Databricks VS AMPPS

Compare Databricks VS AMPPS and see what are their differences

Rating: 0 reviews
Pricing: Open source

Alternatives Is it good?

Rating: 0 reviews
Pricing: Freemium $49 / Annually

Alternatives Is it good?

Data Analytic System

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Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Databricks should be more popular than AMPPS. It has been mentioned 18 times since March 2021.

social mentions: 18 vs 3
Data Dashboard popularity: 100% vs 0%
alternatives listed: 240+ vs 129

Base details

Website, pricing, platforms and company facts side by side.

	Databricks	AMPPS
Website	databricks.com	ampps.com
Pricing	Open source Official pricing	Freemium $49 / Annually Official pricing
Platforms	—	Mac OSX Windows
Company	—	2021
Listed in	Data Science Data Dashboard Database Tools Big Data Analytics +1	Web And Application Servers Development Tools Web Servers Development +1

About Databricks and AMPPS

In their own words, as submitted to SaaSHub.

Databricks

AMPPS

No description of Databricks yet.

AMPPS is a bloat-free local development stack with PHP, MySQL, Apache and Softaculous.AMPPS supports all the latest versions of PHP, Apache and MySQL. Installing and updating these packages is just one click. Softaculous auto installer is also included with AMPPS which enables you to install 380+...

Features and specs

What each product offers, as listed by its team.

Databricks 6 features

AMPPS 12 features

Unified Data Analytics Platform
Databricks integrates various data processing and analytics tools, offering a unified environment for data engineering, machine learning, and business analytics. This integration can streamline workflows and reduce the complexity of data management.
Scalability
Databricks leverages Apache Spark and other scalable technologies to handle large datasets and high computational workloads efficiently. This makes it suitable for enterprises with significant data processing needs.
Collaborative Environment
The platform offers collaborative notebooks that allow data scientists, engineers, and analysts to work together in real-time. This enhances productivity and fosters better communication within teams.
Performance Optimization
Databricks includes various performance optimization features such as caching, indexing, and query optimization, which can significantly speed up data processing tasks.
Support for Various Data Formats
The platform supports a wide range of data formats and sources, including structured, semi-structured, and unstructured data, making it versatile and adaptable to different use cases.
Integration with Cloud Providers
Databricks is designed to work seamlessly with major cloud providers like AWS, Azure, and Google Cloud, allowing users to easily integrate it into their existing cloud infrastructure.

Possible disadvantages

Cost
Databricks can be expensive, especially for large-scale deployments or high-frequency usage. It may not be the most cost-effective solution for smaller organizations or projects with limited budgets.
Complexity
While powerful, Databricks can be complex to set up and manage, requiring specialized knowledge in Apache Spark and cloud infrastructure. This might lead to a steeper learning curve for new users.
Dependency on Cloud Providers
Being heavily integrated with cloud providers, Databricks might face issues like vendor lock-in, where switching providers becomes difficult or costly.
Limited Offline Capabilities
Databricks is primarily designed for cloud environments, which means offline or on-premise capabilities are limited, posing challenges for organizations with strict data governance policies.
Resource Management
Efficiently managing and allocating resources can be challenging in Databricks, especially in large multi-user environments. Mismanagement of resources could lead to increased costs and reduced performance.

Lightweight - Install apps as per your needs
Latest PHP versions - One click install and update
Domain Management - Add unlimited addon/parked/alias domains
Database management
Enable/Disable PHP extensions
Manage Apache Configuration
Start, Stop, Restart Apache and MySQL services
WordPress Manager - Manage plugins, themes, auto login, WordPress core updates, plugins and themes updates, debug mode
Backups - Local, Dropbox, Google Drive, OneDrive, AWS S3, FTP, FTPS and SFTP
Clone and Staging
Remote Import
400+ apps

Analysis

An editorial look at what each product does well and who it suits.

Databricks

AMPPS

No analysis of Databricks yet.

Overall verdict

AMPPS is generally a good choice for developers who need a comprehensive local server solution. It is praised for its ease of use and convenience, though some users might find its resource usage to be higher compared to other lightweight solutions.

Why this product is good

AMPPS is considered beneficial because it provides an extensive local development stack for developers. It includes all necessary components like Apache, MySQL, MongoDB, PHP, Perl, and Python in a single package, which makes setting up a development environment straightforward and efficient. Additionally, it supports a wide variety of applications and offers an easy-to-use interface for managing databases and development projects.

Recommended for

Web developers who require a full-featured local development stack.
Students and educators involved in web development training.
Freelancers and small teams who need a simple, all-in-one development environment.
Those who prefer managing development environments through a graphical user interface.

Videos

Walkthroughs and reviews on video.

Databricks 3 videos + Add

AMPPS 3 videos + Add

Introduction to Databricks

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100

Databricks

AMPPS

100% 100%

Data Dashboard

0% 0%

Web And Application Servers

100% 100%

Big Data Analytics

0% 0%

Web Servers

100% 100%

Questions & Answers

As answered by people managing Databricks and AMPPS.

What makes your product unique?

AMPPS's answer:

AMPPS is a bloat-free stack so you only install the apps that you want to install.

Why should a person choose your product over its competitors?

