ANALYTICS
gps2gtfs spent a release making its docs stop describing functions it does not have.
Alternatives · analytics tools
duckspatial alternatives
The best duckspatial alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 16, 2026
Looking for the best alternatives to duckspatial? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, duckspatial 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 duckspatial
duckspatial rebuilt itself around a lazy DuckDB class, then spent four releases filling in the geometry surface
duckspatial exposes DuckDB's spatial extension to R. In March 2026 it stopped being an sf convenience wrapper: 1.0.0 made duckspatial_df the primary class, a lazy table-like object that stays in DuckDB until explicitly materialized. Every function accepts and returns it by default, with mode = 'sf' as the opt-out. The four releases since have added roughly forty geometry functions on top of that foundation.
Velocity 0.0 · Last update 13m ago
Top 12 alternatives to duckspatial
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
ducksemantics puts an ontology graph and ColBERT retrieval inside DuckDB, callable from R.
ANALYTICS
tibblify learned to derive its own specs from OpenAPI, removing the step users disliked most
ANALYTICS
spsurvey has spent four years consolidating after its 5.0.0 rewrite rather than adding to it
ANALYTICS
StreamCatTools is quietly moving off web services and onto cloud-native GeoParquet
ANALYTICS
reproducible added a windowed read path so remote GeoTiffs never fully download
ANALYTICS
qcTAF is building an automated checklist for reproducible fisheries assessments, one criterion at a time
ANALYTICS
After three dormant years, rpymat returned to fix the OpenMP crash that breaks R and conda together
ANALYTICS
ieegio's first release lands electrode trajectory burning and a WebGL-free surface plot
ANALYTICS
rstudiothemes went from RStudio-only to converting themes across RStudio, VS Code and Positron in four months
ANALYTICS
rasterpic became an S3 generic and picked up stars support; the rest is upkeep
ANALYTICS
igoR reached 1.0.0 with no user-visible change, then spent three releases on AI-assisted cleanup
duckspatial 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 |
|---|---|---|---|---|
| duckspatial (baseline) | 0.0 | 0 | rduckdbgeospatial | duckspatial_df replaces sf as the default class |
| gps2gtfs | 2.5 | 0 | transit datagtfsgps processing | — |
| ducksemantics | 2.5 | 0 | duckdbsemantic searchontologies | — |
| tibblify | 0.0 | 0 | rjsondata rectangling | parse_openapi_spec() generates tibblify specs from API documentation |
| spsurvey | 0.0 | 0 | rsurvey samplinggrts | — |
| StreamCatTools | 0.0 | 0 | repawatershed data | — |
| reproducible | 0.0 | 0 | rcachinggeospatial | — |
| qcTAF | 0.0 | 0 | rreproducibilityfisheries | — |
| rpymat | 0.0 | 0 | rpythonconda | — |
| ieegio | 0.0 | 0 | rneuroimagingieeg | — |
| rstudiothemes | 0.0 | 0 | rrstudiovscode | — |
| rasterpic | 0.0 | 0 | rgeospatialraster | — |
| igoR | 0.0 | 0 | rpolitical sciencedata access | — |
The 12 best duckspatial alternatives, in depth
1. gps2gtfs · velocity 2.5
Gps2gtfs spent a release making its docs stop describing functions it does not have.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, gps2gtfs focuses on transit data, gtfs and gps processing.
gps2gtfs and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full gps2gtfs trajectory → · Compare duckspatial vs gps2gtfs →
2. ducksemantics · velocity 2.5
Ducksemantics puts an ontology graph and ColBERT retrieval inside DuckDB, callable from R.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, ducksemantics focuses on duckdb, semantic search and ontologies.
ducksemantics and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ducksemantics trajectory → · Compare duckspatial vs ducksemantics →
3. tibblify · velocity 0.0
Tibblify learned to derive its own specs from OpenAPI, removing the step users disliked most.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “parse_openapi_spec() generates tibblify specs from API documentation”.
Where duckspatial leans on r, duckdb and geospatial, tibblify focuses on r, json and data rectangling.
tibblify and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full tibblify trajectory → · Compare duckspatial vs tibblify →
4. spsurvey · velocity 0.0
Spsurvey has spent four years consolidating after its 5.0.0 rewrite rather than adding to it.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, spsurvey focuses on r, survey sampling and grts.
spsurvey and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full spsurvey trajectory → · Compare duckspatial vs spsurvey →
5. StreamCatTools · velocity 0.0
StreamCatTools is quietly moving off web services and onto cloud-native GeoParquet.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, StreamCatTools focuses on r, epa and watershed data.
StreamCatTools and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full StreamCatTools trajectory → · Compare duckspatial vs StreamCatTools →
6. reproducible · velocity 0.0
Reproducible added a windowed read path so remote GeoTiffs never fully download.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, reproducible focuses on r, caching and geospatial.
reproducible and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full reproducible trajectory → · Compare duckspatial vs reproducible →
7. qcTAF · velocity 0.0
QcTAF is building an automated checklist for reproducible fisheries assessments, one criterion at a time.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, qcTAF focuses on r, reproducibility and fisheries.
qcTAF and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. rpymat · velocity 0.0
After three dormant years, rpymat returned to fix the OpenMP crash that breaks R and conda together.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, rpymat focuses on r, python and conda.
rpymat and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. ieegio · velocity 0.0
Ieegio's first release lands electrode trajectory burning and a WebGL-free surface plot.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, ieegio focuses on r, neuroimaging and ieeg.
ieegio and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. rstudiothemes · velocity 0.0
Rstudiothemes went from RStudio-only to converting themes across RStudio, VS Code and Positron in four months.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, rstudiothemes focuses on r, rstudio and vscode.
rstudiothemes and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full rstudiothemes trajectory → · Compare duckspatial vs rstudiothemes →
11. rasterpic · velocity 0.0
Rasterpic became an S3 generic and picked up stars support; the rest is upkeep.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, rasterpic focuses on r, geospatial and raster.
rasterpic and duckspatial have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full rasterpic trajectory → · Compare duckspatial vs rasterpic →
12. igoR · velocity 0.0
IgoR reached 1.0.0 with no user-visible change, then spent three releases on AI-assisted cleanup.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where duckspatial leans on r, duckdb and geospatial, igoR focuses on r, political science and data access.
igoR and duckspatial 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 duckspatial?
The top duckspatial alternatives we currently track in analytics tools are gps2gtfs, ducksemantics, tibblify, spsurvey, StreamCatTools, ranked by recent ship velocity.
How is this list of duckspatial alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare duckspatial directly with one of these alternatives?
Yes — every card has a "Compare with duckspatial" link to a side-by-side /compare page.