Theme · updated weekly

Spark — SaaS tools & trends 2026

4 products Sparkpulse tracks are shipping around spark. The highest-velocity spark products right now are pysparklyr, sparklyr and Deequ (ranked by Sparkpulse's velocity score). Their velocity scores span 0.0 to 3.8 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.

Products shipping around spark

#01pysparklyrPosit's Spark Connect bridge keeps adding backends — and now runs tidymodels tuning on the cluster.3.8alternatives →

#02sparklyrsparklyr now spends its releases absorbing dbplyr changes and feeding pysparklyr0.0alternatives →

#03DeequDeequ ships GitHub tags whose release notes are one commit message long0.0alternatives →

#04Apache UniffleUniffle's remote shuffle service finally makes its fast path the default0.0alternatives →

Frequently asked questions about spark

Which SaaS tools ship spark in 2026?

pysparklyr, sparklyr, Deequ, Apache Uniffle — the spark products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which spark product has the highest shipping velocity?

pysparklyr, with the top velocity score (3.8/10) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around spark?

Sparkpulse currently tracks 4 products carrying the spark theme, updated continuously from verified release data.