Theme · updated weekly

Data Engineering in Analytics — SaaS tools & trends 2026

3 products Sparkpulse tracks are shipping around data engineering in Analytics. The highest-velocity data engineering products right now are dbt Core, Dagster and OpenHouse (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 5.0 to 7.5 out of 10, a spread that shows how unevenly shipping cadence is distributed across the field. 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 engineering across all sectors →

Products shipping around data engineering

#01dbt Coredbt 2.0.0 hits release candidate as Exasol adapter and Fusion engine improvements land.7.5alternatives →

#02DagsterDagster extends Declarative Automation from assets to jobs, unifying the orchestration model.5.0alternatives →

#03OpenHouseOpenHouse ships at near-daily cadence, chipping away at its LinkedIn Iceberg fork dependency5.0alternatives →

Frequently asked questions about data engineering

Which SaaS tools ship data engineering in Analytics in 2026?

dbt Core, Dagster, OpenHouse — the data engineering products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which data engineering product has the highest shipping velocity?

dbt Core, 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 data engineering?

Sparkpulse currently tracks 3 products carrying the data engineering theme in Analytics, updated continuously from verified release data.