89 products Sparkpulse tracks are shipping around r. The highest-velocity r products right now are hdnom, pak and frictionless-r (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 →#02pakpak's roadmap is written by enterprise R deployments and Posit Package Manager.5.0alternatives →#03frictionless-rfrictionless turns its internals into a public extension surface for Data Package readers3.8alternatives →#04factoextrafactoextra woke from six years of silence and stopped being a FactoMineR front-end3.8alternatives →#05themisthemis is back to adding real resampling algorithms after a documentation-heavy stretch.2.5alternatives →#06roxygen2roxygen2 8.0 cut stringi out of the entire devtools dependency tree.2.5alternatives →#07APCalignAPCalign spent this year fixing the counts it had been quietly getting wrong2.5alternatives →#08camtrapdpcamtrapdp has become a full read-edit-write toolkit for camera trap datasets, then went quiet2.5alternatives →#09comtradrcomtradr's 1.0 line is a long tail of patches against a brittle UN trade API.2.5alternatives →#10ellmerellmer stopped being a chat wrapper and started shipping the parts production LLM code needs2.5alternatives →#11renvrenv 1.2 made installs parallel, its biggest performance change in years.2.5alternatives →#12btwbtw is turning into an agentic R harness that no longer needs you to be in R2.5alternatives →#13ggcorrplotggcorrplot came back after four years and found its significance markers had been lying2.5alternatives →#14ggsciggsci quietly became a palette mirror, then taught itself to generate colors on demand2.5alternatives →#15zipzip 3.0 added encryption, turning a plumbing package into a complete archive tool.2.5alternatives →#16httr2httr2 is growing production concerns: tracing, throttling and token hygiene.2.5alternatives →#17rstatixrstatix hit 1.0 by unrounding every p-value it has ever returned2.5alternatives →#18rextendrrextendr put Rust-backed R packages in the browser, then tore itself down for a 1.0.0 rebuild0.0alternatives →#19rpymatAfter three dormant years, rpymat returned to fix the OpenMP crash that breaks R and conda together0.0alternatives →#20redistredist keeps rewriting the sampler underneath a district-drawing API it has held stable since 4.0.0.0alternatives →#21spsurveyspsurvey has spent four years consolidating after its 5.0.0 rewrite rather than adding to it0.0alternatives →#22epiflowsepiflows has shipped four releases in eight years, none of which changed the code.0.0alternatives →#23billboarderAn htmlwidget whose release notes are mostly billboard.js version bumps, quiet since 2021.0.0alternatives →#24xtsxts is finished software, and its releases now track R's C API more than user requests.0.0alternatives →#25etnetn stopped being an RStudio-server package and became something you can run anywhere.0.0alternatives →#26rdocdumprdocdump grew from a CRAN doc dumper into a resolver that pulls packages from anywhere0.0alternatives →#27googlesheets4googlesheets4's releases track Google's API and gargle's auth, not its own roadmap.0.0alternatives →#28biocroBioCro swapped an unstable iteration for real root finders, changing what its crop models compute.0.0alternatives →#29ggplot2ggplot2 swapped its object system out from under a decade of downstream code0.0alternatives →#30rvestrvest grew a real browser, turning a static scraper into a dynamic one.0.0alternatives →#31ragnarragnar turned its RAG store into an MCP server, so coding agents can search it directly.0.0alternatives →#32vctrsvctrs 0.7 moved conditional recoding down into the tidyverse type system.0.0alternatives →#33ellipsisellipsis' checks live in rlang now; the package is a compatibility shim.0.0alternatives →#34havenhaven's release cadence has narrowed to compiler and R-devel upkeep.0.0alternatives →#35rtootrtoot reached 1.0 by rebuilding on httr2 rather than by adding anything new.0.0alternatives →#36parglmUnder a new maintainer, parglm traded raw speed work for glm parity and memory safety0.0alternatives →#37geoarrow-rgeoarrow tracks the GeoArrow spec and otherwise just keeps compiling0.0alternatives →#38timbrThree years dormant, timbr returns with dplyr verbs that finally respect tree structure0.0alternatives →#39sentencepieceThe R binding to Google's tokenizer has shipped nothing but compiler fixes since 2021.0.0alternatives →#40MVMRMVMR spent 2026 discovering its own estimators had been returning the wrong numbers0.0alternatives →
Frequently asked questions about r
Which SaaS tools ship r in 2026?
hdnom, pak, frictionless-r, factoextra, themis, and 35 more — the r products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.
Which r product has the highest shipping velocity?
hdnom, with the top velocity score (5.0/10) — Sparkpulse's velocity score is derived from verified release data.
How many products are shipping around r?
Sparkpulse currently tracks 89 products carrying the r theme, updated continuously from verified release data.