FeaturedCustomers ranks top data science platforms in Summer 2026 report

FeaturedCustomers released its Summer 2026 Data Science Platforms Customer Success Report on June 16, 2026, ranking vendors by customer reference content, market presence and company score. The report highlights 18 vendors that met the cutoff, with Altair, Alteryx, Databricks and others named Market Leaders. Why it matters: - The report is designed to help B2B buyers compare data science platforms using verified customer reference content instead of vendor marketing claims. - FeaturedCustomers uses the rankings to show which platforms have the strongest customer validation, market presence and overall customer success signals. What happened: - FeaturedCustomers published its Summer 2026 Data Science Platforms Customer Success Report on June 16, 2026. - The report ranks vendors in the Data Science Platforms category based on real customer references. - Altair, Alteryx, Databricks, Dataiku, DataRobot, Domino Data Lab, Fivetran, H2O.ai and MathWorks received the highest “Market Leader” award. - Cloudera, dotData, Iguazio, KNIME, Posit PBC and TIBCO Software were named “Top Performer” vendors. - Explorium, IBM Cloud Pak for Data and Mode received the “Rising Star” honor. The details: - The report is based on more than 7,000 pieces of verified customer reference content. - A vendor’s overall customer success score is a weighted average of Content, Market Presence and Company Scores. - 18 vendors in FeaturedCustomers’ Data Science Platforms category met the minimum requirements for inclusion. - Market Leaders are vendors with a substantial customer base and market share, plus the highest ratio of customer reference content, content quality score and social media presence relative to company size. - Top Performers have significant market presence and enough customer reference content to validate their vision, but they have not reached Market Leader scale relative to company size. - Rising Stars have disruptive technology, growing social presence and enough customer reference content to show momentum, even without the market presence of the higher tiers. - FeaturedCustomers describes itself as a customer reference platform for B2B software and services that helps buyers research vendors through testimonials, success stories, case studies and customer videos. - The company says the platform influences purchasing decisions for thousands of B2B buyers each day, including buyers at Fortune 500 companies and SMBs. - More information is available on the company’s website . - FeaturedCustomers also listed social media links for LinkedIn , Facebook and X . Between the lines: - The ranking methodology favors evidence of customer adoption and engagement, not just product claims. - The tier structure gives buyers a quick way to separate established platforms from smaller or newer vendors. - The emphasis on verified references suggests the report is meant to serve as a trust filter in a crowded software market. What’s next: - Buyers evaluating data science tools can use the report as a shortlist and then dig into the cited customer reference content. - FeaturedCustomers is likely to continue updating its category rankings as vendor proof points and market presence change.