broom.helpers
After eleven quiet months, the tidier under gtsummary is back to absorbing model classes.
Comparison · Analytics
ggquiver vs scimesh
A side-by-side editorial comparison of ggquiver and scimesh — release velocity, themes, recent moves, and the top alternatives to consider.
ggquiver vs scimesh: at a glance
What is ggquiver?
ggquiver is awake again, fixing arrow scaling that quietly misread irregular data.
A small ggplot2 extension for quiver and vector-field plots. The 0.3.x line in late 2021 made arrows behave outside plain Cartesian coordinates; after a four-year gap, 0.4.0 made them honour scale transformations and exposed grid::arrow() styling. 0.5.0 continues in correctness: automatic vecsize grid detection no longer rescales arrows wrongly on irregularly spaced data like GPS coordinates, an undetectable grid warns rather than errors, and legend keys now show an arrowhead.
What is scimesh?
A mesh renderer grows a scene graph and an exit route into glTF.
scimesh renders 3D meshes from R through a C++ core, aimed at scientific figures such as brain surfaces, with a CLI renderer example alongside the R interface. The newest release adds per-mesh placement transforms, a first-class scene object, and glTF 2.0 export. Development has been rapid and mostly CRAN-directed since mid-July, with several releases spent satisfying R CMD check.
ggquiver vs scimesh: editorial side-by-side
ggquiver
2.5ANALYTICS
ggquiver is awake again, fixing arrow scaling that quietly misread irregular data.
◆ Current state
A small ggplot2 extension for quiver and vector-field plots. The 0.3.x line in late 2021 made arrows behave outside plain Cartesian coordinates; after a four-year gap, 0.4.0 made them honour scale transformations and exposed grid::arrow() styling. 0.5.0 continues in correctness: automatic vecsize grid detection no longer rescales arrows wrongly on irregularly spaced data like GPS coordinates, an undetectable grid warns rather than errors, and legend keys now show an arrowhead.
◆ Where it's heading
The consistent theme across both eras is deferring to ggplot2 rather than drawing on top of it — coordinate systems first, then scale transformations, then arrow styling handed to grid, and now the automatic sizing heuristic itself. The two 0.4.0/0.5.0 releases inside seven months suggest the four-year gap was dormancy rather than abandonment, and the work has shifted from integration gaps to the package's own inference: 0.5.0 is the first release to treat automatic grid detection as something that can be wrong rather than merely absent. The changelog remains entirely correctness and integration; there is still no sign of new plot types.
◆ Prediction
The entries support a narrow read: further releases will likely keep hardening vecsize inference and closing ggplot2 integration gaps as users report them. Two releases in seven months hint the cadence has resumed, but one gap of four years makes that weak evidence.
scimesh
6.3ANALYTICS
A mesh renderer grows a scene graph and an exit route into glTF.
◆ Current state
scimesh renders 3D meshes from R through a C++ core, aimed at scientific figures such as brain surfaces, with a CLI renderer example alongside the R interface. The newest release adds per-mesh placement transforms, a first-class scene object, and glTF 2.0 export. Development has been rapid and mostly CRAN-directed since mid-July, with several releases spent satisfying R CMD check.
◆ Where it's heading
The package is moving from a renderer that takes a list of meshes to one that holds a scene: meshes now carry their own model matrix and name rather than being modified in place, and that structure is exactly what the glTF exporter walks. The same release corrects a transposed 4x4 matrix convention that only diagonal inputs had hidden, which is the kind of fix that comes from a growing scene layer exercising the transform path properly.
◆ Prediction
glTF export is one-way today, so import is the obvious next step; the alternative is filling the gap the exporter names, since fog, SSAO and shading mode have no glTF equivalent.
Alternatives to ggquiver and scimesh
Other Analytics 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 ggquiver or scimesh.
OpenHouse
OpenHouse starts adding per-column defaults while still closing silent-failure holes.
Distributions.jl
Julia's distribution library keeps filing down the edges where sampling meets array types
Power BI
Power BI's monthly grind: authoring defaults, DAX documentation, and mobile finally catching up.
vecvec
A lazy vector container keeps closing the gaps where it quietly materialised anyway.
haze
Mesh interpolation drops its custom fork dependency and sheds weight.
See all ggquiver alternatives → · See all scimesh alternatives →
Recent activity from ggquiver and scimesh
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoggquiverArrow scaling fixed for irregular grids; legend keys gain arrowheads
- 1d agoscimeshVersion 0.3.3 -- Scene transforms, scene object, glTF export ⚡
- 9d agoscimeshVersion 0.3.2 -- CRAN review fixes
- 22d agoscimeshVersion 0.2.8 -- Changes for CRAN submission only
- 22d agoscimeshVersion 0.2.7 -- Small improvements
- 1mo agoscimeshVersion 0.2.5 -- Fix CRAN checks
- 1mo agoscimeshVersion 0.2.3 -- Convenience Image Ops
- 6mo agoggquiverArrows respect scale transformations and grid arrow styling
- 4y agoggquiverArrow scaling and centered-arrow angle fixes
- 4y agoggquiverFix for resized vectors via vecsize
- 4y agoggquiverNon-Cartesian coordinates and ggmap backgrounds supported
Frequently asked questions
What is the difference between ggquiver and scimesh?
They serve adjacent needs but don't currently overlap on shipped themes. scimesh is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is ggquiver better than scimesh?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. scimesh is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to ggquiver?
Top ggquiver alternatives in Analytics are ranked by recent ship velocity. Browse the "ggquiver alternatives" section above for the current picks, or visit /alternatives/ggquiver for the full list with editorial commentary on each.
What are the best alternatives to scimesh?
Top scimesh alternatives in Analytics are ranked by recent ship velocity. Browse the "scimesh alternatives" section above for the current picks, or visit /alternatives/scimesh for the full list with editorial commentary on each.