The question
A planned comparison of local models and paid coding assistants on the same tasks.
What I plan to test
Use identical repositories and tasks, record human corrections, and separate model quality from agent tooling.
Methodology
Record the hardware, software versions, exact workload and relevant settings. Keep the inputs consistent across runs and repeat each measurement. Publish failed runs as well as successful ones.
Results
This experiment is planned. There are no published measurements or video results yet.
What will be shared
The complete test procedure, observations, limitations and reusable resources will accompany the published video.
Follow the work
Watch the channel, explore the Local AI Lab, or browse the resource library.
Fazal Shah builds AI systems, automation and software products. Based in Pakistan, working with a global audience. About Fazal →