G2 Data Solutions’ Market Movers in Data Science and Machine Learning Platforms

Today, we’re back with our latest installment of ‘Market Movers’ to reveal which products are making moves in Data Science and Machine Learning Platforms (DSML) software. In case you’re new here, Market Movers is a series from G2 Data Solutions where we spotlight the top three trending products in a trending category, all based on G2 data. 

The rise of DSML Platforms

As we all know, AI was a huge topic last year, and G2 is making it an even bigger priority this year. Within the Artificial Intelligence Parent Category, the Data Science and Machine Learning Platforms child category received the most page views in the last year, over 100,00 page views to be exact.

On G2, Data Science and Machine Learning Platforms sits within the broader “Artificial Intelligence” market and is defined as platforms that provide users with tools to build, deploy, and monitor machine learning algorithms. These software platforms combine intelligent, decision-making algorithms with data, thereby enabling developers to create a business solution.

Some data science and machine learning platforms offer pre-built algorithms and simplistic workflows with features such as drag-and-drop modeling and visual interfaces that easily connect necessary data to the end solution, while others require a greater knowledge of development and coding. In total, there are 248 listings in the DSML Platforms category on G2 today. 

G2’s Market Research Principal Matthew Miller covers the Artificial Intelligence software space. When it comes to the Data Science and Machine Learning Platforms category, here’s what he had to say:

“Data Science and Machine Learning Platforms aren't new but they are still hot. Despite the rise in user-friendly generative AI tools that can be put in the hands of non-developers and non-data scientists, traditional tools for building, training, and deploying ML models are still critically important tools that businesses can use to improve their predictions and optimize outcomes.”

Revealing the top 3 Data Science and Machine Learning Platform Market Movers on G2

To determine the top Market Movers in a software category, we identify the top three products from vendors with less than 2,500 employees according to the following set of key criteria (taking into account their percent change from the previous year):

• Reviews – products with the most reviews left on G2.com over the past year
• G2 Profile Views - most page views over the past year
• Unique Buyer Intent Visitors – most unique buyer intent visitors over the past year (visitors which are verified as in-market buyers according to firmographic data)

Because we’re aiming to highlight up-and-coming players in a particular space, we are only including products whose companies have less than 2,500 employees. I’d also like to note that in uncovering our Market Movers, we are taking into consideration all products within this specific category, not just products whose main category is DSML platforms.

Without further ado, the top 3 Market Movers in DSML Platforms software, according to G2 Data Solutions, are:

1. Alteryx
2. Domo
3. Hex

While reviews, page views, and Buyer Intent visitor data determined these Market Movers, here’s a look at some of the other key G2 data points on these buzzing products. 

According to G2 data as of January 2025

Stay tuned for next month's Market Movers and learn more about G2 Data Solutions!

Congratulations to Alteryx, Domo, and Hex on making moves in the Data Science and Machine Learning Platforms software category. 

In addition to preparing for our next series spotlight, the G2 Data Solutions team will continue to provide investors and consultants with insights and data generated from the buyer behavior and engagement that the G2 marketplace sees across its 90 million annual visitors across the globe. Paired with G2's verified review data – which features over 2.8 million authenticated reviews – these insights enable G2 Data Solutions customers to perform due diligence, analyze competitive ecosystems, and identify emerging SaaS product, vendor, and category trends.  

If you’re an investor or consultant interested in learning more about all the data G2 can provide for due diligence, sourcing, or portfolio monitoring, reach out to see a demo!