profileCI
Profile-likelihood confidence intervals for any fitted model, in a feed that publishes out of order.
Comparison · Infra & APIs
quickr vs rextendr
A side-by-side editorial comparison of quickr and rextendr — release velocity, themes, recent moves, and the top alternatives to consider.
quickr vs rextendr: at a glance
What is quickr?
quickr's R-to-Fortran compiler now handles matrices, closures and OpenMP.
quickr compiles a subset of R to Fortran and calls it back from R, so numerical code can run without hand-writing C or Fortran. Version 0.3.0 is the release where that subset stops being small: matrix and linear algebra operations lower to the same BLAS/LAPACK that R uses, local closures and sapply() are supported with copy-on-modify semantics preserved, and for loops and sapply() calls can be marked for OpenMP parallelism via declare(parallel()).
What is rextendr?
rextendr put Rust-backed R packages in the browser, then tore itself down for a 1.0.0 rebuild
rextendr is the R-side toolchain for extendr, scaffolding and compiling R packages with Rust internals. The package is mid-teardown: the 0.4-final tag in October 2025 warns that main may not work as expected and directs users to install from that tag, and April 2026's release is titled as one more developer release before 1.0.0. Meanwhile the CRAN-facing 0.4.x line did the substantive work.
quickr vs rextendr: editorial side-by-side
quickr
0.0INFRA · APIS
quickr's R-to-Fortran compiler now handles matrices, closures and OpenMP.
◆ Current state
quickr compiles a subset of R to Fortran and calls it back from R, so numerical code can run without hand-writing C or Fortran. Version 0.3.0 is the release where that subset stops being small: matrix and linear algebra operations lower to the same BLAS/LAPACK that R uses, local closures and sapply() are supported with copy-on-modify semantics preserved, and for loops and sapply() calls can be marked for OpenMP parallelism via declare(parallel()).
◆ Where it's heading
The first two releases filled in language basics, control flow, arithmetic operators, multiple return values. Version 0.3.0 shifts to the constructs real numerical code is actually written in, and the compiler work underneath it, nested compilation scopes and block-scoped temporaries, is aimed at large functions and heap-versus-stack control for big temporaries. Toolchain work points the same way: LLVM flang is used on macOS when present, and the minimum R version was lowered to 4.3.0 to widen who can install it.
◆ Prediction
Expect the next releases to keep extending the compilable subset toward the remaining apply-family functions and to build out the parallelism story that declare(parallel()) opens.
rextendr
0.0INFRA · APIS
rextendr put Rust-backed R packages in the browser, then tore itself down for a 1.0.0 rebuild
◆ Current state
rextendr is the R-side toolchain for extendr, scaffolding and compiling R packages with Rust internals. The package is mid-teardown: the 0.4-final tag in October 2025 warns that main may not work as expected and directs users to install from that tag, and April 2026's release is titled as one more developer release before 1.0.0. Meanwhile the CRAN-facing 0.4.x line did the substantive work.
◆ Where it's heading
Two threads run in parallel. The first is reach: 0.4.0 added WebR support out of the box for all extendr packages by enabling the wasm32-unknown-emscripten target, and 0.4.2 followed with the panic and link-time-optimization settings needed to make those builds actually work. The second is CRAN compliance — use_cran_defaults(), vendor_pkgs(), automatic SystemRequirements fields, and configure scripts, all aimed at getting Rust-powered packages accepted on CRAN. The rebuild announced in 0.4-final is a third thread whose shape the entries do not reveal.
◆ Prediction
The stated destination is 1.0.0 built on the new Makevars-linked build process, so that release is the next milestone. What the revamp changes for existing extendr packages is not described in any entry here.
Alternatives to quickr and rextendr
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 quickr or rextendr.
RNiftyReg
Medical image registration, maintained with unusual care for other people's conventions.
frontmatter
A small R parser quietly becoming format-agnostic about front matter.
hubValidations
Submission validation for forecast hubs, rebuilt around which file each check belongs to.
kwb.pkgbuild
kwb.pkgbuild's CI templates went four years without a refresh, then had to be rebuilt for current runners
saperlipopette
saperlipopette turned Git disasters into practice exercises, then passed peer review
See all quickr alternatives → · See all rextendr alternatives →
Recent activity from quickr and rextendr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3mo agorextendrNew Makevars-linked build process ahead of 1.0.0
- 3mo agoquickrLinear algebra, local closures and OpenMP land in quickr ⚡
- 8mo agoquickrNegation, unary operators and multi-array returns compile
- 9mo agorextendrFinal development tag before the rewrite; template and SystemRequirements changes
- 11mo agorextendrextendr-api version pinning and WebR-compatible build profile
- 11mo agoquickrLoops, modular arithmetic and RNG integration reach the compiler
- 1y agorextendrFix tests executed on CRAN
- 1y agorextendrWebR support out of the box for all extendr packages ⚡
- 3y agorextendrPackage templates updated for Rust 1.70
Frequently asked questions
What is the difference between quickr and rextendr?
They serve adjacent needs but don't currently overlap on shipped themes. quickr and rextendr 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 quickr better than rextendr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. quickr and rextendr 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.
What are the best alternatives to quickr?
Top quickr alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "quickr alternatives" section above for the current picks, or visit /alternatives/quickr for the full list with editorial commentary on each.
What are the best alternatives to rextendr?
Top rextendr alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "rextendr alternatives" section above for the current picks, or visit /alternatives/rextendr for the full list with editorial commentary on each.