Compare Databricks vs Heap vs Amplitude

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Databricks screenshot view 5 more Heap screenshot view 5 more Amplitude screenshot view 2 more

Software Description:

Databricks is the solution that combines data science, engineering, and business to use the power of AI within a genuinely unified approach to data analytics. The solution is powered by Apache Spark, which is a completely open-source platform, hosted at the vendor-independent Apache Foundation.

Main users of Databricks are mostly used by data scientists and engineers in medium-sized and large enterprises, belonging to energy and utilities, financial services, advertising, and marketing industries. With this service, users can unify their analytics operations, streamline workflows, increase the productivity of data teams, reduce risk, optimize I/O performance, and many more. It also offers a collaborative workspace, so data teams are able to create data pipelines, test machine learning models, and provide insights to the business via the same platform.

When it comes to security, there are following solutions: role-based access management, identity management, data encryption, compliance standards support, and severe auditing. Databricks is used with the support of Microsoft Azure and Apache Spark.

Software Description:

Heap is a solution developed primarily for medium and enterprise businesses that need to measure users' action on a web or mobile app. It automatically captures every customer touchpoint, like clicks, taps, swipes, and page views.

Right after installation, Heap starts gathering every user action automatically. It offers a very powerful analysis feature, that captures every visitor's interaction with the website, literally getting every clicks. This way, website and mobile apps owners get real-time data that can be used for better understanding of user flow and dropoff.

There are custom properties that can be attributed to visitors, repeated across sessions, so visitors can be tagged with email addresses, total revenue, payment plans. You can search for a specific visitor, to analyze their historical actions, and assign them to a specific tag. This way, you can measure conversion and set funnel filters.

Software Description:

Amplitude is a web and mobile analytics solution, that enables marketers to get data from the ‘behavioural layer’. It provides individual data points to get all relevant information about users' activities on the web.

Companies can better understand how users are navigating their application, in order to answer questions about further development strategy. It also features real-time analytics, cross-platform tracking, high-level security and customer support.

This software helps organizations target potential clients and examine funnels, get better retention, and increase revenue. Amplitude is developed for product teams which want to get several levels deeper analytics and find actionable insights to strategize their product development.

Features:

  • 2-Factor Authentication
  • Data Import
  • Data Export
  • External Integrations
  • API
  • Notifications
  • Analytics
  • Dashboard
  • Data Visualization

Features:

  • API
  • Keyword Tracking
  • Dashboard
  • Conversion Tracking
  • External Integrations
  • Data Visualization
  • Analytics

Features:

  • Multi-App
  • Data Visualization
  • Conversion Tracking
  • External Integrations
  • Data Import
  • Notifications
  • Multi-User
  • A/B Testing
  • Dashboard
  • Data Export
  • API
  • Analytics

Summary:

  • Databricks runtime

  • Interactive exploration

  • Collaboration

  • Visualization

  • Notebook workflows

  • Notification and logs

  • Role based access control

  • Integrated identity management

  • Auditing

  • Compliance

Summary:

  • Data Capture

  • Custom User Property Assignment

  • Custom Event Tracking

  • Real-Time Insights

  • Direct Data Access

  • Event Visualizer

  • Conversion Funnel Creation

  • Retention Reporting

  • Retroactive Stats

  • User-Level Activity Streams

Summary:

  • Real-Time Reporting

  • Hourly Segmentation

  • Data and Graph Annotations

  • Unlimited Data History & User Accounts

  • Powerful Behavioral Reports

  • Custom Data Volume

  • Custom SLAs & Packages

  • Dashboard Email Reporting

  • Team-Based Permissions

  • A/B Testing Integrations

Databricks for Data engineering workloads

$0.20
per Databricks unit plus Amazon Web Services costs
Included in plan:
  • Apache Spark
  • Databricks I/O
  • Databricks jobs
  • Databricks operational security package

Databricks for Data analytics workloads

$0.40
per Databricks unit plus Amazon Web Services costs
Included in plan:
  • Databricks interactive clusters
  • Databricks workplace

