Azure Databricks vs. Eden AI

Azure Databricks

Eden AI

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
Azure Databricks	Score 8.5 out of 10	N/A	Azure Databricks is a service available on Microsoft's Azure platform and suite of products. It provides the latest versions of Apache Spark so users can integrate with open source libraries, or spin up clusters and build in a fully managed Apache Spark environment with the global scale and availability of Azure. Clusters are set up, configured, and fine-tuned to ensure reliability and performance without the need for monitoring. The solution includes autoscaling and auto-termination to improve…	N/A
Eden AI	Score 0.0 out of 10	N/A	Eden AI simplifies the use and deployment of AI technologies by offering an API that connects to AI engines. There isn't a one-size-fits-all solution when it comes to AI engines. Their performance heavily relies on a use case's specific data. Eden AI helps users to select the most suitable AI engine for a project. Eden AI's aim is to equip organizations with the necessary tools to tackle complex challenges and pave the way for new developments and innovations. The service boasts over…	$29 per month per user

Pricing

Azure Databricks

Eden AI

Editions & Modules

No answers on this topic

Start: $0
per month per user
Personal: $29
per month per user
Professional: $99
per month per user
Enterprise: Custome Price

Offerings

Pricing Offerings
Azure Databricks	Eden AI
Free Trial
No	Yes
Free/Freemium Version
No	Yes
Premium Consulting/Integration Services
No	No

Entry-level Setup Fee

No setup fee

Additional Details

—

More Pricing Information

Features

Azure Databricks

Eden AI

Platform Connectivity

Comparison of Platform Connectivity features of Product A and Product B
	Azure Databricks 7.4 4 Ratings 12% below category average	Eden AI - Ratings
Connect to Multiple Data Sources	6.14 Ratings	00 Ratings
Extend Existing Data Sources	7.94 Ratings	00 Ratings
Automatic Data Format Detection	7.54 Ratings	00 Ratings
MDM Integration	8.03 Ratings	00 Ratings

Data Exploration

Comparison of Data Exploration features of Product A and Product B
	Azure Databricks 6.7 4 Ratings 23% below category average	Eden AI - Ratings
Visualization	6.04 Ratings	00 Ratings
Interactive Data Analysis	7.53 Ratings	00 Ratings

Data Preparation

Comparison of Data Preparation features of Product A and Product B
	Azure Databricks 8.6 4 Ratings 5% above category average	Eden AI - Ratings
Interactive Data Cleaning and Enrichment	8.14 Ratings	00 Ratings
Data Transformations	9.04 Ratings	00 Ratings
Data Encryption	9.44 Ratings	00 Ratings
Built-in Processors	7.84 Ratings	00 Ratings

Platform Data Modeling

Comparison of Platform Data Modeling features of Product A and Product B
	Azure Databricks 8.0 4 Ratings 5% below category average	Eden AI - Ratings
Multiple Model Development Languages and Tools	6.54 Ratings	00 Ratings
Automated Machine Learning	8.64 Ratings	00 Ratings
Single platform for multiple model development	8.44 Ratings	00 Ratings
Self-Service Model Delivery	8.44 Ratings	00 Ratings

Model Deployment

Comparison of Model Deployment features of Product A and Product B
	Azure Databricks 8.3 4 Ratings 2% below category average	Eden AI - Ratings
Flexible Model Publishing Options	8.04 Ratings	00 Ratings
Security, Governance, and Cost Controls	8.64 Ratings	00 Ratings

Best Alternatives
	Azure Databricks	Eden AI
Small Businesses	Jupyter Notebook Score 8.6 out of 10	InterSystems IRIS Score 7.7 out of 10
Medium-sized Companies	Posit Score 10.0 out of 10	Posit Score 10.0 out of 10
Enterprises	Posit Score 10.0 out of 10	Posit Score 10.0 out of 10
All Alternatives	View all alternatives	View all alternatives

User Ratings
	Azure Databricks	Eden AI
Likelihood to Recommend	9.7 (3 ratings)	- (0 ratings)
Usability	8.0 (1 ratings)	- (0 ratings)

User Testimonials
	Azure Databricks	Eden AI
Likelihood to Recommend	Microsoft Centralised notebooks are out directly into production. This can lead to poorly engineered code. It is very good for fast queries and our data team are always able to provide what we ask for. It is a big cost to our business so it is important it runs efficiently and returns on our investment. Incentivized Verified User Anonymous Read full review	Eden AI No answers on this topic
Pros	Microsoft Data Processing and Transformations based on Spark Delta Lakehouse when clubbed with an external cloud storage Governance using Unity Catalog to unify IAM Delta Live Tables is a product, which although relatively newer, has a great potential with the visuals of a pipeline. Incentivized Verified User Anonymous Read full review	Eden AI No answers on this topic
Cons	Microsoft Intuitive interface Ease of use Providing FAQ or QRGs Incentivized Verified User Anonymous Read full review	Eden AI No answers on this topic
Usability	Microsoft The developers are able to switch between Python and SQL in the Notebook which allows the collaboration of SQL analyst and Data scientist. The integration of Mosaic AI allows users to write complex codes in natural languages. Unity catalog has centralized the security and governance features and simplified the process of maintaining it Incentivized Verified User Anonymous Read full review	Eden AI No answers on this topic
Alternatives Considered	Microsoft I have found Azure Databricks to be much better than Snowflake for handling bigger, diverse data types. Snowflake is much simpler and better for smaller warehousing. The real time processing is much better in Azure Databricks and we have much more language options. Snowflake is more expensive but simpler to use. Both are great for different needs. Incentivized Verified User Anonymous Read full review	Eden AI No answers on this topic
Return on Investment	Microsoft The support team is amazing, they help you at every stage of the projects, from sales to delivery. On a framework level, it has had an amazing impact and has reduced the clients overall data platform costs by a staggering 65% There has been a 40% Manual work requirement on average for the clients when they move to Azure Databricks Data Platform Incentivized Verified User Anonymous Read full review	Eden AI No answers on this topic
ScreenShots		Eden AI Screenshots