Cognos Analytics vs SAP Analytics Cloud

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Our analysts compared Cognos Analytics vs SAP Analytics Cloud based on data from our 400+ point analysis of Business Analytics Tools, user reviews and our own crowdsourced data from our free software selection platform.

Cognos Analytics Software Tool
SAP Analytics Cloud Software Tool

Product Basics

IBM Cognos Analytics is a self-service, web-based analytics platform which empowers users of all skill levels to explore data through reporting, data analytics, KPI monitoring, events and metrics. Reports give users the ability to not just visualize their insights, but also share them with colleagues.

It integrates with Watson Analytics, which leverages IBM’s artificial intelligence and natural language processing to make insights more accessible to non-technical users. It has various components which give additional functionality, flexibility and agility when processing large sets of data.
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SAP Analytics Cloud is an augmented analytics solution that uses machine learning technology to generate data visualizations and simulate predictive scenarios. It provides every member of an organization with access to automatic, interactive insights via natural language processing. Powered by artificial intelligence, it helps businesses make decisions with confidence by exploring what-if possibilities based on historical data.

There are multiple plans available with different functionality levels, so businesses can choose the subscription that provides the best fit for their needs.
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$50/User, Monthly
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Tailored to your specific needs
$36/User, Monthly
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Tailored to your specific needs
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Product Assistance

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Product Insights

  • Enhanced Decision Making: Cognos Analytics synthesizes data from various sources, providing comprehensive insights that empower users to make informed, data-driven decisions.
  • Time Efficiency: Automates the process of data collection and report generation, significantly reducing the time spent on these tasks and allowing teams to focus on analysis and strategy.
  • Customizable Dashboards: Offers the flexibility to create personalized dashboards that highlight key metrics, making it easier for users to access the information most relevant to their roles and objectives.
  • Scalability: Adapts to the growing data needs of a business, ensuring that as your company expands, Cognos Analytics can handle the increasing volume and complexity of data.
  • Data Accuracy: Minimizes human error by automating data collection and analysis, leading to more accurate insights and reducing the risk of costly mistakes.
  • Collaboration Enhancement: Facilitates better teamwork by providing a shared platform where team members can access, analyze, and discuss data insights in real-time.
  • Advanced Analytics: Utilizes AI and machine learning to uncover deep insights, predict trends, and identify patterns that might not be apparent through traditional analysis methods.
  • Comprehensive Reporting: Generates detailed reports that can be customized to suit different audiences, ensuring stakeholders receive the information they need in an understandable format.
  • Mobile Accessibility: Offers mobile support that allows users to access data and insights on the go, ensuring decision-makers are always informed, regardless of their location.
  • Regulatory Compliance: Helps ensure that data management practices comply with relevant regulations and standards, reducing the risk of legal issues and fines.
  • Cost Reduction: By streamlining data analysis processes and reducing the need for manual intervention, Cognos Analytics can lead to significant cost savings over time.
  • Improved Customer Insights: Analyzes customer data to provide a deeper understanding of customer behavior and preferences, enabling more targeted and effective marketing strategies.
  • Operational Efficiency: Identifies bottlenecks and inefficiencies in operations, allowing organizations to optimize processes for better performance and productivity.
  • Future-Proofing: Continuously updates to incorporate the latest technologies and analytics trends, ensuring that businesses remain competitive in a rapidly evolving digital landscape.
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  • Increase Efficiency: Automatically generates relevant explanations and insights, saving time for those who would otherwise spend it slicing and dicing data to find that information.
  • Smarter Analytics: Digs deeper and thinks smarter with data thanks to machine learning technology that powers its Smart Predict, Smart Insights and Smart Discovery modules.
  • No IT Training Needed: Discover insights through natural-language processing which eliminates the need for cryptic queries. Easily access augmented analytics, irrespective of skill levels in data science or visualization.
  • Anticipate Problems: Detect risks and avoid issues before they happen through predictive forecasting and alerts.
  • More Informed Decisions: Determine the best course of action through AI-powered capabilities that take the uncertainty and guesswork out of decision-making.
  • Visualize Impact: Software algorithms identify key influencers and make it easier to see what drives business and what impacts the bottom line the most.
  • Work Better Together: Collaborate through the cloud, keeping in constant communication to get the job done together.
  • Free Trial: Download a 30-day free trial version from the vendor's website.
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  • Components: Boost the feature set of the core platform with components that enhance data modeling, visualization and analytics capabilities. 
  • Powerful Reporting: Create detailed charts, graphs, maps, voiceovers and repeat functions with the robust, professional reporting suite. Simplify reporting for non-technical users with express mode. 
  • Web-based Interface: Access the platform on any hardware via the web.
  • Natural Language-powered AI: Interrogate data and receive natural, consistent responses with a built-in AI, powered by NLP. 
  • Automated Modeling: Verify and combine data via automated modeling, and assess relationships between separate data points. 
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  • Data Preparation: Alerts as to possible errors and automatically cleans data through machine learning technology to enhance data for deeper insights. Offers context-based suggestions for better data preparation and data visualizations through Smart Transformations.
  • Chat With Data: Type questions into the Search to Insight bar in natural language to instantly create visualizations — no syntax mastery necessary. Analyze data easily, similar to using a search engine.
  • Instant Data Visualization: See the full picture in seconds; the solution generates interactive charts and graphs automatically upon query.
  • Predictive Forecasting: Generates prediction models that learn from historical data to automatically detect risks and predict what is likely to happen in the future.
  • What-If Analysis: Create what-if simulations through the power of self-service machine learning. Plan for the next steps by fine-tuning prediction scenarios based on confidence levels.
  • Highlight KPIs: Answer the “why” and “what” questions through augmented analytics. Identify the top contributors to business performance — the people, products and processes that contribute to the overall story.
  • Analyze Anomalies: Take corrective action aided by Smart Discovery, which automatically points out outlying data.
  • Hybrid Analytics: Protect technology investments by continuing to manage on-premise systems and existing data infrastructure, while simultaneously moving towards the future by leveraging the cloud. Supports a wide range of data connections, ensuring import and access to data from any source to maintain a 360-degree view of the business.
  • Partners: Over 100 partners offer upwards of 430 analytical extensions in the SAP App Center that provide additional value and industry specific applications to the platform.
  • Built-In Collaboration: Create discussions, assign tasks and deadlines and comment on data points. Share information and interact with each other continuously on screen.
  • Mobile App: Stay connected to the Cloud via a responsive, interactive iOS app.
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Product Ranking

