Compare Databricks vs Amplitude vs Mixpanel

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Crozscore:

84%
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52%
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Crozscore:

88%
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90%
49%
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Crozscore:

88%
what is this?
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Databricks screenshot view 5 more Amplitude screenshot view 2 more Mixpanel screenshot view 3 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:

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.

Software Description:

Mixpanel is a custom event based analytics programme for mobile and web. The app allows users to go much further than measuring their site’s page views by reporting on visitor actions, not views.

Mixpanel is able to ask complex questions by breaking apart events (interactions between people and product) by the properties wanting to be explored. Questions such as, ‘which Google Adwords campaign gives us the most paying users?’ can be explored.

Mixpanel can help businesses to increase conversions by locating where customers are lost at any stage in a process, and run experiments to fix issues that are discovered.

Features:

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

Features:

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

Features:

  • Data Visualization
  • Scheduling

Summary:

  • Databricks runtime

  • Interactive exploration

  • Collaboration

  • Visualization

  • Notebook workflows

  • Notification and logs

  • Role based access control

  • Integrated identity management

  • Auditing

  • Compliance

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

Summary:

  • Advanced analytics without programmers: Mixpanel’s segmentation tool simplifies queries by visualising the questions users are wanting to ask. No more need to write technical SQL queries.

  • Use funnels to increase conversions: Identify where customers are being lost and run experiments to fix these issues.

  • Cohorts: Group customers into cohorts when they sign up to get the full picture on the effects of any changes being made.

  • Online help, tutorials and support: Gain advice from experts to get data-driven quickly.

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

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:

    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.

FAQs:

    No FAQs associated with this application.

Publisher:

Founded:
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Based in:
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Employees:
-
Likes:
Followers:

Publisher:

Founded:
-
Based in:
-
Employees:
-
Likes:
Followers:

Publisher:

Founded:
2009
Based in:
San Francisco
Employees:
51-200
Likes:
28.1k
Followers:
19.5k

Other:

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

Other:

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

Other:

Regional Restrictions:
No restrictions.
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