World Labs' Spark 2.4.0 Reads SPZ v4 Files

Spark 2.4.0 adds SPZ v4 read support to World Labs' three.js Gaussian splatting renderer and lets developers supply custom chunk fetchers for paged LoD.

Spark 2.4.0 adds SPZ v4 read support to World Labs' three.js Gaussian splatting renderer and lets developers supply custom chunk fetchers for paged LoD.

Michael Rubloff

Michael Rubloff

Michael is the Founder and Managing Editor of Radiancefields.com

World Labs Spark

World Labs has released Spark 2.4.0, which lets its three.js gaussian splatting renderer read SPZ version 4 files.

Niantic Spatial released SPZ 4 in May, replacing the single GZip stream of earlier versions with a plaintext NGSP header and separate ZSTD streams per attribute class. Spark's Rust SPZ decoder handled only versions 1 through 3 until now. Contributor mrxz built the v4 read path from an earlier pull request by udwinj, who is credited as co-author. Decompression uses the ruzstd crate, which builds for WASM with Spark's existing Rust toolchain, and starts once every compressed stream has been buffered. Write support is left to a future pull request.

Spark 2.4.0 rejects SPZ files carrying spherical harmonics above degree 3, which v4 permits, and skips v4 extension data with a warning that the unpacked splats may be incorrect.

Spark v2.3.0 fixed on-demand rendering for paged LoD three weeks ago, but PagedSplats still fetched its own data from a rootUrl or in-memory fileBytes. Spark 2.4.0 moves that logic behind a PagedSplatsFetcher interface with three methods, fetchRange, fetchChunkFile and fetchChunkById. A new fetchSource option accepts a custom implementation, such as one that decrypts chunks as they arrive, and then requires an explicit fileType. The rootUrl and fileBytes options work unchanged.

RAD deflate compression moves from miniz_oxide to the flate2 crate with the zlib-rs backend, and SPZ gzip follows, removing miniz_oxide as a dependency. In the pull request author's basic tests, compression time fell about 50%, output shrank 2 to 5%, and decoding ran about 20% faster.

Spark 2.4.0 also stops sorting a stale splat mapping again when a new LoD mapping arrives mid sort. On a rotating 10M splat scene with lodSplatCount at 2.5M, a trace in the pull request puts the median time from LoD result to first drawn frame at 105 ms, down from 151 ms.

In WebXR, the LoD pixel limit now derives from the camera projection matrix, and splat size and antialiasing blur, previously drawn at half width because they were sized to the whole two eye render target, are now sized to each eye's own viewport. Other fixes restore dropped degree 3 spherical harmonics, stop unwanted coefficient clamping, correct long thin splats drawn off axis, replace workers that crash, and stop retrying a failed LoD tree on every update.

Spark 2.4.0 is available now on npm under the MIT license.

Thumbnail for Gaussian Splatting News episode 11

10:32

Watch · New every Monday

SpAItial Echo-3 & Apple Event 4D Splat Rig | Gaussian Splatting News

Episode 11 · Nov 2, 2026

Spatial AI launched Echo 3, a world model and iPhone capture app that turns a few minutes of video into a metric-scale Gaussian splat, mesh and point cloud.

Featured

Recents

Platforms

Tijerín Art Studio Rebuilds Quick GS Editor on Spark

Quick GS Editor is rebuilt on Spark, and a new Windows Pro edition adds local TripoSplat image-to-splat generation, an HDRI Reflect Engine and fluid simulation.

Michael Rubloff

Nov 9, 2026

Platforms

Tijerín Art Studio Rebuilds Quick GS Editor on Spark

Quick GS Editor is rebuilt on Spark, and a new Windows Pro edition adds local TripoSplat image-to-splat generation, an HDRI Reflect Engine and fluid simulation.

Michael Rubloff

Platforms

GSRhino Brings Gaussian Splats to Rhino 8 on Mac

GSRhino 0.1.0-beta.5 renders Gaussian splats in a Rhino 8 display mode on macOS, reads PLY, SPLAT and SPZ, and imports and exports OpenUSD splat scenes.

Michael Rubloff

Nov 8, 2026

Platforms

GSRhino Brings Gaussian Splats to Rhino 8 on Mac

GSRhino 0.1.0-beta.5 renders Gaussian splats in a Rhino 8 display mode on macOS, reads PLY, SPLAT and SPZ, and imports and exports OpenUSD splat scenes.