AMPPS's answer:

You can install from a long list of PHP versions available. You can switch PHP versions with a click. You can also install new PHPs when they are released or upgrade the existing PHPs, Apache, MySQL to the latest version with a click.

How would you describe the primary audience of your product?

AMPPS's answer:

If you are a developer who use any of the following technologies then you can use AMPPS : - PHP - Apache - MySQL - MongoDB

User comments

Share your experience with using Databricks and AMPPS. For example, how are they different and which one is better?

Reviews and articles

External articles and on-site reviews we used to compare the two products.

Databricks no reviews yet

AMPPS no reviews yet

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
lakefs.io · Sep 2023

Databricks notebooks are a popular tool for developing code and presenting findings in data science and machine learning. Databricks Notebooks support real-time multilingual coauthoring, automatic versioning, and...
7 best Colab alternatives in 2023
deepnote.com · May 2023

Databricks is a platform built around Apache Spark, an open-source, distributed computing system. The Databricks Community Edition offers a collaborative workspace where users can create Jupyter notebooks. Although it...
Top 5 Cloud Data Warehouses in 2023
www.shipyardapp.com · Jan 2023

Jan 11, 2023 The 5 best cloud data warehouse solutions in 2023Google BigQuerySource: https://cloud.google.com/bigqueryBest for:Top features:Pros:Cons:Pricing:SnowflakeBest for:Top features:Pros:Cons:Pricing:Amazon...

Best XAMPP Alternatives for Website Development in 2024
instawp.com · Jan 2024

The last alternative to XAMPP on our list is AMPPS available for Windows, MacOS, and Linux. AMPPS provides a complete local setup for WordPress site development. With its versatility across multiple operating systems,...
8 Best MAMP Alternatives (Definitive List)
kinsta.com · Sep 2023

The free version of AMPSS doesn’t limit the number of local websites that you can set up. However, that version doesn’t come with AMPPS’ built-in WordPress manager tool. This feature helps you manage multiple...
13 Best XAMPP Alternatives
thetechtian.com · Jun 2022

Most AMPPS servers offer similar features as shared hosting plans from companies like HostGator or DreamHost without requiring you to pay a monthly fee. If you don’t have your server, many hosts offer great packages...

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Databricks 18 mentions

AMPPS 3 mentions

Platform Engineering Abstraction: How to Scale IaC for Enterprise
Vendors like Confluent, Snowflake, Databricks, and dbt are improving the developer experience with more automation and integrations, but they often operate independently. This fragmentation makes standardizing multi-directional... - Source: dev.to / almost 2 years ago
dolly-v2-12b
Dolly-v2-12bis a 12 billion parameter causal language model created by Databricks that is derived from EleutherAI’s Pythia-12b and fine-tuned on a ~15K record instruction corpus generated by Databricks employees and released under a... Source: over 3 years ago
Clickstream data analysis with Databricks and Redpanda
Global organizations need a way to process the massive amounts of data they produce for real-time decision making. They often utilize event-streaming tools like Redpanda with stream-processing tools like Databricks for this purpose. - Source: dev.to / about 4 years ago

Best MAMP Alternatives in 2025
AMPPS is available for both Windows and MacOS, offering a straightforward setup for WordPress site development. Its versatility across different platforms makes it a convenient and flexible choice for developers. Furthermore, this tool... - Source: dev.to / almost 2 years ago
Form data from form page isn't submitted to the database, how can I fix this issue?
It should have generated a log file, though. If it didn't then you need to make sure you actually restarted everything. I'd also consider switching to something like Ampps and see if that helps. Source: almost 4 years ago
How to install WordPress
Some web hosting providers offer a Softaculous auto-installer that simplifies WordPress installation to the smallest. - Source: dev.to / about 5 years ago

Alternatives to Databricks and AMPPS

When comparing Databricks and AMPPS, you can also consider the following products.

Google BigQuery
A fully managed data warehouse for large-scale data analytics.

Compare Google BigQuery to Databricks or AMPPS:

Google BigQuery vs Databricks Google BigQuery vs AMPPS
XAMPP
XAMPP is a free and open-source cross-platform web server that is primarily used when locally developing web applications.

Compare XAMPP to Databricks or AMPPS:

XAMPP vs Databricks XAMPP vs AMPPS
Jupyter
Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

Compare Jupyter to Databricks or AMPPS:

Jupyter vs Databricks Jupyter vs AMPPS
MAMP
MAMP is the abbreviation for Macintosh, Apache, MySQL, and PHP. It is a reliable application with its four components that allows you to access the local PHP server as well as the database server (SQL).

Compare MAMP to Databricks or AMPPS:

MAMP vs Databricks MAMP vs AMPPS
Looker
Looker makes it easy for analysts to create and curate custom data experiences—so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

Compare Looker to Databricks or AMPPS:

Looker vs Databricks Looker vs AMPPS
EasyPHP
EasyPHP installs a portable local WAMP server including the server-side scripting language: PHP 5, the web Server: Apache 2, the SQL Server: MySQL 5, a database manager: PhpMyAdmin and others development tools.

Compare EasyPHP to Databricks or AMPPS:

EasyPHP vs Databricks EasyPHP vs AMPPS