← Back to home
Comparison · Infra & APIs

pkgload vs projoint

A side-by-side editorial comparison of pkgload and projoint — release velocity, themes, recent moves, and the top alternatives to consider.

pkgload vs projoint: at a glance

Featurepkgloadprojoint
SectorInfra & APIsInfra & APIs
Velocity score0.02.5
Sparks · 30d00
Top themesr, package-development, devtools, ide-integrationconjoint-analysis, survey-research, qualtrics, cran
Last editorial update6d ago1h ago
WebsiteVisit →Visit →

What is pkgload?

pkgload is quietly wiring R package development into modern IDE tooling.

pkgload implements load_all(), the function that simulates installing and loading a package during development, and sits directly underneath devtools. Recent releases pair correctness work on the reload path with integrations aimed at editors: compile_commands.json generation for LSP servers, and breakpoint injection in Positron.

Read the full pkgload trajectory →

What is projoint?

projoint spent a year on CRAN paperwork, then shipped a correctness fix it flagged itself.

projoint is an R package for analysing conjoint survey experiments, covering Qualtrics import, reshaping, and quantity-of-interest estimation with inter-rater reliability correction. Most of its release history is CRAN admission work — citation formats, DESCRIPTION fields, \value{} tags, vignette cleanups — with four tags backfilled within ninety seconds of each other on 15 July in non-monotonic version order, so neither tag order nor timestamps in this feed track the real sequence. The substantive releases are the ones fixing data-preparation bugs that silently corrupt estimates.

Read the full projoint trajectory →

pkgload vs projoint: editorial side-by-side

P
pkgload
INFRA · APIS
0.0

pkgload is quietly wiring R package development into modern IDE tooling.

◆ Current state

pkgload implements load_all(), the function that simulates installing and loading a package during development, and sits directly underneath devtools. Recent releases pair correctness work on the reload path with integrations aimed at editors: compile_commands.json generation for LSP servers, and breakpoint injection in Positron.

◆ Where it's heading

Two threads run in parallel. One tightens namespace lifecycle handling — running unload hooks on reload, keeping the old namespace and DLL loaded so dangling references survive, demoting .onUnload() errors to warnings so a broken hook cannot block reloading. The other exports development metadata so external tools can reason about a package's compiled sources.

◆ Prediction

Expect deeper Positron and LSP integration, plus continued hardening of reload semantics as R restricts direct namespace manipulation further.

P
projoint
INFRA · APIS
2.5

projoint spent a year on CRAN paperwork, then shipped a correctness fix it flagged itself.

◆ Current state

projoint is an R package for analysing conjoint survey experiments, covering Qualtrics import, reshaping, and quantity-of-interest estimation with inter-rater reliability correction. Most of its release history is CRAN admission work — citation formats, DESCRIPTION fields, \value{} tags, vignette cleanups — with four tags backfilled within ninety seconds of each other on 15 July in non-monotonic version order, so neither tag order nor timestamps in this feed track the real sequence. The substantive releases are the ones fixing data-preparation bugs that silently corrupt estimates.

◆ Where it's heading

The maintainer is hardening the path from raw Qualtrics export to estimate, which is where conjoint analysis quietly goes wrong. Three separate releases fix that path: dropped respondent-level weights in organize_data(), repeated-task reshaping in reshape_projoint(), and choice-to-profile mapping in 1.1.3. Each fix now arrives with regression tests and stricter validation rather than just a patch, and 1.1.3 adds an explicit .choice_map so the mapping is auditable instead of inferred.

◆ Prediction

Expect the validation-and-regression-test pattern to keep extending across the import path, with releases continuing to arrive in bursts around CRAN submission rather than on a cadence.

Alternatives to pkgload and projoint

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 pkgload or projoint.

See all pkgload alternatives → · See all projoint alternatives →

Recent activity from pkgload and projoint

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 17d agoprojointExplicit .choice_map guards choice-to-profile mapping
  2. 1mo agoprojointCRAN submission housekeeping for DESCRIPTION and examples
  3. 1mo agoprojointCRAN formatting pass; minor make_projoint_data() fix
  4. 1mo agoprojointreshape_projoint() repeated-task bug fixed; validation tightened
  5. 1mo agoprojointCitation metadata updated with the CRAN DOI
  6. 2mo agopkgloadpkgload 1.5.3 runs unload hooks when reloading a package
  7. 3mo agopkgloadpkgload 1.5.2 improves S7 topic handling
  8. 4mo agopkgloadpkgload 1.5.0 supports breakpoint injection in Positron
  9. 5mo agoprojointorganize_data() no longer drops respondent-level weights
  10. 11mo agopkgloadpkgload 1.4.1 adds a debug flag option, hardens compile_commands
  11. 2y agopkgloadpkgload 1.4.0 generates compile_commands.json for LSP servers
  12. 2y agopkgloadpkgload 1.3.4 exposes a parent temp directory for subprocesses

Frequently asked questions

What is the difference between pkgload and projoint?

They serve adjacent needs but don't currently overlap on shipped themes. projoint 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 pkgload better than projoint?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. projoint 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 pkgload?

Top pkgload alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "pkgload alternatives" section above for the current picks, or visit /alternatives/pkgload for the full list with editorial commentary on each.

What are the best alternatives to projoint?

Top projoint alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "projoint alternatives" section above for the current picks, or visit /alternatives/projoint for the full list with editorial commentary on each.