Cloudera vs Toucan

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Our analysts compared Cloudera vs Toucan based on data from our 400+ point analysis of Business Intelligence Tools, user reviews and our own crowdsourced data from our free software selection platform.

Cloudera Software Tool

Product Basics

Cloudera is a multi-environment analytics platform powered by integrated open source technologies that help users glean actionable business insights from their data, wherever it lives. With an enterprise data cloud, it puts data management at analysts’ fingertips, with the scalability and elasticity to manage any workload. It offers users transparency into the whole data lifecycle and the flexibility of customization through its open architecture.

It is available on an annual subscription basis with three offerings: CDP Data Center, Enterprise Data Hub and HDP Enterprise Plus. Each edition offers different components and pricing varies based on computing power, storage space and number of nodes.

The company merged with Hortonworks in 2019 to provide a comprehensive, end-to-end hybrid and multi-cloud offering.
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Toucan Guided Analytics (formerly branded as Toucan Toco) is a cloud-based platform consisting of two unified offerings that deliver data analytics and storytelling, as well as embedded analytics. Through data storytelling, it empowers businesses to explore their insights through visualizations and interactive dashboards. It centralizes information from disparate data sources and has a guided framework to help enterprises tell compelling stories with their data. Accessible to all, it encourages live collaboration throughout the analytics process to drive data-informed decision-making throughout an organization.

In its embedded analytics form, it allows customers to extend these accessible and actionable insights to their clients through an intuitive front-end experience.

Though it was built cloud-first, businesses can choose between the SaaS deployment via a private cloud, or an on-premise installation through Docker Image technology. It is suitable for small, medium and large businesses, and supports Windows, Mac and Linux.
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$833/User, Annually
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Tailored to your specific needs
$1,000 Monthly
Get a free price quote
Tailored to your specific needs
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Accor
Allianz
BNP Paribas
Carrefour
Deloitte
L'Oreal
PricingHub
Renault Nissan
Sodexo
Total

Product Assistance

Documentation
In Person
Live Online
Videos
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Documentation
In Person
Live Online
Videos
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Email
Phone
Chat
FAQ
Forum
Knowledge Base
24/7 Live Support
Email
Phone
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FAQ
Forum
Knowledge Base
24/7 Live Support

Product Insights

  • Provides Data-Driven Insights: Make data-informed business decisions that boost efficiency, decrease risk and provide new insights. Features data discovery, analysis and interpretation tools necessary for businesses to make the right choices with confidence.
  • Industrialized AI: Takes an “AI factory” approach to BI and makes enterprise machine learning and artificial intelligence processes automated, repeatable and predictable, speeding up the time needed to go from numbers to outcomes.
  • Eliminates Silos: Move away from costly and inefficient data silos with a unified platform that performs a range of data analysis tasks simultaneously on the same data, right at the source. Speed up the data discovery process and improve productivity for the organization as a whole.
  • Capitalize on the Wealth of IoT: Contribute to overall business transparency by processing and integrating data from a huge reservoir of devices connected to the Internet of Things. Connects the information from these devices to its AI, which can monitor performance in real time, identify areas for improvement, reduce machine failure and improve overall ROI.
  • Secure by Design: Set up encryption across environments, ensuring consistent protocols and granular security policies across the platform. Built-in enterprise-grade auditing and lineage tracking capabilities provide comprehensive data governance to organizations.
  • Maximizes Interoperability: Ensures compatibility with all vendors through its 100% open-source architecture, and unlocks additional possibilities for enterprises. 
  • Deployable Anywhere: Safeguard and future-proof the company’s investment in BI. Stay immune to the cloud infrastructure battle with a single data management platform portable and flexible enough to move to and from the cloud as necessary. 
  • Scalability: Manage cloud costs and scale resources automatically as workloads increase, or scale down as demand falls, utilizing and paying for exactly how much is necessary.
  • Protects Your Business: Offers advanced behavior analytics, quick anomaly detection and visibility into every dimension of the enterprise. Protect data at all times with the assistance of both time-series and real-time threat analytics.
  • Free Trial: Sign up for a free 60-day trial of Cloudera Enterprise and many of its modules from the vendor’s website.
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Platform

