Astrato Analytics vs. Spotfire

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Astrato Analytics
Score 8.4 out of 10
N/A
A self-service BI solution, Astrato puts analytics in the hands of every user, enabling them to build their own reports and answer data questions without IT help. Astrato accelerates adoption, speeds up decision-making, and unifies analytics, embedded analytics, data input, and data apps in one platform. With Astrato, Self-Service business users can see and understand data that resides in the Data Cloud (Snowflake, Databricks, BigQuery, Redshift, Dremio,…
$12
per month per user
Spotfire
Score 8.2 out of 10
N/A
Spotfire, 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
Astrato AnalyticsSpotfire
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Astrato AnalyticsSpotfire
Free Trial
YesYes
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
YesYes
Entry-level Setup FeeOptionalNo setup fee
Additional DetailsFor Enterprise engagements, contact Spotfire directly for a custom price quote.
More Pricing Information
Community Pulse
Astrato AnalyticsSpotfire
Features
Astrato AnalyticsSpotfire
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Astrato Analytics
7.9
4 Ratings
4% below category average
Spotfire
-
Ratings
Pixel Perfect reports8.04 Ratings00 Ratings
Customizable dashboards8.54 Ratings00 Ratings
Report Formatting Templates7.24 Ratings00 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Astrato Analytics
7.8
4 Ratings
3% below category average
Spotfire
-
Ratings
Drill-down analysis8.34 Ratings00 Ratings
Formatting capabilities7.04 Ratings00 Ratings
Integration with R or other statistical packages7.52 Ratings00 Ratings
Report sharing and collaboration8.64 Ratings00 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Astrato Analytics
8.7
4 Ratings
6% above category average
Spotfire
-
Ratings
Publish to Web9.14 Ratings00 Ratings
Publish to PDF9.73 Ratings00 Ratings
Report Versioning7.84 Ratings00 Ratings
Report Delivery Scheduling8.33 Ratings00 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Astrato Analytics
8.2
4 Ratings
3% above category average
Spotfire
-
Ratings
Pre-built visualization formats (heatmaps, scatter plots etc.)8.64 Ratings00 Ratings
Location Analytics / Geographic Visualization8.34 Ratings00 Ratings
Predictive Analytics7.72 Ratings00 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Astrato Analytics
8.8
4 Ratings
4% above category average
Spotfire
-
Ratings
Multi-User Support (named login)9.03 Ratings00 Ratings
Role-Based Security Model9.03 Ratings00 Ratings
Multiple Access Permission Levels (Create, Read, Delete)8.64 Ratings00 Ratings
Report-Level Access Control9.03 Ratings00 Ratings
Single Sign-On (SSO)8.44 Ratings00 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Astrato Analytics
7.8
2 Ratings
1% above category average
Spotfire
-
Ratings
Responsive Design for Web Access8.62 Ratings00 Ratings
Dashboard / Report / Visualization Interactivity on Mobile7.02 Ratings00 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Astrato Analytics
8.5
1 Ratings
9% above category average
Spotfire
-
Ratings
iFrames9.01 Ratings00 Ratings
Themeable User Interface (UI)8.01 Ratings00 Ratings
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Astrato Analytics
-
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 Product A and Product B
Astrato Analytics
-
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 Product A and Product B
Astrato Analytics
-
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 Product A and Product B
Astrato Analytics
-
Ratings
Spotfire
7.6
8 Ratings
10% 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 Product A and Product B
Astrato Analytics
-
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
Astrato AnalyticsSpotfire
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Yellowfin
Yellowfin
Score 8.7 out of 10
Jupyter Notebook
Jupyter Notebook
Score 8.6 out of 10
Medium-sized Companies
Reveal
Reveal
Score 10.0 out of 10
Posit
Posit
Score 10.0 out of 10
Enterprises
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
Posit
Posit
Score 10.0 out of 10
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User Ratings
Astrato AnalyticsSpotfire
Likelihood to Recommend
8.5
(5 ratings)
8.4
(351 ratings)
Likelihood to Renew
-
(0 ratings)
9.6
(30 ratings)
Usability
8.0
(4 ratings)
8.0
(27 ratings)
Availability
-
(0 ratings)
9.0
(14 ratings)
Performance
-
(0 ratings)
7.1
(14 ratings)
Support Rating
9.0
(1 ratings)
8.7
(27 ratings)
In-Person Training
-
(0 ratings)
8.3
(52 ratings)
Online Training
-
(0 ratings)
9.0
(55 ratings)
Implementation Rating
-
(0 ratings)
8.4
(17 ratings)
Configurability
-
(0 ratings)
7.1
(3 ratings)
Ease of integration
-
(0 ratings)
7.0
(2 ratings)
Product Scalability
-
(0 ratings)
7.0
(4 ratings)
Vendor post-sale
-
(0 ratings)
5.0
(1 ratings)
Vendor pre-sale
-
(0 ratings)
5.0
(1 ratings)
User Testimonials
Astrato AnalyticsSpotfire
Likelihood to Recommend
Astrato Analytics LTD.
Astrato Analytics provides a feature-rich application that it easy to use for the non-technical user yet robust enough to create a sophisticated SaaS application. Astrato Analytics provides native integration to all the major large cloud data platforms and the implementation is very straight forward. The value provided through their feature-rich platform and competitive pricing is unmatched.
Read full review
Spotfire
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.
Read full review
Pros
Astrato Analytics LTD.
  • Writeback to the database is simple and straightforward and allows us to build apps in the tool with a level of interation that is not possible with other BI tools
  • Version control that is built into the workbooks allows us to quickly deploy changes without the fear of losing the older version and maintianing both a historcal updates and the ability to rollback
  • Easy connectivity to a wide range of data platforms including Snowflake, Databricks, and Google Workspace within the same tenant allows us to leverage data from each of these platforms for specific use cases
Read full review
Spotfire
  • 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
Read full review
Cons
Astrato Analytics LTD.
  • The product is still young, as a consequence, some features aren't as mature as competitors. Astrato has worked to catch up quickly, by rolling out new features regularly
  • Better ability to control icons and themes from a central point, instead of having to add/change them on each report
Read full review
Spotfire
  • 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
Read full review
Likelihood to Renew
Astrato Analytics LTD.
No answers on this topic
Spotfire
-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
Astrato Analytics LTD.
It is a very intuitive system, a pleasure to use, practical and simple, for medium to advanced activities. BI supervisors are delighted with much of the functionality, but highlight some weaknesses that they still have, such as the loading speed in HEIC-type files.

