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Data Platform in Analytics — SaaS tools & trends 2026

2 products Sparkpulse tracks are shipping around data platform in Analytics. The highest-velocity data platform products right now are Keboola and Databricks (ranked by Sparkpulse's velocity score). The theme runs across 2 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Tracked products here hold a velocity score of 5.0 out of 10. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Scoped to Analytics. View data platform across all sectors →

Products shipping around data platform

#01KeboolaKeboola is smoothing the seams — MCP login, direct workspace writes, and BigQuery catching up to Snowflake5.0alternatives →
#02DatabricksDatabricks lands DBR 18.2 GA on Spark 4.1; the 18.x line is the active story, older LTS pages are mostly doc refreshes.5.0alternatives →

Frequently asked questions about data platform

Which SaaS tools ship data platform in Analytics in 2026?

Keboola, Databricks — the data platform products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which data platform product has the highest shipping velocity?

Keboola, with the top velocity score (5.0/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around data platform?

Sparkpulse currently tracks 2 products carrying the data platform theme in Analytics, updated continuously from verified release data.