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Comparison · DevOps

osm2pgsql vs Sanity

A side-by-side editorial comparison of osm2pgsql and Sanity — release velocity, themes, recent moves, and the top alternatives to consider.

osm2pgsql vs Sanity: at a glance

Featureosm2pgsqlSanity
SectorDevOpsDevOps
Velocity score0.06.3
Sparks · 30d00
Top themesopenstreetmap, postgis, tile-expiry, lua-scriptingheadless cms, mcp, ai agents, access control
Last editorial update3mo ago14h ago
WebsiteVisit →Visit →

What is osm2pgsql?

osm2pgsql is rebuilding tile expiry so a small edit stops invalidating a whole lake.

osm2pgsql ships two or three releases a year and the last two carry substantial new machinery. 2.3.0 reworked tile expiry: polygons are now expired by shape rather than bounding box, and an opt-in diff expire mode computes the symmetric difference between an object's old and new geometry so a small edit to a large feature only invalidates the tiles it actually touched. It also added configurable limits on how many tiles one geometry or one run can expire. Before that, 2.2.0 introduced Locators for fast region lookup during import and process_deleted_* callbacks for handling removed objects in Lua.

Read the full osm2pgsql trajectory →

What is Sanity?

Sanity's MCP server now explains failed validations and stops skipping them.

Sanity made Context Knowledge Bases generally available on November 10, letting agents read datasets, websites and files over MCP. The days since have been follow-up: MCP server 2.46.1 and 2.46.2 return stable error codes, explain incomplete validations and stop writes from skipping schema checks, while the console now shows when each robot token was last used. Media Library made PDF previews zoomable and folder counts in big libraries about seven times faster.

Read the full Sanity trajectory →

osm2pgsql vs Sanity: editorial side-by-side

O
osm2pgsql
DEVOPS
0.0

osm2pgsql is rebuilding tile expiry so a small edit stops invalidating a whole lake.

◆ Current state

osm2pgsql ships two or three releases a year and the last two carry substantial new machinery. 2.3.0 reworked tile expiry: polygons are now expired by shape rather than bounding box, and an opt-in diff expire mode computes the symmetric difference between an object's old and new geometry so a small edit to a large feature only invalidates the tiles it actually touched. It also added configurable limits on how many tiles one geometry or one run can expire. Before that, 2.2.0 introduced Locators for fast region lookup during import and process_deleted_* callbacks for handling removed objects in Lua.

◆ Where it's heading

The project is adding primitives rather than features, and saying so explicitly — 2.2.0 describes Locators and deleted callbacks as building blocks for things users have requested for years. The pattern is to move work that previously happened in the database after import into the import pipeline itself: region tagging via Locators instead of a post-import spatial join, deletion handling via callbacks instead of database triggers. The expiry work follows the same logic, pushing precision upstream so downstream re-rendering does less. The new expiry limits are a defensive addition, added specifically because vandalism or misconfiguration can otherwise generate billions of tiles and exhaust memory.

◆ Prediction

Expect diff expire to move from opt-in toward default once it has been exercised, following the pattern of the middle table format that became default in 1.11.0. The experimental osm2pgsql-expire command introduced in 2.2.0 is the other loose thread — it is explicitly marked as subject to change and has not stabilised.

S
Sanity
DEVOPS
6.3

Sanity's MCP server now explains failed validations and stops skipping them.

◆ Current state

Sanity made Context Knowledge Bases generally available on November 10, letting agents read datasets, websites and files over MCP. The days since have been follow-up: MCP server 2.46.1 and 2.46.2 return stable error codes, explain incomplete validations and stop writes from skipping schema checks, while the console now shows when each robot token was last used. Media Library made PDF previews zoomable and folder counts in big libraries about seven times faster.

◆ Where it's heading

Sanity is making the agent-facing parts dependable: the MCP server is getting the error codes and validation rules a production client needs. Access visibility for tokens and members follows the same push to let teams audit what automated clients do.

◆ Prediction

Expect more MCP server point releases around validation and Knowledge Base commands, and more usage data on tokens and agents in the console.

Alternatives to osm2pgsql and Sanity

Other DevOps 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 osm2pgsql or Sanity.

See all osm2pgsql alternatives → · See all Sanity alternatives →

Recent activity from osm2pgsql and Sanity

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 18h agoSanityMCP server 2.46.2 stops skipping validation with legacy schemas
  2. 19h agoSanityMCP server 2.46.1 adds error codes and validation reasons
  3. 1d agoSanityManage: See when robot tokens were last used
  4. 1d agoSanityContent Lake fixes insert patches matching several array spots
  5. 1d agoSanityMedia Library adds PDF zoom and faster folder counts
  6. 3d agoSanity@sanity/sveltekit 3.0 splits imports to keep pages light
  7. 4mo agoosm2pgsql2.3.1 fixes a diff-expire segfault with multiple expire outputs
  8. 5mo agoosm2pgsqlDiff expire invalidates only the tiles a change actually touched ⚡
  9. 1y agoosm2pgsqlLocators and deleted-object callbacks land as new primitives ⚡
  10. 1y agoosm2pgsql2.1.1 refuses to update when the flatnode file is missing
  11. 1y agoosm2pgsql2.1.0 makes prepared statements work with connection poolers
  12. 1y agoosm2pgsql2.0.1 fixes schema forwarding and missing binary installation

Frequently asked questions

What is the difference between osm2pgsql and Sanity?

They serve adjacent needs but don't currently overlap on shipped themes. Sanity is currently shipping more aggressively (velocity 6.3 vs 0.0), with 0 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 osm2pgsql better than Sanity?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Sanity is currently shipping more aggressively (velocity 6.3 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.

What are the best alternatives to osm2pgsql?

Top osm2pgsql alternatives in DevOps are ranked by recent ship velocity. Browse the "osm2pgsql alternatives" section above for the current picks, or visit /alternatives/osm2pgsql for the full list with editorial commentary on each.

What are the best alternatives to Sanity?

Top Sanity alternatives in DevOps are ranked by recent ship velocity. Browse the "Sanity alternatives" section above for the current picks, or visit /alternatives/sanity for the full list with editorial commentary on each.