Theme · updated weekly

Epidemiology — SaaS tools & trends 2026

9 products Sparkpulse tracks are shipping around epidemiology. The highest-velocity epidemiology products right now are cfrnow, EpiNow2 and sivirep (ranked by Sparkpulse's velocity score). Their velocity scores span 0.0 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 epidemiology

#01cfrnowA Bayesian real-time CFR estimator that now ships stratified fits and posterior-predictive checks5.0alternatives →

#02EpiNow2EpiNow2 unified its model interface, then went back to deepen the estimators behind it0.0alternatives →

#03sivirepsivirep turned Colombia's SIVIGILA surveillance data into a one-call reporting package.0.0alternatives →

#04scoringutilsscoringutils pushes forecast scoring past univariate outcomes into multivariate and ordinal ones.0.0alternatives →

#05cleanepicleanepi is in the long tail of bug fixes that follows a 1.0 — and changed maintainers along the way.0.0alternatives →

#06simulistsimulist stopped simulating clean outbreaks and started simulating the mess real surveillance data arrives in.0.0alternatives →

#07malariasimulationAn individual-based malaria model that added Plasmodium vivax, hypnozoites and all0.0alternatives →

#08cfrcfr packaged delay-corrected severity estimation, then went quiet on maintenance.0.0alternatives →

#09socialmixrsocialmixr breaks its one-shot contact_matrix() call into a composable pipeline.0.0alternatives →

Frequently asked questions about epidemiology

Which SaaS tools ship epidemiology in 2026?

cfrnow, EpiNow2, sivirep, scoringutils, cleanepi, and 4 more — the epidemiology products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which epidemiology product has the highest shipping velocity?

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

How many products are shipping around epidemiology?

Sparkpulse currently tracks 9 products carrying the epidemiology theme, updated continuously from verified release data.