Michael Rubloff

Platforms

360 MCConverter V1.7.0 Reads Metashape Dense Point Clouds

360 MCConverter V1.7.0 can now read the dense point cloud from Agisoft Metashape, a change kotohibi ties to more stable 3DGS training in its paid Windows tool.

Michael Rubloff

Nov 8, 2026

Platforms

360 MCConverter V1.7.0 Reads Metashape Dense Point Clouds

360 MCConverter V1.7.0 can now read the dense point cloud from Agisoft Metashape, a change kotohibi ties to more stable 3DGS training in its paid Windows tool.

Michael Rubloff

Guest Article

SpatialView Makes Gaussian Splats Queryable by AI Agents

SpatialView takes virtual photographs of a Gaussian Splat and indexes them in a scene matrix that AI agents can search in plain language.

Thomas Charlton

Nov 7, 2026

Guest Article

SpatialView Makes Gaussian Splats Queryable by AI Agents

SpatialView takes virtual photographs of a Gaussian Splat and indexes them in a scene matrix that AI agents can search in plain language.

Thomas Charlton

Trending Articles
  1. TRENDING
    Loading...
  2. TRENDING
    Loading...
  3. TRENDING
    Loading...
Michael Rubloff

Written by Michael Rubloff

Michael is the Founder and Managing Editor of Radiancefields.com

More from Michael Rubloff

More from Michael Rubloff

Platforms

Tijerín Art Studio Rebuilds Quick GS Editor on Spark

Quick GS Editor is rebuilt on Spark, and a new Windows Pro edition adds local TripoSplat image-to-splat generation, an HDRI Reflect Engine and fluid simulation.

Michael Rubloff

Nov 9, 2026

Quick GS Editor

Platforms

Tijerín Art Studio Rebuilds Quick GS Editor on Spark

Michael Rubloff

Nov 9, 2026

Quick GS Editor

Platforms

Tijerín Art Studio Rebuilds Quick GS Editor on Spark

Quick GS Editor is rebuilt on Spark, and a new Windows Pro edition adds local TripoSplat image-to-splat generation, an HDRI Reflect Engine and fluid simulation.

Michael Rubloff

Nov 9, 2026

Quick GS Editor

Platforms

GSRhino Brings Gaussian Splats to Rhino 8 on Mac

GSRhino 0.1.0-beta.5 renders Gaussian splats in a Rhino 8 display mode on macOS, reads PLY, SPLAT and SPZ, and imports and exports OpenUSD splat scenes.

Michael Rubloff

Nov 8, 2026

gaussian splatting Rhino

Platforms

GSRhino Brings Gaussian Splats to Rhino 8 on Mac

Michael Rubloff

Nov 8, 2026

gaussian splatting Rhino

Platforms

GSRhino Brings Gaussian Splats to Rhino 8 on Mac

GSRhino 0.1.0-beta.5 renders Gaussian splats in a Rhino 8 display mode on macOS, reads PLY, SPLAT and SPZ, and imports and exports OpenUSD splat scenes.

Michael Rubloff

Nov 8, 2026

gaussian splatting Rhino

Platforms

360 MCConverter V1.7.0 Reads Metashape Dense Point Clouds

360 MCConverter V1.7.0 can now read the dense point cloud from Agisoft Metashape, a change kotohibi ties to more stable 3DGS training in its paid Windows tool.

Michael Rubloff

Nov 8, 2026

360 Converter

Platforms

360 MCConverter V1.7.0 Reads Metashape Dense Point Clouds

Michael Rubloff

Nov 8, 2026

360 Converter

Platforms

360 MCConverter V1.7.0 Reads Metashape Dense Point Clouds

360 MCConverter V1.7.0 can now read the dense point cloud from Agisoft Metashape, a change kotohibi ties to more stable 3DGS training in its paid Windows tool.

Michael Rubloff

Nov 8, 2026

360 Converter

New to Gaussian Splatting? Start here

Radiance fields, explained from the ground up: what a Gaussian splat is, how to capture one, and which tools and gear to start with.

Newsletter

Keep up with the field.

New research, tools and captures from the Radiance Fields newsroom, in your inbox. Free, no spam.

Gaussian Splatting News on YouTube

The week in radiance fields, every Monday.

Gaussian Splatting News on YouTube

The week in radiance fields, every Monday.

Gaussian Splatting News on YouTube

The week in radiance fields, every Monday.

Gaussian Splatting News on YouTube

The week in radiance fields, every Monday.