HWBench

AMD Ryzen AI processor (SKU not stated) vs NDP9120 (N/A)

Showing the newest results per platform and source. 12 superseded older results are hidden.Showing all results, including 12 superseded by newer results from the same source.

Only AMD Ryzen AI processor (SKU not stated) has published results here; NDP9120 (N/A) has none for the workloads we track.

AMD Ryzen AI processor (SKU not stated)NDP9120 (N/A)
Best object detection144 FPS D
2025-12-17 (page last edited)
n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data1 of 70 of 7

Best published object detection result per platform. n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only AMD Ryzen AI processor (SKU not stated) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
AMD Ryzen AI processor (SKU not stated)43.76 FPS
latency_e2e · b=1
YOLOv8s-worldv2
A16W8 · ONNX Runtime + Vitis AI EP (Ryzen AI SW), Quark A16W8 AdaRound · small (YOLO-s)
Dunknown power n/a
no power published
AMD technical article: Deploying object detection model on AMD AI PC
2026-01-23 (page last edited)

NDP9120 (N/A):

◌

No published object detection results for NDP9120 (N/A) or AMD Ryzen AI processor (SKU not stated) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

◌

No published instance segmentation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

◌

No published pose estimation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

◌

No published image classification results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

◌

No published semantic segmentation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

speech-to-text

◌

No published speech-to-text results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

◌

No published LLM generation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

Only AMD Ryzen AI processor (SKU not stated) has published results here; NDP9120 (N/A) has none for the workloads we track.

AMD Ryzen AI processor (SKU not stated)NDP9120 (N/A)
Best object detection144 FPS D
2025-12-17 (page last edited)
n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data1 of 70 of 7

Best published object detection result per platform. n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only AMD Ryzen AI processor (SKU not stated) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
AMD Ryzen AI processor (SKU not stated)43.76 FPS
latency_e2e · b=1
YOLOv8s-worldv2
A16W8 · ONNX Runtime + Vitis AI EP (Ryzen AI SW), Quark A16W8 AdaRound · small (YOLO-s)
Dunknown power n/a
no power published
AMD technical article: Deploying object detection model on AMD AI PC
2026-01-23 (page last edited)

NDP9120 (N/A):

◌

No published object detection results for NDP9120 (N/A) or AMD Ryzen AI processor (SKU not stated) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

◌

No published instance segmentation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

◌

No published pose estimation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

◌

No published image classification results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

◌

No published semantic segmentation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

speech-to-text

◌

No published speech-to-text results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

◌

No published LLM generation results for AMD Ryzen AI processor (SKU not stated) or NDP9120 (N/A) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

How to read these numbers
Every number is labelled. Confidence: A MLPerf closed, audited · B documented third-party method · C community / review · D vendor-published, not independently verified · E estimate. Power basis: measured with the result · spec vendor spec/envelope · power n/a not published.

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.