HWBenchedge-AI hardware data, cited & graded

AMD Ryzen AI processor (SKU not stated) vs Intel Data Center GPU Flex 170

AMDAI PC · no photo yet
No licensed photo available — placeholder drawing.
Inteldiscrete GPU · no photo yet
No licensed photo available — placeholder drawing.

No like-for-like comparison yet: both have published results, but model size or batch differ. Treat the numbers below as indicative only.

AMD Ryzen AI processor (SKU not stated)Intel Data Center GPU Flex 170
Best object detection144 FPS D
2025 (year only)
813 FPS D
undated
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data1 of 72 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

⚠ MIXED COMPARISON — not like-for-like. Baseline mid-size CNN at batch unknown. Differs: model-size class unknown vs mid-size CNN; batch 1 vs unknown.
PlatformResultModel · precision · stackGradePowerSource
Intel Data Center GPU Flex 170141 FPS
throughput (OpenVINO benchmark_app) · b=unknown
ssd-resnet34-1200
INT8 · OpenVINO 2026.4.1 · mid-size CNN
Dunknown power n/a
no power published
OpenVINO official performance benchmarks (graph-data-ov.json)
undated
AMD Ryzen AI processor (SKU not stated)
MIXED: model-size class unknown vs mid-size CNN; batch 1 vs unknown
144 FPS
latency · b=1
Yolo face v8n-v2 (AMD custom single-class YOLO)
A8W8 (Quark) · ONNX Runtime + Vitis AI EP (Ryzen AI SW) · unknown
Dunknown power n/a
no power published
AMD technical article: AI inference acceleration on Ryzen AI with Quark (Table 5)
2025 (year only)

No shared like-for-like group exists for this pair.

instance segmentation

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No published instance segmentation results for AMD Ryzen AI processor (SKU not stated) or Intel Data Center GPU Flex 170 yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

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No published pose estimation results for AMD Ryzen AI processor (SKU not stated) or Intel Data Center GPU Flex 170 yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

Only Intel Data Center GPU Flex 170 has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Intel Data Center GPU Flex 1703199 FPS
throughput (OpenVINO benchmark_app) · b=unknown
mobilenet-v2
FP16 · OpenVINO 2026.4.1 · mobile-class CNN
Dunknown power n/a
no power published
OpenVINO official performance benchmarks (graph-data-ov.json)
undated

AMD Ryzen AI processor (SKU not stated):

◌

No published image classification results for AMD Ryzen AI processor (SKU not stated) or Intel Data Center GPU Flex 170 yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

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No published semantic segmentation results for AMD Ryzen AI processor (SKU not stated) or Intel Data Center GPU Flex 170 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

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No published speech-to-text results for AMD Ryzen AI processor (SKU not stated) or Intel Data Center GPU Flex 170 yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

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No published LLM generation results for AMD Ryzen AI processor (SKU not stated) or Intel Data Center GPU Flex 170 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.