How much faster is a Raspberry Pi 5 with the AI HAT+?
Raspberry Pi 5 + AI HAT+ (Hailo-8) is faster in 3 of 3 like-for-like comparisons. Example, object detection (nano (YOLO-n), batch 1): Raspberry Pi 5 + AI HAT+ (Hailo-8) 46.08 vs Raspberry Pi 5 (CPU only) 14.92 FPS.
| Workload · group | Raspberry Pi 5 (CPU only) | Raspberry Pi 5 + AI HAT+ (Hailo-8) | Faster |
|---|---|---|---|
| object detection nano (YOLO-n) · batch 1 | 14.92 FPS B undated YOLO26n · source | 46.08 FPS B 2026 (year only) YOLO26n · source | Raspberry Pi 5 + AI HAT+ (Hailo-8) (3.09×) |
| image classification nano (YOLO-n) · batch 1 | 29.59 FPS B 2026 (year only) CPU-only YOLO26n-cls · source | 500 FPS B 2026 (year only) YOLO26n-cls · source | Raspberry Pi 5 + AI HAT+ (Hailo-8) (16.90×) |
| semantic segmentation nano (YOLO-n) · batch 1 | 1.20 FPS B 2026 (year only) CPU-only YOLO26n-sem · source | 28.74 FPS B 2026 (year only) YOLO26n-sem · source | Raspberry Pi 5 + AI HAT+ (Hailo-8) (23.95×) |
Sources
Generated 2026-10-16 from HWBench data only. All answers · Submit a result
Machine-readable: /find.json (see llms.txt); full tables are in “Show data”. Confidence grades: A audited MLPerf closed · B documented third-party · C community · D vendor-published · E estimate. Unknown values are shown as unknown, never estimated. Generated 2026-10-16 from public sources.