INFRA · APIS
A genomics workhorse whose visible release feed stops dead in mid-2020.
Alternatives · developer tools
REDCapR alternatives
The best REDCapR alternatives in developer tools, ranked by Sparkpulse's velocity_score.
Updated Aug 20, 2026
Looking for the best alternatives to REDCapR? Sparkpulse tracks and ranks 12 alternatives in developer tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, REDCapR shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About REDCapR
The REDCap API client finished its breaking cleanup and settled into CRAN-compliance mode.
REDCapR is a mature R client for the REDCap research data-capture API, and its release stream shows a package that has already made its consequential changes. The last two releases (1.5.0, 1.6.0) exist purely to satisfy CRAN checks — dropping native pipes from non-essential code, keeping examples from touching an external server. The functional surface has been stable since early 2025.
Velocity 0.0 · Last update 45m ago
Top 12 alternatives to REDCapR
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
INFRA · APIS
The R phone-number package stopped only parsing numbers and started asking them where they are.
INFRA · APIS
A Venn diagram package whose public release notes say almost nothing — including about its copyright cleanup.
INFRA · APIS
A Shiny app for choosing the right ordinal test reached CRAN in a single 90-minute burst of tags.
INFRA · APIS
A new R localization package that reached CRAN and immediately downgraded itself to experimental.
INFRA · APIS
An R client for HERE's location APIs, shaped almost entirely by what the vendor exposes next.
INFRA · APIS
One paper, one release: the functional control chart package ships methods as they get published.
INFRA · APIS
The LaTeX-to-R-Markdown converter that stopped transcribing articles and started making them executable.
INFRA · APIS
The pivot table package that ships only when R itself changes underneath it.
INFRA · APIS
Four years dormant, then a CRAN-notes patch — the table renderer that already did what it set out to do.
INFRA · APIS
Labelled survey data, one edge case at a time — and the edge cases are all about missing values.
INFRA · APIS
A geochemistry thermodynamics engine that changed its units and its database schema in one release.
REDCapR vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| REDCapR (baseline) | 0.0 | 0 | redcapr-packageapi-client | Read functions return tibbles; the collapsed-parameter family is deprecated |
| vcfR | 0.0 | 0 | genomicsvcfpopulation-genetics | — |
| dialr | 0.0 | 0 | phone-numberslibphonenumberrjava | Carrier, geocode, and timezone lookups added |
| ggVennDiagram | 0.0 | 0 | ggplot2venn-diagramvisualization | — |
| ordinalsimr | 0.0 | 0 | ordinal-datashinysimulation | Ordinal endpoint simulator submitted to CRAN |
| transltr | 0.0 | 0 | localizationinternationalizationr-package | First release of the R localization package |
| hereR | 0.0 | 0 | geospatialroutingapi-client | — |
| funcharts | 0.0 | 0 | functional-datacontrol-chartsstatistical-process-control | All fda basis systems accepted, not just B-splines |
| texor | 0.0 | 0 | latexr-markdowndocument-conversion | Sweave becomes a supported source format |
| pivottabler | 0.0 | 0 | pivot-tablesr-packagehtml | — |
| basictabler | 0.0 | 0 | r-packagetable-renderinghtml | Cell selection and styling reworked, and aligned with pivottabler |
| eatGADS | 0.0 | 0 | survey-dataspssvalue-labels | — |
| CHNOSZ | 0.0 | 0 | geochemistrythermodynamicsphase-diagrams | Joules become the default and the OBIGT schema is rebuilt |
The 12 best REDCapR alternatives, in depth
1. vcfR · velocity 0.0
A genomics workhorse whose visible release feed stops dead in mid-2020.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where REDCapR leans on redcap, r package and api client, vcfR focuses on genomics, vcf and population genetics.
vcfR and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. dialr · velocity 0.0
The R phone-number package stopped only parsing numbers and started asking them where they are.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Carrier, geocode, and timezone lookups added”.
Where REDCapR leans on redcap, r package and api client, dialr focuses on phone numbers, libphonenumber and rjava.
dialr and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. ggVennDiagram · velocity 0.0
A Venn diagram package whose public release notes say almost nothing — including about its copyright cleanup.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where REDCapR leans on redcap, r package and api client, ggVennDiagram focuses on ggplot2, venn diagram and visualization.
ggVennDiagram and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ggVennDiagram trajectory → · Compare REDCapR vs ggVennDiagram →
4. ordinalsimr · velocity 0.0
A Shiny app for choosing the right ordinal test reached CRAN in a single 90-minute burst of tags.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Ordinal endpoint simulator submitted to CRAN”.
Where REDCapR leans on redcap, r package and api client, ordinalsimr focuses on ordinal data, shiny and simulation.
ordinalsimr and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ordinalsimr trajectory → · Compare REDCapR vs ordinalsimr →
5. transltr · velocity 0.0
A new R localization package that reached CRAN and immediately downgraded itself to experimental.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “First release of the R localization package”.
Where REDCapR leans on redcap, r package and api client, transltr focuses on localization, internationalization and r package.
transltr and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. hereR · velocity 0.0
An R client for HERE's location APIs, shaped almost entirely by what the vendor exposes next.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where REDCapR leans on redcap, r package and api client, hereR focuses on geospatial, routing and api client.
hereR and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. funcharts · velocity 0.0
One paper, one release: the functional control chart package ships methods as they get published.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “All fda basis systems accepted, not just B-splines”.
Where REDCapR leans on redcap, r package and api client, funcharts focuses on functional data, control charts and statistical process control.
funcharts and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full funcharts trajectory → · Compare REDCapR vs funcharts →
8. texor · velocity 0.0
The LaTeX-to-R-Markdown converter that stopped transcribing articles and started making them executable.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Sweave becomes a supported source format”.
Where REDCapR leans on redcap, r package and api client, texor focuses on latex, r markdown and document conversion.
texor and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. pivottabler · velocity 0.0
The pivot table package that ships only when R itself changes underneath it.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where REDCapR leans on redcap, r package and api client, pivottabler focuses on pivot tables, r package and html.
pivottabler and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full pivottabler trajectory → · Compare REDCapR vs pivottabler →
10. basictabler · velocity 0.0
Four years dormant, then a CRAN-notes patch — the table renderer that already did what it set out to do.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Cell selection and styling reworked, and aligned with pivottabler”.
Where REDCapR leans on redcap, r package and api client, basictabler focuses on r package, table rendering and html.
basictabler and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full basictabler trajectory → · Compare REDCapR vs basictabler →
11. eatGADS · velocity 0.0
Labelled survey data, one edge case at a time — and the edge cases are all about missing values.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where REDCapR leans on redcap, r package and api client, eatGADS focuses on survey data, spss and value labels.
eatGADS and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. CHNOSZ · velocity 0.0
A geochemistry thermodynamics engine that changed its units and its database schema in one release.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Joules become the default and the OBIGT schema is rebuilt”.
Where REDCapR leans on redcap, r package and api client, CHNOSZ focuses on geochemistry, thermodynamics and phase diagrams.
CHNOSZ and REDCapR have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to REDCapR?
The top REDCapR alternatives we currently track in developer tools are vcfR, dialr, ggVennDiagram, ordinalsimr, transltr, ranked by recent ship velocity.
How is this list of REDCapR alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare REDCapR directly with one of these alternatives?
Yes — every card has a "Compare with REDCapR" link to a side-by-side /compare page.