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Comparison · Infra & APIs

checkhelper vs radiatR

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

checkhelper vs radiatR: at a glance

FeaturecheckhelperradiatR
SectorInfra & APIsInfra & APIs
Velocity score2.52.5
Sparks · 30d00
Top themesr-packages, cran-compliance, static-analysis, developer-toolscircular-statistics, animal-movement, r-package, shiny-app
Last editorial update1h ago3h ago
WebsiteVisit →Visit →

What is checkhelper?

checkhelper grew from a check wrapper into a CRAN pre-submission auditor.

1.0.0 added a whole audit_* family — audit_downloads(), audit_description(), audit_dontrun() and audit_citation() — each parsing package source statically and returning a tibble of hits paired with a suggested fix. The package is now defending that position: 1.0.1 rc1 is a submission candidate answering a CRAN archival notice, after roxygen2 8.x moved DESCRIPTION's RoxygenNote field and broke a find_missing_tags() test fixture.

Read the full checkhelper trajectory →

What is radiatR?

A circular-statistics toolkit for animal movement, shipped and then tightened in three weeks.

radiatR reads movement trajectories, plots them on circular axes, computes kinematics such as speed and path sinuosity, and runs the circular statistics that go with them, including tests of mean direction, symmetry and unimodality. It arrived as a first public release on 9 July 2026 with an accompanying Shiny app, and has had two releases since at roughly weekly intervals. The 0.1.x line is still setting its boundaries: 0.1.2 removes a loader dialect and makes previously silent data problems into errors.

Read the full radiatR trajectory →

checkhelper vs radiatR: editorial side-by-side

C
checkhelper
INFRA · APIS
2.5

checkhelper grew from a check wrapper into a CRAN pre-submission auditor.

◆ Current state

1.0.0 added a whole audit_* family — audit_downloads(), audit_description(), audit_dontrun() and audit_citation() — each parsing package source statically and returning a tibble of hits paired with a suggested fix. The package is now defending that position: 1.0.1 rc1 is a submission candidate answering a CRAN archival notice, after roxygen2 8.x moved DESCRIPTION's RoxygenNote field and broke a find_missing_tags() test fixture.

◆ Where it's heading

The design commitment is static analysis — AST walks via getParseData(), line-by-line Rd reading, no eval() and no namespace loading — so the tool can report on a package it never runs. That commitment is what made the roxygen2 8.x break survivable: the audit pipeline itself was verified correct under 8.1.0 and only the test scaffolding had to go, now guarded by a dedicated regression test. fix_globals(write = TRUE) is being sanded down in parallel, no longer flattening per-function grouping comments or writing a degenerate empty globalVariables() shell.

◆ Prediction

The immediate move is the 1.0.1 submission itself, clearing the archival notice. Beyond that, each additional CRAN incoming-check rule remains a candidate for another audit_* function; the open question these notes still leave is whether the family ever gets a single combined entry point.

R
radiatR
INFRA · APIS
2.5

A circular-statistics toolkit for animal movement, shipped and then tightened in three weeks.

◆ Current state

radiatR reads movement trajectories, plots them on circular axes, computes kinematics such as speed and path sinuosity, and runs the circular statistics that go with them, including tests of mean direction, symmetry and unimodality. It arrived as a first public release on 9 July 2026 with an accompanying Shiny app, and has had two releases since at roughly weekly intervals. The 0.1.x line is still setting its boundaries: 0.1.2 removes a loader dialect and makes previously silent data problems into errors.

◆ Where it's heading

Three releases in twelve days show a package hardening in public rather than accreting features. The direction of travel is toward refusing bad input instead of quietly working around it: non-finite coordinate rows now error by default rather than being dropped silently, combining Tracks objects rejects colliding trajectory ids and conflicting calibration metadata instead of merging them and discarding one side, and the Shiny app clears prior state before reading a new upload. The statistical surface is growing in parallel, but within the scope the first release already claimed.

◆ Prediction

Expect the remaining goodness-of-fit gap the notes name explicitly, Jones-Pewsey, to be filled in a later release, and the error-on-bad-input treatment to reach the parts of the loader it has not yet covered. A CRAN submission is the natural next step for a package this young, though nothing in these entries commits to one.

Alternatives to checkhelper and radiatR

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 checkhelper or radiatR.

See all checkhelper alternatives → · See all radiatR alternatives →

Recent activity from checkhelper and radiatR

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

  1. 1d agocheckhelpercheckhelper 1.0.1 rc1 (CRAN submission candidate)
  2. 29d agoradiatRctrax loader dropped; bad coordinates now error by default
  3. 1mo agoradiatRWrapped-Cauchy and Pycke tests close two statistical gaps
  4. 1mo agoradiatRFirst public release
  5. 3mo agocheckhelperA static audit_* family for CRAN pre-submission checks
  6. 2y agocheckhelperTest fixes for roxygen2 changes
  7. 3y agocheckhelpercheckhelper 0.1.0 - First CRAN Release

Frequently asked questions

What is the difference between checkhelper and radiatR?

They serve adjacent needs but don't currently overlap on shipped themes. checkhelper and radiatR are shipping at a similar cadence (velocity 2.5 vs 2.5, 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 checkhelper better than radiatR?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. checkhelper and radiatR are shipping at a similar cadence (velocity 2.5 vs 2.5, 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 checkhelper?

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

What are the best alternatives to radiatR?

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