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Comparison · Analytics
NocoDB vs osmextract
A side-by-side editorial comparison of NocoDB and osmextract — release velocity, themes, recent moves, and the top alternatives to consider.
NocoDB vs osmextract: at a glance
What is NocoDB?
Interfaces gets the permissions layer it needed, one release after launching.
NocoDB ships monthly, and the last two releases are a launch and its follow-through. 2026.08.0 introduced Interfaces, custom app surfaces built over a base; 2026.08.1 gives that layer what it was missing — per-dashboard visibility and editing permissions, field edit permissions enforced on interface pages, team-granted access, and page reordering. Alongside it the grid gains realtime presence with per-collaborator colours and jump-to-cursor, folders for grouping tables and views, up to three frozen fields, and nested records in List View.
What is osmextract?
osmextract stopped throwing your OpenStreetMap downloads away at the end of every session.
osmextract downloads OpenStreetMap extracts from Geofabrik, BBBike and openstreetmap.fr and translates them into sf objects via GDAL. The 0.6.0 release moved its download cache from `tempdir()` to a persistent `tools::R_user_dir()` location and raised the R floor to 4.1.0 to get it. It also made spatial `place` inputs self-clipping: pass an sf or bbox object and the boundary is now set to match, so only the relevant slice of a country-sized extract is processed.
NocoDB vs osmextract: editorial side-by-side
NocoDB
6.3ANALYTICS
Interfaces gets the permissions layer it needed, one release after launching.
◆ Current state
NocoDB ships monthly, and the last two releases are a launch and its follow-through. 2026.08.0 introduced Interfaces, custom app surfaces built over a base; 2026.08.1 gives that layer what it was missing — per-dashboard visibility and editing permissions, field edit permissions enforced on interface pages, team-granted access, and page reordering. Alongside it the grid gains realtime presence with per-collaborator colours and jump-to-cursor, folders for grouping tables and views, up to three frozen fields, and nested records in List View.
◆ Where it's heading
The pattern is consistent: NocoDB launches a surface, then spends the next release making it governable and usable at team scale. Presence and folders are collaboration parity rather than new direction — the directional bet was Interfaces, and this release is that bet being made safe for the eighty people who only need to approve something. The permission system is now the same one across tables, fields, dashboards, and interface pages, which is the consolidation that makes the app layer sellable.
◆ Prediction
Write-back actions and embedding are the remaining pieces app builders expect from Interfaces, and the availability tables in each release suggest they land on the paid tier.
osmextract
0.0ANALYTICS
osmextract stopped throwing your OpenStreetMap downloads away at the end of every session.
◆ Current state
osmextract downloads OpenStreetMap extracts from Geofabrik, BBBike and openstreetmap.fr and translates them into sf objects via GDAL. The 0.6.0 release moved its download cache from `tempdir()` to a persistent `tools::R_user_dir()` location and raised the R floor to 4.1.0 to get it. It also made spatial `place` inputs self-clipping: pass an sf or bbox object and the boundary is now set to match, so only the relevant slice of a country-sized extract is processed.
◆ Where it's heading
Two threads run through every release. One is chasing GDAL — SQL syntax adjusted for 3.10, ogr2ogr options fixed for 3.9, and an `osmconf.ini` that 0.6.0 finally keeps automatically in sync with whatever sf or GDAL provides rather than shipping a snapshot. The other is the road-network extraction added experimentally in 0.3.1, which has been quietly accumulating real routing semantics since: `access = no` links retained when the mode-specific tag permits them, a `oneway` column by default for driving, and `motor_vehicle` always included.
◆ Prediction
Given that `oe_get_network()` has gained transport-mode detail in three separate releases while remaining flagged as experimental, the next substantive work is most likely there — either more modes or a formal exit from experimental status.
Alternatives to NocoDB and osmextract
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 NocoDB or osmextract.
Fulcrum
Fulcrum is betting its whole map stack on Esri, with a hard Google Maps cutoff on September 1.
Holistics
Holistics keeps fencing in the AI layer it spent the summer building.
Dovetail
Dovetail spent July opening doors to other tools and August making its own rooms easier to enter.
tulpa
The 0.0.x train stops at CRAN: tulpa's engine ships to the ecosystem it already anchors.
AgencyAnalytics
AgencyAI got skills three weeks ago; everything since has been making them routine.
See all NocoDB alternatives → · See all osmextract alternatives →
Recent activity from NocoDB and osmextract
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 13h agoNocoDB2026.08.1 : Introducing Realtime Presence and Folders
- 14d agoNocoDB2026.08.0 : Introducing Interfaces ⚡
- 1mo agoNocoDB2026.07.0 : Introducing Calendar Sync & Image Annotations
- 1mo agoNocoDB2026.06.2 : Introducing Oracle Database Support
- 2mo agoNocoDB2026.06.1: tsgo typechecking and rspack bump
- 2mo agoNocoDB2026.06.0: Bounded group-by fetch retries
- 4mo agoosmextractDownloads move to a persistent cache outside tempdir ⚡
- 1y agoosmextractoe_match gains a version argument for historical extracts
- 1y agoosmextractRouting semantics sharpen for driving and restricted-access links
- 2y agoosmextract51 new openstreetmap.fr regions and a GDAL 3.9 fix
- 3y agoosmextractNon-Geofabrik downloads were saved under the wrong filename
- 3y agoosmextractHelp files regenerated for valid HTML5
Frequently asked questions
What is the difference between NocoDB and osmextract?
They serve adjacent needs but don't currently overlap on shipped themes. NocoDB is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is NocoDB better than osmextract?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. NocoDB is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to NocoDB?
Top NocoDB alternatives in Analytics are ranked by recent ship velocity. Browse the "NocoDB alternatives" section above for the current picks, or visit /alternatives/nocodb for the full list with editorial commentary on each.
What are the best alternatives to osmextract?
Top osmextract alternatives in Analytics are ranked by recent ship velocity. Browse the "osmextract alternatives" section above for the current picks, or visit /alternatives/osmextract for the full list with editorial commentary on each.