easystats
The easystats meta-package is install tooling wrapped around a relicensed ecosystem.
Comparison · Analytics
bigrquery vs leaflet
A side-by-side editorial comparison of bigrquery and leaflet — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:licensing
bigrquery vs leaflet: at a glance
What is bigrquery?
bigrquery went MIT, then handed its slowest path to the BigQuery Storage API
bigrquery is the R client for Google BigQuery. Version 1.5.0 was the structural release - MIT relicensing, removal of the long-deprecated non-bq_ API, and a move to the second edition of the dbplyr interface with a much fuller DBI implementation. Since then the work has been about the two things that hurt in practice: download throughput and cost visibility.
What is leaflet?
leaflet relicensed to MIT and finished migrating off R's retired spatial stack
leaflet is the R binding for the Leaflet mapping library. Its recent releases are dominated by one long migration: away from sp, rgdal, rgeos and raster, and toward sf and terra. Version 2.2.3 completed the user-facing half of that - sp is no longer installed by default, and bundled datasets ship as sf objects - while also relicensing the package from GPL-2 to MIT.
bigrquery vs leaflet: editorial side-by-side
bigrquery
0.0ANALYTICS
bigrquery went MIT, then handed its slowest path to the BigQuery Storage API
◆ Current state
bigrquery is the R client for Google BigQuery. Version 1.5.0 was the structural release - MIT relicensing, removal of the long-deprecated non-bq_ API, and a move to the second edition of the dbplyr interface with a much fuller DBI implementation. Since then the work has been about the two things that hurt in practice: download throughput and cost visibility.
◆ Where it's heading
The package is settling into being a well-behaved DBI and dbplyr backend rather than a bespoke API wrapper, and offloading its hard parts to specialist packages - clock for date parsing, bigrquerystorage for bulk downloads, gargle for auth. The recent additions read like responses to production use: job labels for cost allocation, microsecond timestamp precision, a configurable quiet option.
◆ Prediction
Expect bigrquerystorage to move from optional to expected for large reads, and further work on upload fidelity, where digits and timezone handling have needed repeated correction.
leaflet
0.0ANALYTICS
leaflet relicensed to MIT and finished migrating off R's retired spatial stack
◆ Current state
leaflet is the R binding for the Leaflet mapping library. Its recent releases are dominated by one long migration: away from sp, rgdal, rgeos and raster, and toward sf and terra. Version 2.2.3 completed the user-facing half of that - sp is no longer installed by default, and bundled datasets ship as sf objects - while also relicensing the package from GPL-2 to MIT.
◆ Where it's heading
This is a package being brought into line with an ecosystem that changed underneath it. The retirement of rgdal and rgeos forced the terra and sf work; the license change and dependency reductions are the maintainers taking the opportunity to clean up while they are already in there. Feature work, such as the full viridisLite palette set, arrives as a side effect of the tidying.
◆ Prediction
With the sp path now opt-in and the retired geospatial dependencies gone, expect the remaining work to be small: palette and provider-tile handling, and keeping the bundled JavaScript current.
Alternatives to bigrquery and leaflet
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 bigrquery or leaflet.
discrim
discrim settled into a thin engine shim after handing its model definitions to parsnip.
dbparser
dbparser shed its database and CSV writers to become just a DrugBank parser.
desirability2
desirability2 is making multi-metric model selection a first-class tidymodels step.
crosstalk
crosstalk is frozen infrastructure: four releases in five years, mostly CRAN upkeep.
cmdstanr
cmdstanr keeps adding fast approximations beside full HMC, and fighting Windows toolchains.
See all bigrquery alternatives → · See all leaflet alternatives →
Recent activity from bigrquery and leaflet
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3mo agobigrqueryJob labels for cost allocation; microsecond upload precision
- 11mo agoleafletMIT relicensing and sp dropped from default installs ⚡
- 11mo agobigrqueryUses bigrquerystorage automatically for large downloads
- 11mo agobigrqueryDevelopment snapshot advancing 1.4.0 deprecations
- 2y agoleafletterra CRS handling fixed; raster images accept layer options
- 2y agobigrqueryForward compatibility with an upcoming dbplyr release
- 2y agobigrqueryMIT relicensing, dbplyr second edition, full DBI support ⚡
- 2y agoleafletProvider tile dependency is cacheable by knitr again
- 2y agoleafletAdds terra support and removes rgdal and rgeos
- 3y agoleafletUpdates proj4.js and fixes examples to stay on CRAN
- 3y agobigrquerySyncs with gargle's OAuth client rename
Frequently asked questions
What is the difference between bigrquery and leaflet?
Both compete on the same themes — licensing — within Analytics. bigrquery and leaflet 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 bigrquery better than leaflet?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. bigrquery and leaflet 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 bigrquery?
Top bigrquery alternatives in Analytics are ranked by recent ship velocity. Browse the "bigrquery alternatives" section above for the current picks, or visit /alternatives/bigrquery for the full list with editorial commentary on each.
What are the best alternatives to leaflet?
Top leaflet alternatives in Analytics are ranked by recent ship velocity. Browse the "leaflet alternatives" section above for the current picks, or visit /alternatives/leaflet-r for the full list with editorial commentary on each.