Twitter/X

The idea for local.ai originated at Apple Park and, per @alexocheema on…

2026-07-16 · 21:46 UTC ·@alexocheema ·1 min read

Brief

local.ai is an independent Local AI benchmarking site that, according to @alexocheema (2026-07-16), was conceived at Apple Park and built at NVIDIA HQ on NVIDIA-supplied hardware. The team ran 1,000+ end-to-end benchmarks with real agent harnesses across hardware, models, quantizations and MTP settings, visualized as Pareto frontiers, and is publishing the full dataset for free while rolling out staged early access.

Why it matters

The idea for local.ai originated at Apple Park and, per @alexocheema on 2026-07-16 21:46:03+00:00, was built out at NVIDIA HQ using NVIDIA-provided hardware with 'no strings attached.'

Key details

  • local.ai is an independent benchmarking website for Local AI that benchmarked 1,000+ unique setups end-to-end with real agent harnesses, covering 'every hardware, every model, every quantization, every MTP setting,' and mapped results into Pareto frontiers with all data available free.
  • Access is being rolled out gradually; the author invites comments for early access and said the second batch of access codes would be sent 'in a few hours' from the 2026-07-16 post.
Source evidence

The idea for local dot ai was born at Apple Park.

It was built out at NVIDIA HQ using hardware NVIDIA gave us. No strings attached.

It’s an independent benchmarking website for Local AI.

Some of the most common questions Apple/NVIDIA get from customers:
- What AI models can I run locally on my Mac/Spark?
- Should I buy a MacBook or Mac Mini or DGX Spark to run AI locally?
- Can I cluster machines to increase performance and run bigger models?

local dot ai answers all of these questions.

We benchmarked 1,000+ unique setups in the most rigorous way we know, end-to-end with real agent harnesses, to capture the performance you will experience as an end user.

Every hardware.
Every model.
Every quantization.
Every MTP setting.

We mapped it all out into various pareto frontiers, showing the best local AI configurations. All the data, available for free. A resource for everyone.

Comment below for early access. We’re rolling out access gradually to make sure we can scale and provide a great service. Sending out access codes for the second batch in a few hours.