Amazon Comprehend vs. IBM Cognos Analytics

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Amazon Comprehend
Score 7.5 out of 10
N/A
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. Amazon Comprehend uses machine learning to help uncover insights and relationships in unstructured data. The service identifies the language of the text; extracts key phrases, places, people, brands, or events; understands how positive or negative the text is; analyzes text using tokenization and parts of speech; and automatically organizes a collection of text…
$0
per unit
IBM Cognos Analytics
Score 8.2 out of 10
N/A
IBM Cognos is a full-featured business intelligence suite by IBM, designed for larger deployments. It comprises Query Studio, Reporting Studio, Analysis Studio and Event Studio, and Cognos Administration along with tools for Microsoft Office integration, full-text search, and dashboards.
$10
per month per user
Pricing
Amazon ComprehendIBM Cognos Analytics
Editions & Modules
Syntax Analysis
$0.00005
per unit
Key Phrase Extraction
$0.0001
per unit
Sentiment Analysis
$0.0001
per unit
Entity Recognition
$0.0001
per unit
Language Detection
$0.0001
per unit
Pll Detection
$0.0001
per unit
Event Detection Per Event Type
$0.003
per unit
On Demand - Standard
$10.00
per month per user
On Demand - Premium
$40.00
per month per user
Offerings
Pricing Offerings
Amazon ComprehendIBM Cognos Analytics
Free Trial
YesYes
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Community Pulse
Amazon ComprehendIBM Cognos Analytics
Top Pros

No answers on this topic

Top Cons
Features
Amazon ComprehendIBM Cognos Analytics
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Amazon Comprehend
-
Ratings
IBM Cognos Analytics
7.9
100 Ratings
3% below category average
Pixel Perfect reports00 Ratings8.591 Ratings
Customizable dashboards00 Ratings7.898 Ratings
Report Formatting Templates00 Ratings7.495 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Amazon Comprehend
-
Ratings
IBM Cognos Analytics
8.1
102 Ratings
0% above category average
Drill-down analysis00 Ratings8.0100 Ratings
Formatting capabilities00 Ratings8.1101 Ratings
Integration with R or other statistical packages00 Ratings7.870 Ratings
Report sharing and collaboration00 Ratings8.498 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Amazon Comprehend
-
Ratings
IBM Cognos Analytics
8.3
102 Ratings
0% below category average
Publish to Web00 Ratings8.327 Ratings
Publish to PDF00 Ratings8.796 Ratings
Report Versioning00 Ratings8.626 Ratings
Report Delivery Scheduling00 Ratings7.999 Ratings
Delivery to Remote Servers00 Ratings8.112 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Amazon Comprehend
-
Ratings
IBM Cognos Analytics
8.1
92 Ratings
1% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.187 Ratings
Location Analytics / Geographic Visualization00 Ratings8.284 Ratings
Predictive Analytics00 Ratings8.280 Ratings
Pattern Recognition and Data Mining00 Ratings8.019 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Amazon Comprehend
-
Ratings
IBM Cognos Analytics
8.3
97 Ratings
3% below category average
Multi-User Support (named login)00 Ratings8.494 Ratings
Role-Based Security Model00 Ratings8.393 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.293 Ratings
Report-Level Access Control00 Ratings8.422 Ratings
Single Sign-On (SSO)00 Ratings8.375 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Amazon Comprehend
-
Ratings
IBM Cognos Analytics
7.3
80 Ratings
9% below category average
Responsive Design for Web Access00 Ratings7.974 Ratings
Mobile Application00 Ratings7.365 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings8.271 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Amazon Comprehend
-
Ratings
IBM Cognos Analytics
7.5
59 Ratings
5% below category average
REST API00 Ratings7.256 Ratings
Javascript API00 Ratings7.555 Ratings
iFrames00 Ratings8.39 Ratings
Java API00 Ratings6.911 Ratings
Themeable User Interface (UI)00 Ratings7.110 Ratings
Customizable Platform (Open Source)00 Ratings7.87 Ratings
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Posit
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Score 9.9 out of 10
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User Ratings
Amazon ComprehendIBM Cognos Analytics
Likelihood to Recommend
10.0
(1 ratings)
8.1
(125 ratings)
Likelihood to Renew
-
