Theme · updated weekly

Iceberg in Analytics — SaaS tools & trends 2026

2 products Sparkpulse tracks are shipping around iceberg in Analytics. The highest-velocity iceberg products right now are BigQuery and MotherDuck (ranked by Sparkpulse's velocity score). The theme runs across 3 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Their velocity scores span 6.3 to 7.5 out of 10, a spread that shows how unevenly shipping cadence is distributed across the field. Below: the products carrying this theme and 1 recent editorial brief that reference it, the most recent dated May 11, 2026. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Updated May 11, 2026

Scoped to Analytics. View iceberg across all sectors →

Products shipping around iceberg

#01BigQueryBigQuery doubles down on Iceberg, graph, and global data sharing as the lakehouse fight intensifies.7.5alternatives →

Briefs on iceberg

Frequently asked questions about iceberg

Which SaaS tools ship iceberg in Analytics in 2026?

BigQuery, MotherDuck — the iceberg products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which iceberg product has the highest shipping velocity?

BigQuery, with the top velocity score (7.5/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around iceberg?

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