Databricks Lakehouse Platform vs Anypoint Platform

Likelihood to Recommend

Databricks has helped my teams write PySpark and Spark SQL jobs and test them out before formally integrating them in Spark jobs. Through Databricks we can create parquet and JSON output files. Datamodelers and scientists who are not very good with coding can get good insight into the data using the notebooks that can be developed by the engineers.

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Verified User

Team Lead in Engineering

Financial Services Company, 10,001+ employees

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You can empower your business with the process, experience, and system APIs. This also tends to simplify API management because they are segregated into the three groups and provide an additional layer of security. Anypoint is very effective at quickly exposing critical data to web apps, connected devices, vendor systems, and mobile devices in a secure way. It's also great for situations where you need to throttle access or requests to certain systems. The template development approach makes it easy to build reusable services across multiple points of integration.

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Alex S

Cloud Solutions Administrator

Chartered BankFinancial Services, 201-500 employees

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Feature Rating Comparison

Databricks Lakehouse Platform

Anypoint Platform

Pre-built connectors

Connector modification

Support for real-time and batch integration

Data quality services

Data security features

Monitoring console

Pros

It supports all data science programming languages like Python and R
it takes very few minutes to deploy models into production
it has tools that ensures collaborations between developers

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Kofi Joshua

Machine Learning And Deep Learning Mentee

Runmila AI InstituteEducation Management, 201-500 employees

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API Manager provides easy API Policy Governance. You do not have to manage multiple platforms for managing the policies.
Supports hybrid Mule EBS environments. You can configure both CouldHub-based and on-premise-based API using Mulesoft API manager in a similar manner.
It's very easy to implement API proxy.
User friendly UI.
Single platform to manage all.

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Deepak Kushwaha

Tech Arch Sr. Analyst

Accenture AustraliaInformation Technology and Services, 10,001+ employees

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Cons

Better Localized Testing
When they were primarily OSS Spark; it was easier to test/manage releases versus the newer DB Runtime. Wish there was more configuration in Runtime less pick a version.
Graphing Support went non-existent; when it was one of their compelling general engine.

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Verified User

Director in Information Technology

Financial Services Company, 201-500 employees

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Mulesoft has tons of capabilities however where I see it's lacking is usability, it's tough to set-up Anypoint Studio on local machines. Though flow designer is an alternate to that, however, it has very limited capabilities and it's extremely tough to build integrations there for business users.
Very expensive and no pay as you go model.

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Verified User

Team Lead in Information Technology

Financial Services Company, 10,001+ employees

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Usability

Databricks Lakehouse Platform 9.0

Based on 1 answer

This has been very useful in my organization for shared notebooks, integrated data pipeline automation and data sources integrations. Integration with AWS is seamless. Non tech users can easily learn how to use Databricks. You can have your company LDAP connect to it for login based access controls to some extent

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Verified User

Team Lead in Engineering

Financial Services Company, 10,001+ employees

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Anypoint Platform 8.0

Based on 1 answer

simple and easy graphics and containers helps developers to write complex flows

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Federica Bianco

Integration architect

NTT DATA ItaliaInformation Technology and Services, 10,001+ employees

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Support Rating

No score

No answers yet

No answers on this topic

Anypoint Platform 6.8

Based on 8 answers

Anypoint Platform support is very responsive. There is also a huge knowledge base and an active online forum where answers to most questions can be found. When needed support engages the engineering group so adequate solutions or workarounds are always provided.

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Verified User

Engineer in Information Technology

Computer Software Company, 201-500 employees

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Alternatives Considered

I also use Microsoft Azure Machine Learning in parallel with Databricks. They use different file formats which teach me to be flexible and able to write different programs. They are equally useful to me and I would like to master both platforms for any future usage. I do prefer Databricks because it could be free if I decided to go with the Databricks Community Edition only.

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Ann Le

Freelance Translator

ZOO Digital Group plcEntertainment, 501-1000 employees

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The main problem with this software is the different connector type that is used for different protocols except for a different SAP connector. There is only one connector called SAP. It will be great if there will have a different connectors like idoc, RFC, proxy, etc.

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Nikhil Kohli

Service Delivery Lead

StrykerMedical Devices, 10,001+ employees

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Return on Investment

Rapid growth of analytics within our company.
Cost model aligns with usage allowing us to make a reasonable initial investment and scale the cost as we realize the value.
Platform is easy to learn and Databricks provides excellent support and training.
Platform does not require a large DevOPs investment

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Verified User

Strategist in Engineering

Computer Hardware Company, 10,001+ employees

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Mulesoft can be used to provide an integration platform to a large number of systems like Salesforce, ODBC, JDBC, SAP, Mongo DB, etc.
An excellent option to develop microservices and real-time integrations.
Not as robust in handling large data volumes, Informatica is better in that respect.

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Nikhil Kohli

Service Delivery Lead

StrykerMedical Devices, 10,001+ employees

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Pricing Details

General

Free Trial

—

Free/Freemium Version

—

Premium Consulting/Integration Services

—

Entry-level set up fee?

No

Databricks Lakehouse Platform Editions & Modules

Edition

Standard	$0.07¹
Premium	$0.10¹
Enterprise	$0.13¹

Per DBU

Additional Pricing Details

—

General

Free Trial

Yes

Free/Freemium Version

Yes

Premium Consulting/Integration Services

—

Entry-level set up fee?

No

Anypoint Platform Editions & Modules

—

Additional Pricing Details

—

Rating Summary

Databricks Lakehouse Platform

Anypoint Platform

Databricks Lakehouse Platform

Anypoint Platform

Databricks Lakehouse Platform

Anypoint Platform

Databricks Lakehouse Platform

Anypoint Platform

Databricks Lakehouse Platform vs Anypoint Platform