group
    • It is costly, so not suitable for small scale implementations.
    • Dashboards are as good as the developer, so need experience to get most out of it
    • You need to be on Spotfire 11 at least to implement out of the box visualizations
    • Integration with Python and R is a game changer, it comes very handy to onboard data scientists without much hassle
    • performance is exceptionally well.
    • Secure
    Incentivized
    Read full review
    ScreenShots

    Spotfire Screenshots

    Screenshot of Smart Visual AnalyticsScreenshot of Geospatial AnalyticsScreenshot of Intelligent Data WranglingScreenshot of Point-and-click Data ScienceScreenshot of Real-time Streaming Analytics