(0 ratings)
9.7
(27 ratings)
Usability
-
(0 ratings)
8.0
(8 ratings)
Availability
-
(0 ratings)
8.6
(4 ratings)
Performance
-
(0 ratings)
9.0
(5 ratings)
Support Rating
-
(0 ratings)
10.0
(8 ratings)
In-Person Training
-
(0 ratings)
8.7
(4 ratings)
Online Training
-
(0 ratings)
8.0
(4 ratings)
Implementation Rating
-
(0 ratings)
7.0
(7 ratings)
Configurability
-
(0 ratings)
8.0
(2 ratings)
Ease of integration
-
(0 ratings)
7.3
(3 ratings)
Product Scalability
-
(0 ratings)
8.3
(3 ratings)
Vendor post-sale
-
(0 ratings)
7.0
(1 ratings)
Vendor pre-sale
-
(0 ratings)
7.0
(1 ratings)
User Testimonials
Amazon ComprehendIBM Cognos Analytics
Likelihood to Recommend
Amazon AWS
Specifically, it starts processing millions of documents in minutes by leveraging the power of machine learning without having trained models from scratch. If any of the content contains personally identifiable information not only can Amazon Comprehend locate it but it will also redact or mask it. Using NLP techniques Amazon Comprehend goes well beyond keyword search or rules-based tagging to accurately classify documents. For my task or development, I cannot find any difficulties with Amazon Comprehend.
Read full review
IBM
Our first and most basic scenario was to automatize the creation and publication/sharing of business reports that used to be created manually by employees throughout our organization. Using Cognos for that first use case worked well. The advanced analytics functionalities we used on the aggregated data were also as expected. However, the user interface is not always intuitive, and there is a steep learning curve, so I would recommend Cognos only to large organizations where there is a need for the most advanced functionalities (AI analysis/prediction).
Read full review
Pros
Amazon AWS
  • Amazon Comprehend identifies the language of the text and extracts Key-phrases, places, people, brands or events.
  • It can build a custom set of entities or text classification models that are tailored uniquely to the organisation's need
  • Amazon Comprehend's medical can be used to identify medical conditions, medications, dosages, strength and frequencies from sources like doctor's notes, clinical trial reports and patient health records. This service is very good and with well an accuracy or confidence score.
Read full review
IBM
  • We use the tool for data modeling as it helps in predictive data analysis for complex data, which is very similar to real-life scenarios.
  • Options of customizing & scheduling reports as per our requirements basis.
  • Has mobile application which works seamless.
Read full review
Cons
Amazon AWS
  • It will be great if Amazon Comprehend provide support specifically for litigation or related text documents to extract insights from it.
  • For REST API support using JAVA SDK, it will be great for developers if they provide support for testing without any credentials or account details.
  • Setting up for REST API integration can be as simple as possible.
Read full review
IBM
  • Sometimes there might be performance issues when dealing with large and complex data.
  • Although IBM provides full documentation but sometimes it's difficult to find answers to questions and connect with their customer support.
  • It relies on external tools for data cleaning, transformation and also for some integration tasks. It can also improve on providing wider range of data sources for integration.
Read full review
Likelihood to Renew
Amazon AWS
No answers on this topic
IBM
For an existing solution, renewing licenses does provide a good return on investment. Additionally, while rolling out scorecards and dashboards with little adhoc capabilities, to end users, cognos is very easily scalable. It also allows to create a solution that has a mix of OLAP and relational data-sources, which is a limitation with other tools. Synchronizing with existing security setup is easy too.
Read full review
Usability
Amazon AWS
No answers on this topic
IBM
We have a strong user base (3500 users) that are highly utilizing this tool. Basic users are able to consume content within the applied security model. We have a set of advanced users that really push the limits of Cognos with Report and Query Studio. These users have created a lot of personal content and stored it in 'My Reports'. Users enjoy this flexibility.
