Pentaho Business Analytics and ThoughtSpot both compete in the business intelligence and data analytics space. Pentaho seems to have the upper hand due to its strong ETL capabilities and cost-effective options, while ThoughtSpot is favored for its user-friendly data exploration.
Features: Pentaho is known for its powerful ETL capabilities with Pentaho Data Integration, scalable analytics platform, and intuitive data modeling features. It provides extensive support for data transformations and integrations across various data sources. ThoughtSpot stands out for its intuitive search-based analytics, fast dashboard performance, and ease of use for non-technical users, empowering them to perform ad-hoc queries independently.
Room for Improvement: Pentaho users have identified a need for better data visualization interfaces, more advanced task management options, and improved version control. ThoughtSpot could enhance visualization flexibility, provide direct database connectivity, and streamline data loading processes to better meet user needs.
Ease of Deployment and Customer Service: Pentaho offers versatile deployment options, including on-premises and hybrid cloud environments, and benefits from a supportive community, although its technical support is considered fragmented. ThoughtSpot is primarily deployed on private and public clouds, receiving favorable customer service ratings, yet there is feedback regarding the availability of technical support.
Pricing and ROI: Pentaho is appreciated for its cost-effectiveness with a free Community Edition, but concerns exist over the higher cost of its Enterprise Edition. ThoughtSpot offers a competitive pricing model based on data volume rather than user count, potentially delivering quicker ROI due to its straightforward usability and flexible pricing.
Using ThoughtSpot has resulted in significant time savings and improved business sales by allowing us to identify sellers and buyers across regions, facilitating targeted marketing.
I stopped opening tickets due to insufficient and untimely responses.
ThoughtSpot provides a dedicated customer success person and the ability to submit tickets online, with a response time of no more than a day.
The knowledge base for ThoughtSpot is less robust compared to others.
Tableau, Power BI, or Looker have separate tools for preparation, customization, and storytelling.
The platform does not have technical problems with scaling data or connections.
I do find ThoughtSpot scalable.
It can handle large datasets.
This workaround consumed a lot of resources and led to reduced performance, with pinboards loading for approximately two minutes for each filter criterion.
The upgrades are smooth with no downtime, which is super important.
I use it primarily for large datasets, and it performs faster than regular data visualization tools such as Power BI, which has limits on dataset size.
Pentaho Business Analytics is hard to learn and not suited for initial users as it requires knowledge of operating systems, Java, and other technical skills.
Enhancing integration capabilities with other tools like DBT would also be beneficial as it would make our lives easier.
Currently, it is not as customizable as the options available on Power BI or Tableau.
Handling governance when there are many models and dashboards is complex.
Pentaho Business Analytics is priced similarly to other competitors such as QlikView and Tableau.
ThoughtSpot's pricing is reasonable and in line with other BI tools.
HubSpot is expensive.
It is a stable product, and it can handle large datasets.
Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily.
This alerting feature is very beneficial for our company at the moment, and we use it extensively.
The main core of HubSpot is to create models, connect data pipelines, and create business models and dashboards on top of them.
Pentaho is an open source business intelligence company that provides a wide range of tools to help their customers better manage their businesses. These tools include data integration software, mining tools, dashboard applications, online analytical processing options, and more.
Pentaho has two product categories: There is the standard enterprise version. This is the product that comes directly from Pentaho itself with all of the benefits, features, and programs that come along with a paid application such us analysis services, dashboard design, and interactive reporting.
The alternative is an open source version, which the public is permitted to add to and tweak the product. This solution has its advantages, aside from the fact that it is free, in that there are many more people working on the project to improve its quality and breadth of functionality.
ThoughtSpot is a powerful business intelligence tool that allows easy searching and drilling into data. Its ad hoc exploration and query-based search features are highly valued, and it is easy to set up, stable, and scalable.
The solution is used for reporting purposes, self-service BI, and embedding into other applications for customers to do self-service analytics. It helps businesses with metrics, KPIs, and important insights by sourcing data from various sources into one golden source and visualizing it in an easy way for the business to consume. The pricing model is ideal, charging for data rather than the number of users.
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