#8

among all
Business Analytics Tools

#34

among all
Business Analytics Tools

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Analyst Rating Summary

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Professional Services and Maintenance

Analyst Ratings for Functional Requirements Customize This Data Customize This Data

Cognos Analytics
SAP Analytics Cloud
+ Add Product + Add Product
Advanced Analytics Augmented Analytics Dashboarding And Data Visualization Data Management Data Querying Embedded Analytics Geospatial Visualizations And Analysis Internet Of Things (IoT) Analytics Mobile BI Platform Functions Reporting 79 41 83 95 79 0 66 68 90 100 85 88 50 97 100 88 0 65 60 87 91 93 0 25 50 75 100
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Analyst Ratings for Technical Requirements Customize This Data Customize This Data

Cognos Analytics
SAP Analytics Cloud
+ Add Product + Add Product
Availability & Scalability Data Sources Connectivity Deployment Options Extensibility OS Support Security 89 73 100 100 100 95 100 68 100 50 100 88 0 25 50 75 100
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User Sentiment Summary

Great User Sentiment 1251 reviews
Great User Sentiment 834 reviews
81%
of users recommend this product

Cognos Analytics has a 'great' User Satisfaction Rating of 81% when considering 1251 user reviews from 4 recognized software review sites.

85%
of users recommend this product

SAP Analytics Cloud has a 'great' User Satisfaction Rating of 85% when considering 834 user reviews from 4 recognized software review sites.

3.9 (306)
4.2 (274)
4.1 (120)
4.3 (72)
4.3 (358)
4.1 (148)
4.0 (467)
4.3 (340)

