Theme · updated weekly

Time Series — SaaS tools & trends 2026

3 products Sparkpulse tracks are shipping around time series. The highest-velocity time series products right now are QuestDB, Prometheus and 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. Their velocity scores span 1.7 to 5.0 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 time series

#01QuestDBQuestDB advances on two tracks: engine query power and Enterprise storage governance.5.0alternatives →

#02PrometheusPrometheus ships its 3.13 LTS — steady TSDB and PromQL refinement, no pivot.5.0alternatives →

#03Apache PinotApache Pinot tightens upsert, disk footprint, and operability — plus an experimental Timeseries Engine in the works.1.7alternatives →

Frequently asked questions about time series

Which SaaS tools ship time series in 2026?

QuestDB, Prometheus, Apache Pinot — the time series products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which time series product has the highest shipping velocity?

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

How many products are shipping around time series?

Sparkpulse currently tracks 3 products carrying the time series theme, updated continuously from verified release data.