Apache-2.0, a Linux Foundation project

Fast, small, open: pick three.

Vortex is an open-source columnar file format for fast scans, random access, and compression.

$ cargo add vortex

$ uv add vortex-data

$ uvx --from vortex-data vx --help

INSTALL vortex; LOAD vortex; SELECT * FROM read_vortex('data.vortex');

$ cargo add vortex-datafusion

implementation("dev.vortex:vortex-spark_2.13:0.90.0:all")

File format benchmarksread 3 Nov 2026

Benchmark	Vortex	Parquet	Lance	Arrow	vs Parquet
Scan	5.18×	1.00×	0.95×	—	5.2× faster
Write	2.04×	1.00×	0.72×	—	2.0× faster
ClickBench	41.91 ms	65.52 ms	570.94 ms	—	56% faster
GPU, cuDF, end to end, hot, on GH200, NDS-H SF10, Parquet the fastest of four configurations per query, from the Vortex UW–Madison talk	17.00 ms	65.88 ms	N/A	—	3.9× faster
Random access	0.67 ms	67.88 ms	2.08 ms	3.57 ms	101× faster
File size	1.14×	1×	2.11×	5.95×	14% larger

Underlined: the best in each rowbench.vortex.dev

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