# Kingy.ai 24GB dense-model comparison evidence

This archive supports the August 16, 2026 comparison of Qwen3.8-27B,
Qwen3.6-27B and Gemma 4 31B-it on one physical RTX 4090 24GB system.

It contains retained prompts, raw responses, tool/coding transcripts, test logs,
GPU telemetry, source snapshots, commands, scoring scripts, blinded writing
rubrics and regenerated statistical summaries. Model weights, runtime binaries,
credentials and private user data are intentionally excluded.

Evidence classes in the article distinguish Kingy.ai measurements, values
derived from pinned configuration, and vendor-reported results. See
`manifest/hardware-runtime-manifest.md`, `sources/artifacts.sha256`, and
`MANIFEST.sha256` for the pinned system and file-integrity records.