Without a doubt, it is a tool that has become essential in our business routine.
Read full review
Spotfire
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.
Read full review
Reliability and Availability
Astrato Analytics LTD.
No answers on this topic
Spotfire
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
Astrato Analytics LTD.
No answers on this topic
Spotfire
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
Astrato Analytics LTD.
Very friendly, with online help, blog and community. The template documentation could be more complete, however.
Read full review
Spotfire
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.
Read full review
In-Person Training
Astrato Analytics LTD.
No answers on this topic
Spotfire
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).
Read full review
Online Training
Astrato Analytics LTD.
No answers on this topic
Spotfire
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.)
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Implementation Rating
Astrato Analytics LTD.
No answers on this topic
Spotfire
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.
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Alternatives Considered
Astrato Analytics LTD.
To scale PowerBi, we would have needed a staff of technical folks and a substantial budget, and we still probably could not have created the robust SaaS application we did with Astrato Analytics. Astrato Analytics allowed for a staff of two to create and rollout a SaaS Application in under 60 days and provided hands on support to us as needed. There really is no comparison.
Read full review
Spotfire
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
Astrato Analytics LTD.
No answers on this topic
Spotfire
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,
Read full review
Return on Investment
Astrato Analytics LTD.
  • The ability to unify multiple platforms in Astrato provides cost savings.
Read full review
Spotfire
  • 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
Read full review
ScreenShots

Astrato Analytics Screenshots

Screenshot of from the Gallery Dashboard: Maventech CRM Sales PerformanceScreenshot of from the Gallery Dashboard: Healthcare Analytics
The comprehensive Healthcare System Dashboard was designed for Bedford Health System, a tool leveraging Astrato’s data visualization capabilities. This dashboard provides a holistic view of various critical healthcare metrics, enabling informed decision-making and strategic planning.Screenshot of how to add custom data into the semantic layer

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