Read full review
Reliability and Availability
Amazon AWS
No answers on this topic
IBM
Reports can typically be viewed through any browser that can access the server, so the availability is ultimately up to what the company utilizing it is comfortable with allowing, though report development tends to be more picky about browsers and settings as mentioned above. It also has an optional iPad app and general mobile browsing support, but dashboards lack the mobile compatibility. What keeps it from getting a higher score is the desktop tools that are vital to the development process. The compatibility with only Windows when the server has a wide range of compatibility can be a real sore point for a company that outfits its employees exclusively with Mac or Linux machines. Of course, if they are planning on outsourcing the development anyways, it's a rather moot point
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Performance
Amazon AWS
No answers on this topic
IBM
Overall no major complaints but it doesn't handle DMR (Dimensionally Modeled for Relational) very well. DMR modelling is a capability that IBM Cognos Framework Manager provides allowing you to specify dimensional information for relational metadata and allows for OLAP-style queries. However, the capability is not very efficient and, for example, if I'm using only 2 columns on a 20-column model, the software is not smart enough to exclude 18 columns and the query side gets progressively larger and larger until it's effectively unusable.
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Support Rating
Amazon AWS
No answers on this topic
IBM
Why is their web application not working as fast as you think it should? They never know, and it is always a a bunch of shots in the dark to find out. Trying to download software from them is like trying to find a book at the library before computers were invented.
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In-Person Training
Amazon AWS
No answers on this topic
IBM
Onsite training provided by IBM Cognos was effective and as expected. They did not perform training with our data which was a bit difficult for our end-users.
Read full review
Online Training
Amazon AWS
No answers on this topic
IBM
The online courses they offer are thorough and presented in such a way that someone who isn't already familiar with the general design methodologies used in this field will be capable of making a good design. The training environments are provided as a fully self contained virtual machine with everything needed already to create the environments. We've had some persisting issues with the environments becoming unavailable, but support has been responsive when these issues arise and straightening them out for us
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Implementation Rating
Amazon AWS
No answers on this topic
IBM
Make sure that any custom tables that you have, are built into your metadata packages. You can still access them via SQL queries in Cognos, but it is much easier to have them as a part of the available metadata packages.
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Alternatives Considered
Amazon AWS
For natural language processing tasks or techniques, there are many service providers out there in the market such as Azure Cloud Services, IBM Watson and Google Cloud Platform (GCP), but compared with them, Amazon Comprehend is the best service provider in contents of accuracy, speed of processing multilingual text, supporting SDK for most of the languages and well documented.
Read full review
IBM
In the past Management had used Excel and Workiva capabilities to create the reporting dashboards that were being used to make decisions. Since switching to IBM Cognos Analytics the Company has been much more efficient and decision making has been streamlined. IBM Cognos Analytics was chosen due to its reputation and data visualization capabilities and neither have been wrong.
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Scalability
Amazon AWS
No answers on this topic
IBM
The Cognos architecture is well suited for scalability. However, the architecture must be designed with scalability in mind from day one of the implementation. We recently upgraded from 10.1 to 10.2.1 and took the opportunity to revamp our architecture. It is now poised for future growth and scalability.
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Return on Investment
Amazon AWS
  • It supports better and accurately as compared with our existing or old implementations. So, we fulfil our needs as per clients' requirements and it will help to grow or improve client satisfaction.
  • For these specific requirements, we do not require any machine learning engineers or related professionals to hire in our organisation.
  • None of any negative sides can be affected our business or distract existing clients.
Read full review
IBM
  • High ROI with well designed solutions. Supported by scalable deployment, robust security model and ability to create valuable content.
  • High ROI where well designed data models can be deployed with a common metadata layer to a variety of users and use cases.
  • High ROI in an environment that includes a variety of vendors and best of breed products within the overall platform
Read full review
ScreenShots