Software Alternatives, Accelerators & Startups

Databricks VS Airbyte

Compare Databricks VS Airbyte and see what are their differences

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

Airbyte logo Airbyte

Replicate data in minutes with prebuilt & custom connectors
  • Databricks Landing page
    Landing page //
    2023-09-14
  • Airbyte Landing page
    Landing page //
    2023-08-23

Databricks videos

Introduction to Databricks

More videos:

  • Tutorial - Azure Databricks Tutorial | Data transformations at scale
  • Review - Databricks - Data Movement and Query

Airbyte videos

February 2021 - Airbyte Feature Review: Normalization & Nested Tables

More videos:

  • Review - Open Source Airbyte Can Disrupt Fivetran & Stitch Data
  • Review - How Airbyte Raised 26 Million Dollars For Their Data Engineering Start-Up /W The Co-Founders

Category Popularity

0-100% (relative to Databricks and Airbyte)
Data Dashboard
100 100%
0% 0
Data Integration
0 0%
100% 100
Database Tools
100 100%
0% 0
Developer Tools
0 0%
100% 100

User comments

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

These are some of the external sources and on-site user reviews we've used to compare Databricks and Airbyte

Databricks Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [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 built-in data visualizations.
Source: lakefs.io
7 best Colab alternatives in 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 doesn't offer free GPU resources, it's an excellent tool for distributed data processing and big data analytics.
Source: deepnote.com
Top 5 Cloud Data Warehouses in 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 RedshiftSource: https://aws.amazon.com/redshift/Best for:Top features:Pros:Cons:Pricing:FireboltSource: https://www.firebolt.io/Best for:Top...
Top 10 AWS ETL Tools and How to Choose the Best One | Visual Flow
Databricks is a simple, fast, and collaborative analytics platform based on Apache Spark with ETL capabilities. It accelerates innovation by bringing together data science and data science businesses. It is a fully managed open-source version of Apache Spark analytics with optimized connectors to storage platforms for the fastest data access.
Source: visual-flow.com
Top Big Data Tools For 2021
Now Azure Databricks achieves 50 times better performance thanks to a highly optimized version of Spark. Databricks also enables real-time co-authoring and automates versioning. Besides, it features runtimes optimized for machine learning that include many popular libraries, such as PyTorch, TensorFlow, Keras, etc.

Airbyte Reviews

Top 10 Fivetran Alternatives - Listing the best ETL tools
An open-source data integration platform, Airbyte is a popular choice for those building a modern data stack. Airbyte boasts its collection of ELT connectors as well as the ability to build custom ones in the platform, a differentiator from other no-code ELT tools. Because building custom pipelines requires coding knowledge, this special feature will only benefit data...
Source: weld.app
11 Best FREE Open-Source ETL Tools in 2024
Airbyte is one of the Open-Source ETL Tools that was launched in July 2020. It differs from other ETL tools as it provides connectors that are usable out of the box through a UI and API that allows community developers to monitor and maintain the tool.
Source: hevodata.com
Airbyte vs Fivetran vs Estuary
Airbyte also provides a no-code Connector Development Kit which lets users develop custom connectors. This process typically takes two days on most platforms but the kit lets them get started within 30 minutes. Plus, the Airbyte team and community are always available and can help with their maintenance.
Source: estuary.dev
Top 10 Popular Open-Source ETL Tools for 2021
Airbyte is one of the newest Open-Source ETL Tools that was launched in July 2020. It differs from other ETL tools as it provides connectors that are usable out of the box through a UI and API that allows community developers to monitor and maintain the tool.
Source: hevodata.com
Top ETL Tools For 2021...And The Case For Saying "No" To ETL
As with Fivetran, Airbyte integrates with dbt for transformations, making it an ELT tool. However, contrary to Singer, Airbyte uses one single open-source repo to standardize and consolidate all developments from the community, leading to higher quality connectors. They built a compatibility layer with Singer so that Singer taps can run within Airbyte.
Source: blog.panoply.io

Social recommendations and mentions

Based on our record, Airbyte should be more popular than Databricks. It has been mentiond 45 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Databricks mentions (17)

  • 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 permissive license (CC-BY-SA). Source: about 1 year 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 / almost 2 years ago
  • DeWitt Clause, or Can You Benchmark %DATABASE% and Get Away With It
    Databricks, a data lakehouse company founded by the creators of Apache Spark, published a blog post claiming that it set a new data warehousing performance record in 100 TB TPC-DS benchmark. It was also mentioned that Databricks was 2.7x faster and 12x better in terms of price performance compared to Snowflake. - Source: dev.to / about 2 years ago
  • A Quick Start to Databricks on AWS
    Go to Databricks and click the Try Databricks button. Fill in the form and Select AWS as your desired platform afterward. - Source: dev.to / about 2 years ago
  • data science workspace/notebook solution thoughts?
    I am considering Hex, Deepnote, and possibly Databricks. Does anyone have any experience using the first 2 (i have worked with Databricks in the past) and have thoughts they can share? The company isn't doing any fancy data science so far so I mostly want it for deep product analytics which I can turn into reports that are easily shareable across the org. That being said, I do want to get into statistical... Source: about 2 years ago
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Airbyte mentions (45)

  • How to Build a Chat App with Your Postgres Data using Agent Cloud
    AgentCloud uses Airbyte to build data pipelines, which allow us to split, chunk, and embed data from over 300 data sources, including Postgres. - Source: dev.to / 24 days ago
  • Launch HN: Bracket (YC W22) – Two-Way Sync Between Salesforce and Postgres
    I'l also give a shout-out to Airbyte (https://airbyte.com/), with which I've had some limited success with integrating Salesforce to a local database. The particular pull for Airbyte is that we can self-host the open source version, rather than pay Fivetran a significant sum to do this for us. It's an immature tool, so I don't yet know that I can claim we've spent _less_ than... - Source: Hacker News / 6 months ago
  • Need help moving 16gb of mongodb data to tableau
    As possible solution, I can suggest Airbyte(https://airbyte.com/). it's more performant than generic python script. Source: 11 months ago
  • Connecting data sources to Xata with Airbyte and Zapier integrations
    Airbyte, an open-source data integration engine that offers hundreds of connectors with data warehouses and databases, has gained popularity for its seamless integration and data syncing capabilities. Xata's integration with Airbyte offers a streamlined data ingestion process from any Airbyte input source directly into your Xata database. - Source: dev.to / 11 months ago
  • Driving Business Success: Unleashing the Power of Data Integration
    In conclusion, data integration is not just a luxury for companies but a necessity for striving toward success in today’s data-driven world. In today’s competitive business environment, those who can effectively integrate and leverage data from different sources will have a strategic advantage over others who don’t. So, as technology continues to advance and data continues to grow exponentially, businesses that... - Source: dev.to / about 1 year ago
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What are some alternatives?

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

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

Fivetran - Fivetran offers companies a data connector for extracting data from many different cloud and database sources.

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.

Meltano - Open source data dashboarding

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.

QuickBI - Export data from over 300 sources to a data warehouse and analyze it with a reporting tool of your choice. Quick and easy setup.