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USER: GUEST   SESSION: 2026-05-20 21:00:33Z   HOST: ematix.dev/specs

Why ematix-flow

The numbers, the design choices, and what's shipped. Reproducer commands on every benchmark page — nothing here is a marketing claim.

// VS DUCKDB
1.69×
TPC-H SF=1 geomean
// VS POLARS
2.71×
TPC-H SF=1 geomean
// VS PYSPARK
12.9×
local[*], same machine
  1. 01

    Advantages

    The four lines on the back of the box — why ematix-flow exists.

    ▶ READ
  2. 02

    Benchmarks

    TPC-H SF=1, 22 queries, Apple M3 Pro — median ms ± σ vs DuckDB, Polars, PySpark.

    ▶ READ
  3. 03

    What's shipped

    v0.3.0 surface matrix — what's stable, what's still in motion.

    ▶ READ
  4. 04

    Architecture

    What's actually inside — Rust core, Arrow plane, Python surface.

    ▶ READ