  • Centralize Business Data: Helps teams get on the same page by creating a single source of truth. Connects to the cloud, on-premise databases, spreadsheets and more to collect all of an organization’s data into one centralized hub.
  • Speed Up Queries: Optimize data processing by minimizing queries through cache engines and custom indexes that accelerate webpage performance.
  • Automated Reporting: Takes the heavy-duty work of development, design and maintenance out of data analytics with automatically updated data and scheduled reports. 
  • Ease of Use: Explore and understand business insights through an intuitive UI – without requiring training, tutorials or coding experience. Caters to people who may not have the technical knowledge or programming skills to handle a more complicated BI tool.
  • Accelerate Adoption: Educates and guides teams on how to create compelling data stories. Encourage autonomous, skilled data analysis with self-learning tools such as a glossary and contextual tips that help in data comprehension.
  • Improve Data Literacy: Makes information accessible by displaying it visually, enabling transparency across departments and empowering all stakeholders to take BI into their own hands.
  • Made for Collaboration: Interact with other teams and share power in decision-making through workspaces. Improve communication between departments and help them align with each other by annotating, discussing, exporting and sharing dashboards. 
  • Never Say “So What?”: Support decision-making through data-driven strategies with built-in calls to action and adaptable recommendations. 
  • Fast Implementation: Save more time and resources for analysis and data storytelling by accessing on any device through the web – nothing to install.
  • Security: Protect data through no-code row-level security, custom user filters and granular permissions management for apps, dashboards, stories and datasets. The solution is hosted in a private cloud with SSL Grade A+ security certification and an infrastructure compliant with all RSSI expectations and RGPD standards. 

