Qubole vs Cumul.io Comparison

85% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Qubole

Business Intelligence Software

4.2 432 user ratings

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89% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Cumul.io

Business Intelligence Software

4.7 86 user ratings

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Overview

Description

The enterprise-grade data processing engines used by Qubole, a fully self-service multi-cloud data platform, include Apache Spark, Presto, Hive, Quantum, Airflow, and more. To reduce administrative burden, it automatically configures, manages, and optimises cloud resources while balancing cost, workloads, and performance requirements. It employs a multi-layer strategy to safeguard the availability, confidentiality, and integrity of consumer information. It provides the industry's most cutting-edge big data financial governance. It has a vast list of features such as - Construction of machine learning models, Faster Data Scientific model development, deployment, and iteration can be accelerated by: Trial Monitoring, Front end tool integrations out of the box include RStudio, H2O.ai, and Data robot, Schedulers and Airflow-anchored End-to-End Workflows, Managed Notebooks - Offline (Serverless) Editing. One of its most beneficial features is Automated Infrastructure Provisioning - automatically reduce costs while accommodating an increase in concurrent users without affecting performance. No matter how many users or model versions there are, the management overhead should be almost nil. Automatically scale up or down to accommodate all workloads at any given time. Ecosystem partners like Rstudio, Google Cloud, Amazon SageMaker. Read more

Cumul.io can be used to translate a variety of business data into an easy to use yet informative reporting dashboard within minutes. The software gets an intuitive drag and drop editor of its own, which can be used by the customer management teams to monitor individual dashboards from start till the end. Moreover, companies can also allow their end-users to get a customisable dashboard of their own, up and running in no time. Brands are allowed to add in their own styling options, multiple languages and optimisation facilities. Cumul.io also lets users leverage their own SaaS platform or proceed with an out of the box reporting portal of their own, which is as easy as managing Google Tag Manager. Moreover, inbuilt API helps with real-time triggers and a dashboard generation process on the fly. The end-users are allowed to be in full control of business-relevant data, besides proceeding forward to get actions stimulated with the click of a button. For marketing, logistics, events, HR, government, education, real estate and construction companies Cumul.io is of great help. Read more

Pricing Options

Free Trial Available
Starts at $0.14. Offers Free-forever plan.

Free Trial Available
Starts at $995.00. Offers Custom plan.

SW Score & Breakdown

85% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Features The Feature Score % is calculated using the weighted average method, where core features hold more weight in the final calculation. Read more

84%
Reviews

82%
Momentum

64%
Popularity

80%

89% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Features The Feature Score % is calculated using the weighted average method, where core features hold more weight in the final calculation. Read more

100%
Reviews

77%
Momentum

65%
Popularity

78%

Features

Total Features	5 Features	10 Features
Common Features for All	Ad hoc Analysis A statistical model, analytical report or any other type of data summary particularly designed to answer a single, specific business question. Ad hoc Query Helps in answering a query as and when it arises Ad hoc Reports Creates impromptu reports as and when the occasion requires Benchmarking Setting up standards and targets for your team and team members, so that they are performing at their best Dashboard A digital insight of reports and other workings on a single screen Data Analysis Helps in analyzing stored raw data and converting them into useful reports Key Performance Indicators Evaluating and measuring the performance of the business which will help you make informed decisions and correcting past mistakes Profitability Analysis Forecasting the profitability of any particular proposal or optimizing the profitability of an existing project Strategic Planning Defining future strategy or direction based on well-detailed reports and forecasts. Trend Indicators Helps you in understanding the present situation and where your business is heading so that you can make decisions accordingly. + 2 More - Show Less	Ad hoc Analysis A statistical model, analytical report or any other type of data summary particularly designed to answer a single, specific business question. Ad hoc Query Helps in answering a query as and when it arises Ad hoc Reports Creates impromptu reports as and when the occasion requires Benchmarking Setting up standards and targets for your team and team members, so that they are performing at their best Dashboard A digital insight of reports and other workings on a single screen Data Analysis Helps in analyzing stored raw data and converting them into useful reports Key Performance Indicators Evaluating and measuring the performance of the business which will help you make informed decisions and correcting past mistakes Profitability Analysis Forecasting the profitability of any particular proposal or optimizing the profitability of an existing project Strategic Planning Defining future strategy or direction based on well-detailed reports and forecasts. Trend Indicators Helps you in understanding the present situation and where your business is heading so that you can make decisions accordingly. + 7 More - Show Less

Technical Details

Organization Types Supported	Not available	Large Enterprises Medium Business Small Business
Platforms Supported	Not available	SaaS/Web/Cloud
Modes of Support	Not available	Online
API Support		Available

Reviews & Ratings

User Rating	4.2/5 432 user ratings	4.7/5 86 user ratings
Rating Distribution	Excellent 39.4% Very Good 46.3% Average 10.2% Poor 1.4% Terrible 2.8%	Excellent 69.8% Very Good 27.9% Average 2.3% Poor 0% Terrible 0%
User Sentiments	Easy to Use Interface, Extensive Big Data Tool Integration, Fast Data Processing, Excellent Customer Support Unstable Notebook Functionality, Occasional Slow Performance, Lack of Advanced Visualization Tools, Occasional Software Bugs	Ease of use, Excellent Customer Support, Extensive Integrations, Seamless Embedding Limited Customization Options, Limited Chart Types, Occasional Bugs, Steep Learning Curve
Review Summary	Qubole garners positive feedback for its user-friendly interface, ease of use, and the ability to efficiently handle large datasets. Users appreciate its scalability, flexibility, and support for various data sources and formats. The platform's data processing capabilities and machine learning integration are also praised. However, some reviewers express concerns regarding its pricing and occasional performance issues. Additionally, the need for technical expertise for certain tasks and the complexity of some features are mentioned as areas for improvement.	Cumul-io garners positive feedback from users for its robust data integration capabilities, ease of use, and excellent customer support. Many reviewers highlight its ability to seamlessly connect various data sources and automate data transfer processes. Its user-friendly interface and intuitive design are also widely appreciated, enabling users to easily configure and manage data integrations. Furthermore, reviewers commend Cumul-io's responsive and knowledgeable support team for promptly addressing queries and providing valuable assistance.
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Pricing

Pricing Options	Free Trial Available Starts at $0.14. Offers Free-forever plan.	Free Trial Available Starts at $995.00. Offers Custom plan.
Pricing Plans Monthly Plans Annual Plans	Free Test Drive Free Qubole Data Platform - Enterprise Edition $0.14 $0.14	Basic $995.00 $1,195.00 per month Professional $1,935.00 $2,325.00 per month Elite $2,695.00 $3,245.00 per month Enterprise Custom
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