Alpine Data
Alpine Data is a data science and analytics platform that enables teams to discover data, build visual analytics workflows, and execute predictive models in-cluster or in-database on Hadoop distributions and MPP databases.
Alpine Data is a data science and analytics platform that enables teams to discover data, build visual analytics workflows, and execute predictive models in-cluster or in-database on Hadoop distributions and MPP databases.
Published Oct 15, 2026
| Starting Price | Not publicly listed (enterprise / legacy; web presence redirects to Spotfire) | Published list price exists for Designer Cloud Starter | Free Edition available; Paid Editions require vendor contact (no public list price) |
| Best For | Organizations using legacy Hadoop/MPP platforms seeking in-cluster analytics and collaboration; organizations already in the Spotfire/TIBCO ecosystem | Analyst-focused no/low-code data preparation and analytics workflows; strong market presence | Enterprise AI projects requiring collaboration, governance, and automation across teams |
| Key Strength | Historical focus on collaboration and orchestration; in-cluster analytics capability | Mature tooling ecosystem; large community; clearer packaging for certain SKUs | Broad end-to-end enterprise AI platform with governance and automation features |
| Key Weakness | Standalone product availability and visibility are unclear; sparse modern peer reviews; brand subsumed into a larger portfolio | Can be costly at scale; visualization may require separate BI tools; there is a learning curve despite low-code claims | Pricing opacity for enterprise editions; platform complexity and enterprise sales motion |
Market trackers list the Spotfire Data Science lineage (which includes the legacy Alpine technology) among competitors in advanced analytics and data science, suggesting a residual footprint; such trackers have methodology limitations and should be validated by buyers.