Basic

Free
Included in plan:
  • Every Analysis Feature
  • 5,000 Sessions per Month
  • Email Support
  • 3 Month Data Retention

Free

Free
Included in plan:
  • Unlimited User Accounts
  • Core Analytics
  • Unlimited Data History
  • Up to 10 million User Actions (Per Month)
  • Upgrade Path to Custom Data Volume Plans

Enterprise

$995.00
Monthly Subscription
Included in plan:
  • Powerful Behavioral Reports
  • Dedicated Customer Success
  • Implementation Support
  • Advanced Security & Compliance
  • Custom Data Volume
  • Custom SLAs & Packages

FAQs:

    What are some applications this service is commonly used in tandem with?
  • It is mostly used together with Microsoft Azure and Apache Spark.

  • Does this service offer an API?
  • Yes, it offers an API.

  • Does this service integrate with any other apps?
  • Integrations: Looker, Amazon Redshift, Tableau, Talend, Amazon Kinesis, Alteryx, MnigoDB, TIBC Spotfire, Pentaho, Cassandra, and Redis.

  • Who are the main user groups of this service?
  • Databricks are mostly used by data scientists and engineers in medium-sized and large enterprises, belonging to energy and utilities, financial services, advertising, and marketing industries.

  • What platforms does this service support?
  • Databricks is designed native to the cloud and on top of the propriety platform which allows its runtime to optimize Apache Spark.

  • Does this service offer guides, tutorials and or customer support?
  • Support: Knowledge Base, Online Support, Training, Webinars, and Videos.

  • What is this service generally used for?
  • This service is generally used as a unified data analytic solution.

FAQs:

    What platforms does this service support?
  • This is a web-based software, with native iOS app offered.

  • Does this service offer multi-user capability (e.g. teams)?
  • No.

  • Who are the main user groups of this service?
  • Users of Heap are companies who find data should drive decision-making, from the smallest startups to companies like Zendesk, Macy's, and Slack.

  • What is this service generally used for?
  • Heap is a web and mobile analytics platform.

  • Does this service offer guides, tutorials and or customer support?
  • Heap offers FAQs, Knowledge Base, Online Support, Email Support, Phone Support.

  • Does this service integrate with any other apps?
  • Integrations: Chartio, Clearlogin, Segment, Flamory, GitHub, Optimizely, Chameleon, Instapage.

  • Does this service offer an API?
  • There are two primary APIs for enriching user data in Heap: the identify API and the addUserProperties API.

FAQs:

    Does this service offer an API?
  • Yes, Amplitude offers the HTTP API.

  • Does this service offer multi-user capability (e.g. teams)?
  • Yes.

  • What are some applications this service is commonly used in tandem with?
  • This service is mostly used in tandem with marketing automation applications.

  • Does this service offer guides, tutorials and or customer support?
  • Support: Knowledge Base, Online Support.

  • Does this service integrate with any other apps?
  • Integrations: Adjust, appboy, AppsFlyer, branch, Chartio, Kahuna, Kochava, Looker, mparticle, Tune, Mode, Optimizely, Outbound, Periscope, Tableau, Tenjin, Urban Airship.

  • What is this service generally used for?
  • This service is used for web and mobile analytics.

  • What platforms does this service support?
  • This is a web-based platform.

  • Who are the main user groups of this service?
  • Users of Amplitude are SMEs and large enterprises.

Publisher:

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Likes:
Followers:
24.9k

Publisher:

Founded:
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Employees:
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Likes:
Followers:
3.1k

Publisher:

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Other:

Who uses Databricks
  • SMEs
  • Enterprises
Desktop Platforms:
  • Web App
Languages:
English
Regional Restrictions:
No restrictions.

Other:

Who uses Heap
  • SMEs
  • Enterprises
Desktop Platforms:
  • Web App
Mobile Platforms:
  • iOS
Languages:
English
Regional Restrictions:
No restrictions.

Other:

Who uses Amplitude
  • SMEs
  • Enterprises
Desktop Platforms:
  • Web App
Languages:
English
Regional Restrictions:
No restrictions.
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