56 products Sparkpulse tracks are shipping around r in Analytics. The highest-velocity r products right now are hdnom, factoextra and themis (ranked by Sparkpulse's velocity score). The theme runs across 5 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.
#01hdnomhdnom is in pure custodial mode, absorbing glmnet's changes so its users don't have to5.0alternatives →#02factoextrafactoextra woke from six years of silence and stopped being a FactoMineR front-end3.8alternatives →#03themisthemis is back to adding real resampling algorithms after a documentation-heavy stretch.2.5alternatives →#04APCalignAPCalign spent this year fixing the counts it had been quietly getting wrong2.5alternatives →#05camtrapdpcamtrapdp has become a full read-edit-write toolkit for camera trap datasets, then went quiet2.5alternatives →#06comtradrcomtradr's 1.0 line is a long tail of patches against a brittle UN trade API.2.5alternatives →#07ggcorrplotggcorrplot came back after four years and found its significance markers had been lying2.5alternatives →#08ggsciggsci quietly became a palette mirror, then taught itself to generate colors on demand2.5alternatives →#09rstatixrstatix hit 1.0 by unrounding every p-value it has ever returned2.5alternatives →#10rpymatAfter three dormant years, rpymat returned to fix the OpenMP crash that breaks R and conda together0.0alternatives →#11redistredist keeps rewriting the sampler underneath a district-drawing API it has held stable since 4.0.0.0alternatives →#12spsurveyspsurvey has spent four years consolidating after its 5.0.0 rewrite rather than adding to it0.0alternatives →#13epiflowsepiflows has shipped four releases in eight years, none of which changed the code.0.0alternatives →#14billboarderAn htmlwidget whose release notes are mostly billboard.js version bumps, quiet since 2021.0.0alternatives →#15xtsxts is finished software, and its releases now track R's C API more than user requests.0.0alternatives →#16etnetn stopped being an RStudio-server package and became something you can run anywhere.0.0alternatives →#17googlesheets4googlesheets4's releases track Google's API and gargle's auth, not its own roadmap.0.0alternatives →#18biocroBioCro swapped an unstable iteration for real root finders, changing what its crop models compute.0.0alternatives →#19ggplot2ggplot2 swapped its object system out from under a decade of downstream code0.0alternatives →#20rvestrvest grew a real browser, turning a static scraper into a dynamic one.0.0alternatives →#21havenhaven's release cadence has narrowed to compiler and R-devel upkeep.0.0alternatives →#22parglmUnder a new maintainer, parglm traded raw speed work for glm parity and memory safety0.0alternatives →#23geoarrow-rgeoarrow tracks the GeoArrow spec and otherwise just keeps compiling0.0alternatives →#24timbrThree years dormant, timbr returns with dplyr verbs that finally respect tree structure0.0alternatives →#25MVMRMVMR spent 2026 discovering its own estimators had been returning the wrong numbers0.0alternatives →#26seesee grows wherever easystats adds a diagnostic, one plot method at a time.0.0alternatives →#27rasterpicrasterpic became an S3 generic and picked up stars support; the rest is upkeep0.0alternatives →#28lpjmlkitThe LPJmL toolkit finally reads NetCDF, closing a gap against the format its field uses.0.0alternatives →#29broombroom's release calendar is now set by CRAN checks, not by new tidiers.0.0alternatives →#30shinyShiny made reactive apps observable, then gave them a way to tear themselves down0.0alternatives →#31igoRigoR reached 1.0.0 with no user-visible change, then spent three releases on AI-assisted cleanup0.0alternatives →#32stockplotrA stock-assessment plotting package is growing a table engine to match its figures.0.0alternatives →#33epinowcastepinowcast added Gaussian processes to its formula interface and made the sampler twice as fast0.0alternatives →#34scalesscales keeps widening what ggplot2 can put on an axis.0.0alternatives →#35OneSampleMROneSampleMR found that argument order in a formula was silently changing its estimates0.0alternatives →#36gwasvcfgwasvcf has stopped adding features and now just keeps proxy matching from failing.0.0alternatives →#37qcTAFqcTAF is building an automated checklist for reproducible fisheries assessments, one criterion at a time0.0alternatives →#38animationContribution-driven maintenance on a package whose last structural change was magick support.0.0alternatives →#39RMVMRRMVMR is being tidied in lockstep with MVMR, the package it wraps0.0alternatives →#40lubridatelubridate ships parsing fixes, timezone-data churn, and a long-overdue MIT relicense.0.0alternatives →
Frequently asked questions about r
Which SaaS tools ship r in Analytics in 2026?
hdnom, factoextra, themis, APCalign, camtrapdp, and 35 more — the r products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.
Which r product has the highest shipping velocity?
hdnom, 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 r?
Sparkpulse currently tracks 56 products carrying the r theme in Analytics, updated continuously from verified release data.