Embedded Analytics

  • Build Once, Deploy Anywhere: Design one app for all devices and deploy anywhere to anyone in minutes, whether on the standard platform or as an embedded analytics product.
  • Preserve Brand Identity: Maintain business branding through full customization and white labeling options, while offering the power of data storytelling and analytics to clients. 
  • Multi-Tenancy: Handle who can see what by managing access to each embedding with granular control.
  • Focus On What Matters: Saves the company time and money by helping teams focus dedicated efforts on products, alleviating the burden of developing analytics from scratch.
  • Empower Non-Technical Teams: Build and deploy apps with a guided framework, even without coding experience.
  • No On-Boarding Necessary: Boost adoption and customer retention through a client experience that feels familiar, with access to actionable insights from day one.
  • Accelerate Time to Value: Empowers businesses to roll out robust solutions to clients in just two weeks. 
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  • Data Science Workbench: Through a unified workflow, collaboratively experiment with data, share research between teams and get straight to production without having to recode. Create and deploy custom machine learning models and reproduce them confidently and consistently.
  • Real-Time Streaming Analytics: With edge-to-enterprise governance, Cloudera DataFlow continuously ingests, prioritizes and analyzes data for actionable insights in real-time. Develop workflows to move data from on-premises to the cloud or vice-versa, and monitor edge applications and streaming sources.
  • Machine Learning: Enable enterprise data science in the cloud with self-service access to governed data. Deploys machine learning workspaces with adjustable auto-suspending resource consumption guardrails that can provide end-to-end machine learning tools in one cohesive environment.
  • Data Warehouse: Merges data from unstructured, structured and edge sources. The auto-scaling data warehouse returns queries almost instantly and has an optimized infrastructure that moves workloads across platforms to prepare vast amounts of data for analysis.
  • Operational Database: The operational database promises both high concurrency and low latency, processing large loads of data simultaneously without delay. It can extract real-time insights and enable scalable data-driven applications. 
  • Open-Source Platform: Access the Apache-based source code for the program and make adjustments, customizations and updates as desired. 
  • Data Security and Governance: Reduce risk by setting data security and governance policies. The Cloudera Shared Data Experience (SDX) then automatically enforces these protocols across the entire platform, ensuring sensitive information consistently remains secure without disruption to business processes.
  • Hybrid Deployment: Leverage the deployment flexibility and accessibility to work on data wherever it lives. Read and write directly to cloud or on-premises storage environments. With a hybrid cloud-based architecture, choose between a PaaS offering or opt for more control via IaaS, private cloud, multi-cloud or on-premises deployment.
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  • Connect Any Data Source: Connect to cloud and on-premise databases, cloud data warehouses, third-party BI solutions and REST APIs via over 100 built-in connectors, or create custom ones with an open-source library. Easily set up connectors to data sources, no programming knowledge necessary. Some supported connections include SAP, MicroStrategy, Google BigQuery, Oracle, SQL Server, Google Analytics, Salesforce and more. Pull data from CSV, Excel and static files to transform it into dynamic data.
  • Keep Data Up-To-Date: Refresh data on demand, automatically on a regular basis with a scheduler, or request it in real time. Define which sources to refresh and how often to refresh them through batch processing. Blends live and loaded data sources, tracking changes and debugging datasets with its Storytelling Tracker.
  • Integrated ETL: Extract, transform and load data, collecting it in an embedded data lake and cleaning it up before integrating it into the solution. Query data on the fly with Weaverbird, the vendor’s built-in, open-source no-code visual query builder. Integrates with existing ETL tools such as Talend, iPython, Notebook, Dataiku, Denodo and more, and is designed to be compatible with all information systems. Perform joins, slices, pivots and melts seamlessly, without the need to code. Supports ad-hoc transformation for evolution computation, date aggregation and other critical statistics.
  • Interactive Dashboards: Display KPIs in the form of an interactive story with the aid of graphic messages on ergonomic dashboards. Add additional context through comments, sources, captions, glossaries and more.
  • Toucan Toco Studio: Focus on the data story rather than design mechanics. Create charts, layouts and stories faster through guided design without needing technical skills. Add context and generate visualizations with a few clicks, all the while becoming more data-literate.
    • Data Visualization: Highlight key-value elements and add color and context to information through visualizations. Display data in visually appealing ways by creating more than 20 kinds of charts and graphs. Give context by including definitions and data sources in visualizations and annotating specific elements. Collaborate with others within the platform or in tools like Slack and MS Teams. 
    • App Gallery: Jumpstart the business by building dashboards in minutes from pre-designed templates. Choose from a gallery of ready-to-go applications; preview apps with a single click, then use as-is or customize as needed. Leverage sample data to view what the final product will look like, then download and populate data models with custom data. 
  • Collaboration: Drive action by continuing the conversation through annotations and comments on dashboards, and exchange ideas with others through the live chatbox. Ensure privacy by making direct comments visible to specific groups only. Export and share insights with others inside and outside the organization through tools like Slack and Teams.
  • Calls to Action: Decide exactly what to do with proprietary information through a built-in decision-support system that gives relevant recommendations, links to relevant insights and proposed next steps. 
  • Alerts: Add, edit and configure rules and conditions for email or push notifications through a dedicated notification environment.
  • Presentation Mode: Empower data-driven meetings by sharing insights with others in a presentation format. Schedule presentations with calendar events and invite people from anywhere to follow the data story. Identify metrics and interact with the dashboard in the presentation mode, and create a dialogue with the presenter through a chat box. 
  • Role-Based Administration: Maintain granular control of permissions across the organization. Ensure that roles and responsibilities are clear by defining roles like App Builder, App Validator, Viewer, Data Manager, Full Administrator and more. 
  • Mobile Access: Access proprietary information on any device — even on those that aren’t connected to the internet, thanks to an offline mode. With a mobile-first strategy, the vendor prioritizes the mobile version of a site and then adapts it for larger screens.
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Product Ranking

#72

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Business Intelligence Tools

#98

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Business Intelligence Tools

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User Sentiment Summary

Great User Sentiment 216 reviews
Excellent User Sentiment 178 reviews
82%
of users recommend this product

Cloudera has a 'great' User Satisfaction Rating of 82% when considering 216 user reviews from 4 recognized software review sites.

