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Comparison · Analytics
glystats vs rstudiothemes
A side-by-side editorial comparison of glystats and rstudiothemes — release velocity, themes, recent moves, and the top alternatives to consider.
glystats vs rstudiothemes: at a glance
What is glystats?
glystats keeps deleting analyses it decided belong somewhere else.
glystats provides the statistical tests behind glycoverse: differential analysis, clustering, dimensionality reduction, and until recently enrichment. The last four releases are mostly subtraction. WGCNA and consensus clustering were removed in 0.10.0 as too interactive for a pipeline package, the enrichment functions were deprecated in the same release and deleted in 0.11.0 in favor of glyfun, and 0.11.0 also removed every gly_*_() matrix and vector interface. What remains accepts SummarizedExperiment inputs.
What is rstudiothemes?
rstudiothemes went from RStudio-only to converting themes across RStudio, VS Code and Positron in four months
rstudiothemes converts editor colour themes between formats and bundles a set of ready-made ones. It appeared in February 2026 as a working prototype tied to a specific RStudio build, reached CRAN in March, and by April had conversion functions and bundled themes for Visual Studio Code and Positron alongside RStudio. Five releases in five months.
glystats vs rstudiothemes: editorial side-by-side
glystats
0.0ANALYTICS
glystats keeps deleting analyses it decided belong somewhere else.
◆ Current state
glystats provides the statistical tests behind glycoverse: differential analysis, clustering, dimensionality reduction, and until recently enrichment. The last four releases are mostly subtraction. WGCNA and consensus clustering were removed in 0.10.0 as too interactive for a pipeline package, the enrichment functions were deprecated in the same release and deleted in 0.11.0 in favor of glyfun, and 0.11.0 also removed every gly_*_() matrix and vector interface. What remains accepts SummarizedExperiment inputs.
◆ Where it's heading
The package is narrowing on purpose. The through-line across removals is a refusal to support two calling conventions or two homes for the same analysis: containers only, no bare matrices; one enrichment implementation, in glyfun. The additive work in the window went to statistical rigor rather than surface area, with effect sizes added to the four main tests, sign bugs fixed, and the log2 pseudo-count reduced.
◆ Prediction
With the interface pruning finished, the next releases are more likely to deepen the tests that remain than to add new analysis families.
rstudiothemes
0.0ANALYTICS
rstudiothemes went from RStudio-only to converting themes across RStudio, VS Code and Positron in four months
◆ Current state
rstudiothemes converts editor colour themes between formats and bundles a set of ready-made ones. It appeared in February 2026 as a working prototype tied to a specific RStudio build, reached CRAN in March, and by April had conversion functions and bundled themes for Visual Studio Code and Positron alongside RStudio. Five releases in five months.
◆ Where it's heading
The package is broadening from one editor to the three that share a lineage, and pushing conversion out of R entirely — 1.1.0 shipped a hosted Shiny app for online theme conversion, so the package is no longer the only way to use it. Recent releases have narrowed to output-format details and documentation, including a Codex-assisted refactor in 1.1.2 matching the maintainer's sweep across other packages.
◆ Prediction
With the three-editor set covered and a hosted converter live, the next additions are more likely bundled themes than new formats. The entries do not indicate plans for editors outside the RStudio/VS Code/Positron family.
Alternatives to glystats and rstudiothemes
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 glystats or rstudiothemes.
spsurvey
spsurvey has spent four years consolidating after its 5.0.0 rewrite rather than adding to it
StreamCatTools
StreamCatTools is quietly moving off web services and onto cloud-native GeoParquet
reproducible
reproducible added a windowed read path so remote GeoTiffs never fully download
qcTAF
qcTAF is building an automated checklist for reproducible fisheries assessments, one criterion at a time
rpymat
After three dormant years, rpymat returned to fix the OpenMP crash that breaks R and conda together
See all glystats alternatives → · See all rstudiothemes alternatives →
Recent activity from glystats and rstudiothemes
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoglystatsDocs recommend the new SE containers
- 1mo agoglystatsTests recognize both container types consistently
- 1mo agoglystatsMatrix interfaces and enrichment functions removed
- 1mo agorstudiothemesDocumentation refresh via Codex-assisted refactor
- 2mo agoglystatsSmaller log2 pseudo-count across DEA and clustering
- 3mo agorstudiothemesSchema and attribution keys added to VS Code/Positron output
- 3mo agoglystatsWGCNA and clustering dropped, enrichment deprecated
- 4mo agoglystatsEffect sizes added and test statistic signs fixed
- 4mo agorstudiothemesPositron and VS Code themes, plus a hosted conversion app
- 5mo agorstudiothemesFirst CRAN release with Catppuccin, Matcha, Andromeda and One Dark Pro
- 6mo agorstudiothemesFirst working version, tied to RStudio 2026.01.0+392
Frequently asked questions
What is the difference between glystats and rstudiothemes?
They serve adjacent needs but don't currently overlap on shipped themes. glystats and rstudiothemes 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.
Is glystats better than rstudiothemes?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. glystats and rstudiothemes 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 Analytics products to evaluate alongside.
What are the best alternatives to glystats?
Top glystats alternatives in Analytics are ranked by recent ship velocity. Browse the "glystats alternatives" section above for the current picks, or visit /alternatives/glystats for the full list with editorial commentary on each.
What are the best alternatives to rstudiothemes?
Top rstudiothemes alternatives in Analytics are ranked by recent ship velocity. Browse the "rstudiothemes alternatives" section above for the current picks, or visit /alternatives/rstudiothemes for the full list with editorial commentary on each.