Retool
Retool is retiring standalone Assist while folding the same capability into the app builder.
Comparison · Infra & APIs
inti vs openairmaps
A side-by-side editorial comparison of inti and openairmaps — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
inti vs openairmaps: at a glance
What is inti?
inti keeps compounding small statistics and publishing tools for plant-science labs.
inti bundles the tooling a plant-science lab uses end to end: the Yupana analysis app, the Tarpuy experiment planner, scihub and rticle document rendering, and helpers for ANOVA and heritability. The 0.7.x line has been dominated by one thread, a PCA sub-module in Yupana carrying variable contribution, dimension correlation, supplementary variables and per-dimension selection. Releases are cumulative: 0.7.0, 0.7.1 and 0.7.2 all restate the same PCA lines, with each tag adding a few items on top, and 0.7.0 itself is split across two tags published 35 seconds apart.
What is openairmaps?
The mapping half of the openair stack, currently dismantling its own static plotting in favour of the parent package.
openairmaps puts openair's air quality analysis onto interactive maps — polar markers on leaflet, trajectory paths and gridded trajectory levels, and popup construction from site metadata. It now requires openair 3.0.0 and R 4.1, and its polar markers are drawn by ggplot2 as a consequence, which brought a theme argument for customising them. The latest release turns off the automatic captions that openair 3.1.0 started adding, and points the remaining static trajectory functions at openair's own implementations.
inti vs openairmaps: editorial side-by-side
inti
2.5INFRA · APIS
inti keeps compounding small statistics and publishing tools for plant-science labs.
◆ Current state
inti bundles the tooling a plant-science lab uses end to end: the Yupana analysis app, the Tarpuy experiment planner, scihub and rticle document rendering, and helpers for ANOVA and heritability. The 0.7.x line has been dominated by one thread, a PCA sub-module in Yupana carrying variable contribution, dimension correlation, supplementary variables and per-dimension selection. Releases are cumulative: 0.7.0, 0.7.1 and 0.7.2 all restate the same PCA lines, with each tag adding a few items on top, and 0.7.0 itself is split across two tags published 35 seconds apart.
◆ Where it's heading
Two axes are moving. Analysis is deepening inside Yupana, where PCA went from a single view to a sub-module with its own contribution and correlation outputs across three tags. Publishing is widening around rticle() and scihub(), which now handle Google Docs markdown, crossrefs and page numbers, continuing the gdocs2qmd work from the 0.6 line. Neither is a change of direction; the package accretes features where the maintainer's own research workflow needs them.
◆ Prediction
Expect the next tag to extend the PCA sub-module again and add another rticle() or scihub() rendering detail, on the two-to-six-week cadence the 0.7 line has held.
openairmaps
0.0INFRA · APIS
The mapping half of the openair stack, currently dismantling its own static plotting in favour of the parent package.
◆ Current state
openairmaps puts openair's air quality analysis onto interactive maps — polar markers on leaflet, trajectory paths and gridded trajectory levels, and popup construction from site metadata. It now requires openair 3.0.0 and R 4.1, and its polar markers are drawn by ggplot2 as a consequence, which brought a theme argument for customising them. The latest release turns off the automatic captions that openair 3.1.0 started adding, and points the remaining static trajectory functions at openair's own implementations.
◆ Where it's heading
This package follows rather than leads. The ggplot2 polar markers, the pipe change, and the R version floor all arrived because the parent package moved first, and the two now ship within hours of each other. The clearer local trend is contraction: the polarMapStatic() family has been removed outright, the static trajectory functions are now thin wrappers around openair equivalents with removal stated as the plan, and argument names keep being retired in favour of openair's. The package is narrowing toward the one thing openair does not do — interactive maps.
◆ Prediction
The static trajectory wrappers are explicitly flagged for removal, so the next significant release should drop them and leave the package purely interactive.
Alternatives to inti and openairmaps
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 inti or openairmaps.
WPML
WPML made machine translation the default, and its point releases keep chasing WordPress and page builders.
forestploter
A forest plot package that keeps handing users control of one more graphical detail.
ggInterval
Interval-valued data plotting, spending 2026 making its function names and examples survive CRAN.
rgm
A microbiome network model that got itself un-archived by deleting the dependency that killed it.
contagionchannels
Three releases in ten days, every one of them a CRAN reviewer's correction rather than a code change.
See all inti alternatives → · See all openairmaps alternatives →
Recent activity from inti and openairmaps
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 22d agointiscihub() gains pages, rticle() improves crossrefs
- 1mo agointi0.7.1 restates the 0.7.0 PCA and Tarpuy notes
- 2mo agointiPCA sub-module adds contribution and dimension correlation
- 2mo agointiNew rticle() renders Google Docs markdown into articles
- 3mo agoopenairmapsPolar map captions off by default; static trajectories delegate upstream
- 4mo agoopenairmapsRequires openair 3.0.0; polar markers move to ggplot2
- 10mo agointiH2cal() takes factors as a formula; scihub() templates updated
- 11mo agointiSciHub RStudio addin arrives; gdocs2qmd table export fixed
- 1y agoopenairmapsPairwise statistics on polar maps; separate size and linewidth controls
- 2y agoopenairmapsStatic maps rebuilt on ggspatial, removing the API key requirement
- 2y agoopenairmapsStatic plotting requires a user-supplied map after Stamen goes behind an API
Frequently asked questions
What is the difference between inti and openairmaps?
Both compete on the same themes — r-package — within Infra & APIs. inti is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 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 inti better than openairmaps?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. inti is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to inti?
Top inti alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "inti alternatives" section above for the current picks, or visit /alternatives/inti for the full list with editorial commentary on each.
What are the best alternatives to openairmaps?
Top openairmaps alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "openairmaps alternatives" section above for the current picks, or visit /alternatives/openairmaps for the full list with editorial commentary on each.