Retool
Retool is retiring standalone Assist while folding the same capability into the app builder.
A side-by-side editorial comparison of forestploter and openair — release velocity, themes, recent moves, and the top alternatives to consider.
A forest plot package that keeps handing users control of one more graphical detail.
forestploter draws forest plots where the layout is driven by the data frame itself, so text columns and confidence intervals sit in the same grid. The theme function has become the package's centre of gravity: it now controls graphical parameters for titles, legends, axis, arrow labels, footnotes, and reference lines, with multi-column and row-order legend controls added most recently. Two releases shipped nine minutes apart in April 2026 after a two-year gap, deprecating some theme parameters, removing inter-cell gaps, and improving tick breaks.
Air quality analysis rebuilt on ggplot2, twenty years of lattice plotting dropped in one release.
openair is the reference toolkit for UK and European air quality data analysis, covering import from national monitoring networks, time averaging, polar and trajectory plots, and trend estimation. Version 3.0.0 rewrote every plotting function in ggplot2 and removed lattice, latticeExtra, hexbin, and mapproj from the dependency tree; 3.1.0 followed six weeks later to settle how parameters reach those functions, remapping base and lattice graphics arguments to ggplot2 equivalents with a warning rather than failing outright.
forestploter draws forest plots where the layout is driven by the data frame itself, so text columns and confidence intervals sit in the same grid. The theme function has become the package's centre of gravity: it now controls graphical parameters for titles, legends, axis, arrow labels, footnotes, and reference lines, with multi-column and row-order legend controls added most recently. Two releases shipped nine minutes apart in April 2026 after a two-year gap, deprecating some theme parameters, removing inter-cell gaps, and improving tick breaks.
The direction has been consistent for four years: whatever a user might want to restyle eventually becomes an argument. Point size stopped being transformed, cell height adjustment was removed as unwanted, legends gained size, column, and fill-order control, and vertical lines learned to extend the full plot height and to draw beneath the whiskers. The one structural move was 1.1.0, which let callers supply their own confidence-interval and summary drawing functions — turning a fixed renderer into an extensible one. Everything since has been the arguments that extensibility did not cover.
The latest release deprecates theme parameters rather than adding them, which suggests the next one consolidates the theme surface that has grown for four years rather than extending it further.
openair is the reference toolkit for UK and European air quality data analysis, covering import from national monitoring networks, time averaging, polar and trajectory plots, and trend estimation. Version 3.0.0 rewrote every plotting function in ggplot2 and removed lattice, latticeExtra, hexbin, and mapproj from the dependency tree; 3.1.0 followed six weeks later to settle how parameters reach those functions, remapping base and lattice graphics arguments to ggplot2 equivalents with a warning rather than failing outright.
Two threads run through these releases. The first is the rendering migration and its long tail — deprecated arguments rehomed into breakOpts(), graphical parameters standardized on ggplot2 conventions, trajectory projections collapsed from three arguments into a single crs. The second is data access decaying underneath the package: importEurope() now errors for recent years because the database behind it was retired, while importUKAQ() gained automatic source detection and steadily more careful ratification handling. Correctness fixes keep landing in the analytical core too, including a corrected TheilSen intercept and more consistent bin boundaries in multi-period time averaging.
The migration is not finished — 3.1.0 is still remapping legacy graphics arguments with warnings — so expect a release that turns those deprecations into removals, and continued churn around European data import while the replacement service settles.
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either forestploter or openair.
Retool is retiring standalone Assist while folding the same capability into the app builder.
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Three releases in ten days, every one of them a CRAN reviewer's correction rather than a code change.
Pipeline provenance for tidyverse workflows, recording what changed at each step without keeping the data.
See all forestploter alternatives → · See all openair alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — r-package — within Infra & APIs. forestploter and openair are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. forestploter and openair are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
Top forestploter alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "forestploter alternatives" section above for the current picks, or visit /alternatives/forestploter for the full list with editorial commentary on each.
Top openair alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "openair alternatives" section above for the current picks, or visit /alternatives/openair for the full list with editorial commentary on each.