Theme · updated weekly
Time Series in Analytics — SaaS tools & trends 2026
1 product Sparkpulse tracks is shipping around time series in Analytics. The highest-velocity time series product right now is Apache Pinot (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. Tracked products here hold a velocity score of 1.7 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 time series across all sectors →
Products shipping around time series
Frequently asked questions about time series
Which SaaS tools ship time series in Analytics in 2026?
Apache Pinot — the time series products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.
Which time series product has the highest shipping velocity?
Apache Pinot, with the top velocity score (1.7/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.
How many products are shipping around time series?
Sparkpulse currently tracks 1 product carrying the time series theme in Analytics, updated continuously from verified release data.