97%
of users recommend this product

Toucan has a 'excellent' User Satisfaction Rating of 97% when considering 178 user reviews from 5 recognized software review sites.

4.0 (26)
4.9 (84)
n/a
5.0 (8)
4.2 (5)
4.7 (23)
4.3 (144)
4.8 (62)
3.4 (41)
3.5 (1)

Awards

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Toucan stands above the rest by achieving an ‘Excellent’ rating as a User Favorite.

User Favorite Award

Synopsis of User Ratings and Reviews

Scalability: Cloudera can handle massive datasets and complex queries, making it suitable for large-scale data analysis and reporting.
Security: Cloudera offers robust security features, including data encryption and access control, ensuring sensitive data is protected.
Performance: Cloudera's optimized architecture and distributed processing capabilities deliver fast query execution and efficient data processing.
Integration: Cloudera integrates seamlessly with various data sources and tools, enabling users to connect and analyze data from different systems.
Community Support: Cloudera has a large and active community, providing access to resources, support, and best practices.
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Data Storytelling: Almost 96% of the users who mention data visualization say that they can create high-quality, interactive dashboards seamlessly.
Integrations: All users who discuss the tool’s integration capabilities say that it connects seamlessly to tools in their existing tech stacks, including cloud databases.
Ease of Use: The software’s intuitive interface offers an excellent user experience for report builders and consumers alike, according to all users who review its ease of use.
Support: Technical support is responsive and competent, as discussed by all users who mention support services.
Functionality: Around 56% of the users who review the solution’s capabilities say that it reduces the time to insight and embeds into enterprise applications seamlessly.
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Steep Learning Curve: New users often find Cloudera's interface and complex architecture challenging to navigate, requiring significant time and effort to master. This can be especially problematic for teams with limited technical expertise.
Costly Implementation: Cloudera's pricing model can be expensive, particularly for large deployments. The cost of hardware, software licenses, and ongoing support can be a significant barrier for some organizations.
Limited Scalability: While Cloudera offers scalability, some users have reported challenges scaling their deployments to meet rapidly growing data volumes. This can lead to performance bottlenecks and slow query execution times.
Complex Management: Managing a Cloudera cluster can be complex, requiring specialized skills and knowledge. This can be a burden for organizations with limited IT resources.
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There are no cons for this product at the time of publishing this review synopsis.
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Is Cloudera the answer to your data management woes, or is it just a bunch of hot air? User reviews from the past year paint a mixed picture of Cloudera. While some users praise its flexibility and ability to handle large datasets, others find it cumbersome and expensive. Cloudera's hybrid cloud approach, allowing users to deploy on-premises or in the cloud, is a major selling point for many. However, some users find the platform's complexity a barrier to entry, especially for those without extensive experience in data management. Cloudera's integration with other tools, such as Apache Hadoop, is a key differentiator, but some users report issues with compatibility and performance. Cloudera is best suited for large enterprises with complex data needs and a dedicated team of data engineers. Its robust features and scalability make it a powerful tool for organizations that require a comprehensive data management solution. However, smaller businesses or those with limited technical resources may find Cloudera's complexity and cost prohibitive.

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Toucan Toco is a cloud-based data communications tool that provides analytics and storytelling capabilities to enterprises. All users who discuss integration say that the tool aligns with their organizations’ cloud-first strategies, integrating with their existing tech stacks with ease. All users who review accessibility are unanimous in their reviews that its user-friendly interface provides an excellent user experience. All of the users who say they’ve contacted customer support say the team’s quick and informative responses are a plus. Almost 96% of users who review dashboarding say that they can create interactive and easy-to-understand data stories through its visualization module, Toucan Studio. 56% of the users who mention functionality say that the solution has a rich feature set and the vendor releases weekly updates, astutely incorporating users’ feature requests. In summary, Toucan Toco helps businesses increase revenue opportunities for businesses to differentiate themselves in the market through data visualization.

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