profileCI
Profile-likelihood confidence intervals for any fitted model, in a feed that publishes out of order.
Comparison · Infra & APIs
nominatimlite vs quickr
A side-by-side editorial comparison of nominatimlite and quickr — release velocity, themes, recent moves, and the top alternatives to consider.
nominatimlite vs quickr: at a glance
What is nominatimlite?
nominatimlite's real work was self-hosting and caching; 0.6.0 is an internal refactor with no API change
nominatimlite is a dependency-light R client for the Nominatim geocoding API, returning results as plain data frames or sf objects. The features that define it landed in 0.4.0 — structured queries, local Nominatim server support, and JSONV2 output — and 0.5.0 added session-scoped caching plus a 1.2-second inter-request delay to stay within the public API's usage policy. 0.6.0 in June 2026 changed no public behaviour.
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()).
nominatimlite vs quickr: editorial side-by-side
nominatimlite
0.0INFRA · APIS
nominatimlite's real work was self-hosting and caching; 0.6.0 is an internal refactor with no API change
◆ Current state
nominatimlite is a dependency-light R client for the Nominatim geocoding API, returning results as plain data frames or sf objects. The features that define it landed in 0.4.0 — structured queries, local Nominatim server support, and JSONV2 output — and 0.5.0 added session-scoped caching plus a 1.2-second inter-request delay to stay within the public API's usage policy. 0.6.0 in June 2026 changed no public behaviour.
◆ Where it's heading
The package has settled. Recent effort goes to being a well-behaved API citizen and to internal consistency: 0.6.0 raised the minimum R to 4.1.0 and refactored URL construction, progress handling, coordinate validation and output preparation with AI assistance, explicitly leaving the public API untouched. That refactor is part of a sweep across the same maintainer's packages in the same weeks.
◆ Prediction
With the API surface stable and rate-limiting handled, future releases most likely track upstream Nominatim endpoint changes, as 0.4.0 did for v4.4.0. Nothing in the entries points to new query capabilities.
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.
Alternatives to nominatimlite and quickr
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 nominatimlite or quickr.
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.
rextendr
rextendr put Rust-backed R packages in the browser, then tore itself down for a 1.0.0 rebuild
kwb.pkgbuild
kwb.pkgbuild's CI templates went four years without a refresh, then had to be rebuilt for current runners
See all nominatimlite alternatives → · See all quickr alternatives →
Recent activity from nominatimlite and quickr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2mo agonominatimliteInternal refactor with no public API change; minimum R now 4.1.0
- 3mo agoquickrLinear algebra, local closures and OpenMP land in quickr ⚡
- 5mo agonominatimliteSession caching and 1.2s throttling for API calls
- 7mo agonominatimliteMinor fixes to reverse geocoding functions
- 8mo agoquickrNegation, unary operators and multi-array returns compile
- 11mo agoquickrLoops, modular arithmetic and RNG integration reach the compiler
- 1y agonominatimliteDocumentation update
- 2y agonominatimliteFix crash on long OSM IDs in address lookup
- 2y agonominatimliteStructured queries, local server support and JSONV2 output
Frequently asked questions
What is the difference between nominatimlite and quickr?
They serve adjacent needs but don't currently overlap on shipped themes. nominatimlite and quickr 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 nominatimlite better than quickr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. nominatimlite and quickr 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 nominatimlite?
Top nominatimlite alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "nominatimlite alternatives" section above for the current picks, or visit /alternatives/nominatimlite for the full list with editorial commentary on each.
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.