spsurvey
spsurvey has spent four years consolidating after its 5.0.0 rewrite rather than adding to it
Comparison · Analytics
rasterpic vs tibblify
A side-by-side editorial comparison of rasterpic and tibblify — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r
rasterpic vs tibblify: at a glance
What is rasterpic?
rasterpic became an S3 generic and picked up stars support; the rest is upkeep
rasterpic georeferences ordinary images onto spatial objects, producing terra SpatRasters that can be plotted as basemaps or overlays. The package is small and its job is narrow. The meaningful recent change is 0.5.0, which turned rasterpic_img() into an S3 generic with methods per input class and added support for stars objects alongside sf and terra.
What is tibblify?
tibblify learned to derive its own specs from OpenAPI, removing the step users disliked most
tibblify converts nested lists and JSON into rectangular tibbles using an explicit specification of the expected structure. Its 0.2.0 rewrite moved the engine to C and reset the API; 0.3.1 then added a path to generate specifications from an OpenAPI document rather than hand-writing them. 0.4.0 in May 2026 is the first release in over two years, and it is a breaking cleanup.
rasterpic vs tibblify: editorial side-by-side
rasterpic
0.0ANALYTICS
rasterpic became an S3 generic and picked up stars support; the rest is upkeep
◆ Current state
rasterpic georeferences ordinary images onto spatial objects, producing terra SpatRasters that can be plotted as basemaps or overlays. The package is small and its job is narrow. The meaningful recent change is 0.5.0, which turned rasterpic_img() into an S3 generic with methods per input class and added support for stars objects alongside sf and terra.
◆ Where it's heading
The direction is broader input-class coverage inside the same single-function design, and tighter integration with the plotting ecosystem downstream. 0.3.0 renamed output layers to r/g/b/alpha specifically to stay compatible with tmap 4.0; 0.5.1 restored the RGB specification on masked and inverted output after it regressed, and moved errors and warnings to cli formatting. Releases are frequent but small.
◆ Prediction
With the generic in place, adding further input classes is now cheap, so that is the likely direction. The 0.5.1 regression on mask/inverse output suggests the RGB-specification path is the fragile part worth watching.
tibblify
0.0ANALYTICS
tibblify learned to derive its own specs from OpenAPI, removing the step users disliked most
◆ Current state
tibblify converts nested lists and JSON into rectangular tibbles using an explicit specification of the expected structure. Its 0.2.0 rewrite moved the engine to C and reset the API; 0.3.1 then added a path to generate specifications from an OpenAPI document rather than hand-writing them. 0.4.0 in May 2026 is the first release in over two years, and it is a breaking cleanup.
◆ Where it's heading
The arc runs from 'write a spec by hand' toward 'the spec comes from somewhere else'. Alongside the OpenAPI importer, guess_tspec() gained exported variants so users can override its dispatch, and untibblify() now picks up the tib_spec attribute automatically. 0.4.0's breaking change prefixes all arguments of dot-accepting functions with a period to avoid collisions with column names, softened by a once-per-session deprecation warning, and refactors the entire codebase.
◆ Prediction
The un-dotted argument forms are explicitly slated for removal, so the next release most likely completes that deprecation. Whether the 0.4.0 refactor introduced corner-case regressions is the open question the release notes themselves raise.
Alternatives to rasterpic and tibblify
Other Analytics 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 rasterpic or tibblify.
StreamCatTools
StreamCatTools is quietly moving off web services and onto cloud-native GeoParquet
reproducible
reproducible added a windowed read path so remote GeoTiffs never fully download
qcTAF
qcTAF is building an automated checklist for reproducible fisheries assessments, one criterion at a time
rpymat
After three dormant years, rpymat returned to fix the OpenMP crash that breaks R and conda together
ieegio
ieegio's first release lands electrode trajectory burning and a WebGL-free surface plot
See all rasterpic alternatives → · See all tibblify alternatives →
Recent activity from rasterpic and tibblify
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agorasterpiccli-formatted messages; RGB specification restored for masked output
- 2mo agorasterpicrasterpic_img() becomes an S3 generic with stars support
- 3mo agotibblifyFix type mismatch in C code
- 3mo agotibblifyDot-prefixed arguments and a full internal refactor
- 4mo agorasterpicVignettes migrated to Quarto
- 7mo agorasterpicNew logo; minimum R raised to 4.1.0
- 1y agorasterpicOutput layers renamed r/g/b/alpha for tmap 4.0 compatibility
- 1y agorasterpicOutput declared as RGB raster; unused dependencies removed
- 2y agotibblifyparse_openapi_spec() generates tibblify specs from API documentation ⚡
- 3y agotibblifyRecursive specs, transform control and memory fixes
- 4y agotibblifyEngine rewritten in C with a renamed specification API ⚡
Frequently asked questions
What is the difference between rasterpic and tibblify?
Both compete on the same themes — r — within Analytics. rasterpic and tibblify 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 rasterpic better than tibblify?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. rasterpic and tibblify 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 Analytics products to evaluate alongside.
What are the best alternatives to rasterpic?
Top rasterpic alternatives in Analytics are ranked by recent ship velocity. Browse the "rasterpic alternatives" section above for the current picks, or visit /alternatives/rasterpic for the full list with editorial commentary on each.
What are the best alternatives to tibblify?
Top tibblify alternatives in Analytics are ranked by recent ship velocity. Browse the "tibblify alternatives" section above for the current picks, or visit /alternatives/tibblify for the full list with editorial commentary on each.