Help us test local AI on more hardware

AiBrainWorX builds practical local-AI tools and publishes what happens when we test them on hardware people actually own. Our current reference PC is an RTX 3060 12 GB, Ryzen 5 5500 and 32 GB RAM. One machine is a useful starting point; it cannot represent every user.

Help us test across more budgets

Support helps fund storage, test devices and development time for the portable AiBrainWorX Model Launcher. We want broader coverage of small models, CPU-only machines, different GPUs and tiny on-device workflows—with the model, quantization, settings and workload recorded alongside results.

Support AiBrainWorX on Ko-fi →

If it suits your budget, a $10, $25, $50 or larger contribution can help with testing and development. These are optional suggestions, not feature prices or a promise of a particular purchase.

Hardware donations and product testing

We welcome conversations about useful GPUs, RAM, SSDs, compact PCs and Android test devices. Contact AiBrainWorX through our Ko-fi page before arranging a shipment so we can confirm compatibility and practical details privately.

Manufacturers and developers can also propose loaned review hardware or testing access. Tell us what the product is, what testing access you offer and whether any return deadline applies. We will disclose supplied hardware and sponsorship. Support does not purchase favorable results, an endorsement or editorial approval.

The work stays useful

Our original launcher code remains MIT. Third-party models and tools keep their own terms. Donors help expand the evidence; results will still show limitations, unsuccessful experiments and the conditions behind performance numbers.

Read the launcher tutorial and measured results · Explore the repository