Theme · updated weekly

Automl — SaaS tools & trends 2026

3 products Sparkpulse tracks are shipping around automl. The highest-velocity automl products right now are ManageEngine Analytics Plus, fastml and finnts (ranked by Sparkpulse's velocity score). The theme runs across 2 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 0.0 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.

Products shipping around automl

#01ManageEngine Analytics PlusA quarterly-paced BI suite closing operational gaps while Zia does the AI talking.0.0alternatives →

#02fastmlfastml added survival modelling and leakage-proof resampling, moving past classification and regression.0.0alternatives →

#03finntsMicrosoft's automated forecasting framework, still mostly a one-maintainer effort.0.0alternatives →

Frequently asked questions about automl

Which SaaS tools ship automl in 2026?

ManageEngine Analytics Plus, fastml, finnts — the automl products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which automl product has the highest shipping velocity?

ManageEngine Analytics Plus, with the top velocity score (0.0/10) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around automl?

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