Keep vision and generative AI separate
Raspberry Pi documents the original AI HAT+ as a vision-oriented accelerator. Its documentation lists LLM and VLM support for AI HAT+ 2, not this model. Do not assume that a higher TOPS number makes a board a general-purpose language-model machine.
Pick the exact variant
The 13 TOPS and 26 TOPS boards use different accelerator variants. Record the specific board in a comparison and verify the intended model’s compilation and runtime requirements.
Test the whole camera path
A useful vision review includes capture, preprocessing, inference, and output. Accelerator-only throughput cannot describe the full delay a robot or camera application experiences.
Questions to settle before you buy
- Are you comparing the 13 or 26 TOPS variant?
- Does your camera and model pipeline use the supported stack?
- What is the complete capture-to-result latency?
Primary sources
Source check: November 1, 2026. Product and service details can change.
