25 products Sparkpulse tracks are shipping around epidemiology. 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 →#06hubValidationsSubmission validation for forecast hubs, rebuilt around which file each check belongs to.0.0alternatives →#07epiworldRepiworldR is a thin R shell whose releases track the C++ simulator underneath it0.0alternatives →#08treespacetreespace ships once every year or two, and only when CRAN or a user forces it.0.0alternatives →#09sivirepsivirep turned Colombia's SIVIGILA surveillance data into a one-call reporting package.0.0alternatives →#10hubUtilsThe hubverse's shared plumbing, tracking schema versions and converting output types.0.0alternatives →#11epidictA spin-out dictionary reader for MSF epidemiological data, finding its shape on CRAN0.0alternatives →#12epinowcastepinowcast added Gaussian processes to its formula interface and made the sampler twice as fast0.0alternatives →#13OneSampleMROneSampleMR found that argument order in a formula was silently changing its estimates0.0alternatives →#14hubDataThe Arrow data layer for forecast hubs, spending its releases on cloud and materialisation bugs.0.0alternatives →#15scoringutilsscoringutils pushes forecast scoring past univariate outcomes into multivariate and ordinal ones.0.0alternatives →#16cleanepicleanepi is in the long tail of bug fixes that follows a 1.0 — and changed maintainers along the way.0.0alternatives →#17bpboundsbpbounds found the same swapped-cell bug twice and clamped its bounds back into range0.0alternatives →#18hubAdminThe config-authoring half of hubverse, pinned to whatever the schema is doing this quarter0.0alternatives →#19simulistsimulist stopped simulating clean outbreaks and started simulating the mess real surveillance data arrives in.0.0alternatives →#20cfrcfr packaged delay-corrected severity estimation, then went quiet on maintenance.0.0alternatives →#21SimInfSimInf 10.0 turns an epidemic simulator into a tool that fits models to real time series0.0alternatives →#22forecastingHIDDA.forecasting is a book chapter's reproducibility artifact, not a package under development.0.0alternatives →#23hubPredEvalsDataThe pipeline turning hub forecasts into dashboard-ready evaluation data.0.0alternatives →#24aedseoAn epidemic-onset detector that now brackets the whole season, not just its start0.0alternatives →#25socialmixrsocialmixr 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, hubEvals, epiflows, EpiNow2, epikit, and 20 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 25 products carrying the epidemiology theme, updated continuously from verified release data.