CALIBRATED 2026-07-27 · REC 003
Local AI Frontier

ABOUT

Independent by design

FOUNDER-OPERATED · BOOTSTRAPPED · NO PAID PLACEMENT

Local AI Frontier exists because every "best GPU for local AI" list I read was either untested, undated, or quietly paid for. I wanted a source that showed its work — so I built one.

Abstract study of a precision measurement instrument panel — engraved calibration hairlines and a single amber signal datum on a dark charcoal surface. Visual reference for the lab's evidence-first aesthetic, not a photograph of actual lab hardware.
CONCEPT · NOT A PHOTOGRAPH OF LAB HARDWARE

Who runs this

My name is Edgar. I'm the product owner, lab lead, and final publisher. AI agents help with research, drafting, and engineering, but every published benchmark is tested first-hand, reviewed, and signed off by me. No AI agent publishes, purchases, or makes external commitments on the site's behalf.

What's in the lab

The test fleet currently includes 4 named machines, covering NVIDIA, AMD, and Intel Arc consumer hardware. Every machine is documented in the open — no anonymized "test rig."

  • Jitori PCCodex Librarian: Intel Arc B60 Pro (24GB VRAM), vulkan backend.
  • RayMarshal Alpha + Marshal Beta: 2× AMD Radeon RX 9700 (32GB VRAM), vulkan backend.
  • EvoX2Architect + Router: AMD Radeon discrete (24GB VRAM), vulkan backend.
  • VictorNVIDIA reference platform: NVIDIA GeForce RTX (CUDA reference) (24GB VRAM), cuda backend.

Why independent

We don't accept payment for placement. We do have commercial interests — we own MoreYess, and some hardware links may be affiliate — but they are fully disclosed and structurally separated from benchmark results. The firewall is real: read it.

What we publish

  • Benchmark reports3 and counting, each with raw data and limitations.
  • Model Fit — a transparent estimator with the math shown.
  • Tested builds — complete rigs by budget and workload.
  • Field guides — decision-focused explainers.

Cadence

We aim for at least one new evidence-led report per week. Subscribe to the Frontier Dispatch to get it first.

Contact

Email lab@localaifrontier.com with questions, correction reports, or partnership inquiries. Note: we do not accept paid placement in benchmarks.