Compare Databricks vs Amplitude vs Segment

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84%
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52%
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Crozscore:

88%
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90%
50%
interest rising

Crozscore:

86%
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100%
55%
interest rising
Databricks screenshot view 5 more Amplitude screenshot view 2 more Segment screenshot

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:

From startups to the Fortune 500, thousands of companies use Segment as their customer data hub. We believe that making customer data a joy to work with is a design and abstraction problem. Segment is made for people who want to build incredible products and experiences, and who constantly strive to learn and improve.

Segment's customer data hub is a single platform that collects, stores and routes data to hundreds of business tools with the flip of a switch. Our goal is to make using data easy.

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:

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:

  • Power all of your tools with the same customer data: Leverage the power of hundreds of tools when you use Segment as your customer data hub.

  • Query your data in SQL: Track data with Segment. Query in Amazon Redshift. It's that easy.

  • Take your data with you: Want to try a new tool? Replay your historical data, so it's like you've been using that vendor all along.

  • Send data from anywhere: You can send data to Segment from any device – from smartwatches to iBeacons, point-of-sale registers and more.

  • Instantly install analytics for ecommerce: If you're using a major ecommerce platform, you can install Segment with zero code.

  • Collaborate across your team: Organizations allow you to group together projects — like your website, iOS and Android apps — under one account.

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

Publisher:

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

Publisher:

Founded:
2012
Based in:
San Francisco
Employees:
51-200
Likes:
9.62k
Followers:

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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