Epidemiology in Analytics — SaaS tools & trends 2026
24 products Sparkpulse tracks are shipping around epidemiology in Analytics. The highest-velocity epidemiology products right now are cfrnow, hubEvals and epiflows (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. 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.
#01cfrnowA Bayesian real-time CFR estimator that now ships stratified fits and posterior-predictive checks5.0alternatives →#02hubEvalsForecast-hub scoring that learned to handle joint, sample-based predictions.2.5alternatives →#03epiflowsepiflows has shipped four releases in eight years, none of which changed the code.0.0alternatives →#04EpiNow2EpiNow2 unified its model interface, then went back to deepen the estimators behind it0.0alternatives →#05epikitepikit narrows to field-epidemiology helpers, handing proportions to a sibling package0.0alternatives →#06epiworldRepiworldR is a thin R shell whose releases track the C++ simulator underneath it0.0alternatives →#07treespacetreespace ships once every year or two, and only when CRAN or a user forces it.0.0alternatives →#08sivirepsivirep turned Colombia's SIVIGILA surveillance data into a one-call reporting package.0.0alternatives →#09hubUtilsThe hubverse's shared plumbing, tracking schema versions and converting output types.0.0alternatives →#10epidictA spin-out dictionary reader for MSF epidemiological data, finding its shape on CRAN0.0alternatives →#11epinowcastepinowcast added Gaussian processes to its formula interface and made the sampler twice as fast0.0alternatives →#12OneSampleMROneSampleMR found that argument order in a formula was silently changing its estimates0.0alternatives →#13hubDataThe Arrow data layer for forecast hubs, spending its releases on cloud and materialisation bugs.0.0alternatives →#14scoringutilsscoringutils pushes forecast scoring past univariate outcomes into multivariate and ordinal ones.0.0alternatives →#15cleanepicleanepi is in the long tail of bug fixes that follows a 1.0 — and changed maintainers along the way.0.0alternatives →#16bpboundsbpbounds found the same swapped-cell bug twice and clamped its bounds back into range0.0alternatives →#17hubAdminThe config-authoring half of hubverse, pinned to whatever the schema is doing this quarter0.0alternatives →#18simulistsimulist stopped simulating clean outbreaks and started simulating the mess real surveillance data arrives in.0.0alternatives →#19cfrcfr packaged delay-corrected severity estimation, then went quiet on maintenance.0.0alternatives →#20SimInfSimInf 10.0 turns an epidemic simulator into a tool that fits models to real time series0.0alternatives →#21forecastingHIDDA.forecasting is a book chapter's reproducibility artifact, not a package under development.0.0alternatives →#22hubPredEvalsDataThe pipeline turning hub forecasts into dashboard-ready evaluation data.0.0alternatives →#23aedseoAn epidemic-onset detector that now brackets the whole season, not just its start0.0alternatives →#24socialmixrsocialmixr breaks its one-shot contact_matrix() call into a composable pipeline.0.0alternatives →
Frequently asked questions about epidemiology
Which SaaS tools ship epidemiology in Analytics in 2026?
cfrnow, hubEvals, epiflows, EpiNow2, epikit, and 19 more — the epidemiology products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.
Which epidemiology product has the highest shipping velocity?
cfrnow, with the top velocity score (5.0/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.
How many products are shipping around epidemiology?
Sparkpulse currently tracks 24 products carrying the epidemiology theme in Analytics, updated continuously from verified release data.