Theme · updated weekly

Raster — SaaS tools & trends 2026

7 products Sparkpulse tracks are shipping around raster. The highest-velocity raster products right now are rasterpic, rapr and mlr3spatial (ranked by Sparkpulse's velocity score). The theme runs across 4 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Tracked products here hold a velocity score of 0.0 out of 10. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Products shipping around raster

#01rasterpicrasterpic became an S3 generic and picked up stars support; the rest is upkeep0.0alternatives →

#02raprrapr generalises its Rangeland Analysis Platform API access one endpoint at a time0.0alternatives →

#03mlr3spatialRaster prediction in mlr3 finally returns class probabilities, not just hard labels.0.0alternatives →

#04geotargetsGeospatial targets grew from two raster helpers into a tiling and multi-backend pipeline layer.0.0alternatives →

#05rioxarrayrioxarray is a thin, disciplined seam between rasterio and xarray — and stays that way.0.0alternatives →

#06gpkgAn R interface to GeoPackage that keeps sanding down its own API0.0alternatives →

#07raggR's default raster device is done proving itself and is now just keeping pace.0.0alternatives →

Frequently asked questions about raster

Which SaaS tools ship raster in 2026?

rasterpic, rapr, mlr3spatial, geotargets, rioxarray, and 2 more — the raster products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which raster product has the highest shipping velocity?

rasterpic, with the top velocity score (0.0/10) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around raster?

Sparkpulse currently tracks 7 products carrying the raster theme, updated continuously from verified release data.