THE LAB · MACHINE REGISTRY

Test machines

Every benchmark is traceable to one of these machines, each with a locked configuration. When a machine's specs change, we log it on /corrections and re-test affected results.

Codex Librarian

Jitori PC

Intel Arc

CPU: AMD Ryzen 7 8745HS
RAM: 64 GB
GPU: Intel Arc B60 Pro
VRAM: 24 GB
OS: Ubuntu 24.04 LTS
Backend: vulkan

Vulkan backend (Mesa ANV 25.2.8). SYCL produces garbage on Battlemage — Vulkan-only for Intel Arc B-series. GGML_VK_VISIBLE_DEVICES=1 hides the AMD iGPU.

Marshal Alpha + Marshal Beta

Ray

Multi-GPU

CPU: AMD Ryzen 7 7800X3D
RAM: 96 GB
GPU: 2× AMD Radeon AI PRO R9700
VRAM: 64 GB
OS: Ubuntu
Backend: vulkan

Multi-GPU AMD RDNA4 (gfx1201, Navi 48). TWO 32GB cards = 64GB combined; results tagged per-GPU and combined. Confirmed 2026-07-18 via rocminfo.

Architect + Router

EvoX2

Multi-GPU

CPU: AMD Ryzen AI MAX+ 395 (w/ Radeon 8060S iGPU)
RAM: 124 GB
GPU: AMD Radeon RX 7900 XT (gfx1100, 20GB) + Ryzen AI MAX+ 395 iGPU (gfx1151, unified memory)
VRAM: 20 GB
OS: Ubuntu
Backend: vulkan

DUAL-GPU unified-memory config. Discrete: RX 7900 XT (gfx1100, 20GB VRAM). Integrated: Radeon 8060S on the Ryzen AI MAX+ 395 (gfx1151) with access to ~96-124GB unified system memory. 124GB total system RAM confirmed. Two endpoints: Architect (Qwen3.6-35B) on iGPU :8090, Router (LFM2.5-8B) on RX 7900 XT :8091. Confirmed 2026-07-18 via rocminfo.

NVIDIA CUDA reference (mobile)

Victor (msi-command)

NVIDIA

CPU: Intel Core Ultra (MSI Vector 16 HX laptop)
RAM: 96 GB
GPU: NVIDIA GeForce RTX 5070 + RTX 5070 Ti Laptop (Blackwell sm_120)
VRAM: 24 GB
OS: Ubuntu (Linux 7.0.0-27-generic)
Backend: cuda

MSI Vector 16 HX AI laptop (hostname msi-command-Vector-16-HX-AI-A2XWHG). DUAL-GPU mobile config: 1x RTX 5070 (12GB) + 1x RTX 5070 Ti Laptop (12GB), ~23.5GB combined. CUDA 13.3 (driver 595). All results use tensor-split across both GPUs — no single 24GB card. Identity confirmed 2026-07-18 (D-001 = msi-command; D-008 = honest spec).