Synopsis of User Ratings and Reviews

Data Analysis and Visualization: All users who mention data analysis and presentation unanimously agree that this solution covers the full spectrum of BI analytics capabilities.
Data management: All users who mention data preparation praise its data integrations and effective metadata management, which ensure data consistency and accuracy across multiple reporting systems.
Functionality: Of users who mentioned this platform’s features, around 90% were satisfied with regular updates and enhancements which allow them to create faster, more responsive dashboards.
Reporting: Around 89% of users who mention reporting are satisfied, appreciating its ad-hoc reporting and report-sharing capabilities.
Setup: Excellent vendor support coupled with the ease of establishing data connectivity with data sources make installation of this solution a breeze, as approximately 87% of users have mentioned.
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Data Visualization: Approximately 91% of users who reviewed visualization said that they can customize dashboards effortlessly with the solution’s wide range of templates and graphics libraries.
Ease of Use: Citing the platform’s modern and intuitive interface, around 89% of users said that the platform makes it easy to develop stories without technical knowledge thanks to Smart Discovery.
Data Analysis: Mentioning its forecasting and predictive analysis capabilities, approximately 87% of users said that the solution enables collaborative enterprise planning via statistical and predictive analysis.
Web and Mobile Accessibility: Discussing its easy accessibility on multiple browsers, around 72% users said that the platform works well on a wide range of devices.
Data Connectivity: Approximately 70% of the users who mentioned integration said that the tool, with strong live data connections, integrates well with other applications and data sources.
Functionality: Around 55% of the users who discussed features said that the tool is scalable and quite versatile, with frequent updates.
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Cost: Around 87% of users who mention cost feel that its licensing model is expensive when compared to other BI solutions.
Training: Approximately 45% of users who reviewed training say that the learning curve can be quite steep and though self-service training is available, they would prefer a formal learning program.
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Performance: Approximately 85% of users who reviewed performance said that some features do not work well at the enterprise level.
Reporting: Around 58% of users who mentioned reporting said that report creation with the tool is complicated and needs IT support.
Data Management: Approximately 52% of users who discussed data preparation said that the platform needs more ubiquitous data modeling capabilities.
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IBM Cognos Analytics is an excellent BI tool and rates very highly with users on all major counts. Users are unanimous in their praise of its data management and data analysis capabilities to provide a single source of truth. Having ventured into AI-powered tools with the 11.1.3 version in 2018, IBM is making bold strides to incorporate augmented intelligence into the platform. IBM has astutely combined this solution with the capabilities of one of its other offerings, Watson Analytics, for natural language processing - a game-changer for empowering non-technical users to create a vast range of dashboards. With AI-enabled exploration, users can review key drivers of metrics and identify gaps in data, though some users feel that more tools are needed for content store exploration through its relational database. It also rates excellently with users for its data integration and ad-hoc reporting capabilities, efficient metadata management and extensive data modeling features. Several strong features of this platform, as noted by reviewers, include Jupyter notebooks, regular updates to the platform and enhancements to data modules, though when it comes to integrating with Online Analytical Processing (OLAP) data sources and IBM Planning Analytics in particular, it comes up short. Version 11 of the platform comes with over-the-top installs for upgrades, which reduces time to set up; though some users feel that integrations built with the current SDK solution can be tedious to implement and maintain. Being part of the IBM software suite, it connects seamlessly to other IBM products under the same umbrella. However, integration with MS-Sharepoint is not supported; this can be managed with workarounds, but only for on-premise setups, not cloud-based deployments. The platform has a rich reporting repertoire with report burst capabilities, pivots and Cognos Event Studio for event-driven reports. However, many users feel that Report Studio should provide the write back capability, which is crucial for business. As for the cost, a majority of users feel that its licensing models are restrictive, especially when compared to other BI solutions; though the vendor seems to address pricing and ease of use with version 11.1.3. In summary, Cognos Analytics is among the best BI solutions in the market today and IBM, with its ear to the ground, is delivering enhanced data analysis and reporting capabilities at scale.

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SAP Analytics Cloud is a powerful data visualization tool that helps users explore data in an easy-to-understand format and discover metrics that help them make informed decisions. Many users who reviewed visualization said that the platform has rich graphics libraries and a range of templates for story presentation of business metrics. Citing its aesthetic design, a majority of users said that the solution’s interface is intuitive for programmers and non-technical users alike. Mentioning its strong predictive and augmented analysis capabilities, a lot of users said that the platform is a strong planning tool and helps them gain business insights easily. Many users said that the tool works well on a plethora of devices, including mobile, and is accessible on multiple browsers, though some users said that its offline mode capabilities are limited. Most of the users who reviewed data integrations said that the tool handles large amounts of data seamlessly, though quite a few users said its compatibility with live connection data sources is limited to other SAP products. Reviewing functionality, a majority of users said that the tool is versatile and scalable to ensure a great end-to-end user experience, though some said that it needs more features, such as improved live data analytics. The solution does have its limitations, though. Around 85% of users who reviewed its performance said that it struggles at the enterprise level, though quite a few users said that it performs exceedingly well within the SAP ecosystem. A majority of the users who mentioned reporting said that the solution lacks automatic report distribution and broadcasting capabilities, though some said that it has excellent analytical and data-oriented report creation. Many users who discussed data management complained that the process for updating an existing data model needs a lot of rework, and that the solution needs more versatile modeling features. Overall, SAP Analytics Cloud is a planning tool with strong BI capabilities that brings the power of cloud computing to self-service data analysis for gaining actionable insights into business metrics.

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