Intel Core Ultra X7 358H (Panther Lake) vs Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox)

No licensed photo available — placeholder drawing.

Intel Core Ultra X7 358H (Panther Lake) is faster in all 3 like-for-like comparisons (largest gap: object detection, 29.61×).

	Intel Core Ultra X7 358H (Panther Lake)	Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox)
Best object detection	248 FPS C 2026 (year only)	66.21 FPS D undated
Power	n/a	n/a
Perf / W	n/a	n/a
Price	n/a	n/a
Workloads with data	1 of 7	3 of 7

Best published object detection result per platform (may be from different like-for-like groups — see data). n/a = not published; never estimated.

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

object detection

✓ Like-for-like: model-size class nano (YOLO-n), batch 1. Model, precision and stack may still differ.

Platform	Result	Model · precision · stack	Grade	Power	Source
Intel Core Ultra X7 358H (Panther Lake)	248 FPS inference_time · b=1	YOLO26n FP16 · Ultralytics + OpenVINO 2026.2.1 · nano (YOLO-n)	C	unknown power n/a no power published	Ultralytics docs: Intel OpenVINO integration benchmark 2026 (year only)
Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox)	66.21 FPS inference_time · b=1	yolov5n_512x288 INT8 (VNNX) · VectorBlox SDK (VNNX), no compression · nano (YOLO-n)	D	unknown power n/a no power published	Microchip VectorBlox SDK tutorial metrics undated

✓ Like-for-like: model-size class small (YOLO-s), batch 1. Model, precision and stack may still differ.

Platform	Result	Model · precision · stack	Grade	Power	Source
Intel Core Ultra X7 358H (Panther Lake)	224 FPS inference_time · b=1	YOLO26s INT8 · Ultralytics + OpenVINO 2026.2.1 · small (YOLO-s)	C	unknown power n/a no power published	Ultralytics docs: Intel OpenVINO integration benchmark 2026 (year only)
Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox)	30.35 FPS inference_time · b=1	yolov9s_70s_15p_512x288 INT8 (VNNX) · VectorBlox SDK (VNNX), unstructured compression · small (YOLO-s)	D	unknown power n/a no power published	Microchip VectorBlox SDK tutorial metrics undated

✓ Like-for-like: model-size class medium (YOLO-m), batch 1. Model, precision and stack may still differ.

Platform	Result	Model · precision · stack	Grade	Power	Source
Intel Core Ultra X7 358H (Panther Lake)	178 FPS inference_time · b=1	YOLO26m INT8 · Ultralytics + OpenVINO 2026.2.1 · medium (YOLO-m)	C	unknown power n/a no power published	Ultralytics docs: Intel OpenVINO integration benchmark 2026 (year only)
Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox)	6.02 FPS inference_time · b=1	yolov5m.relu INT8 (VNNX) · VectorBlox SDK (VNNX), no compression · medium (YOLO-m)	D	unknown power n/a no power published	Microchip VectorBlox SDK tutorial metrics undated

instance segmentation

Only Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) has published instance segmentation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox)	14.13 FPS inference_time · b=1	yolov8n-seg INT8 (VNNX) · VectorBlox SDK (VNNX), no compression · nano (YOLO-n)	D	unknown power n/a no power published	Microchip VectorBlox SDK tutorial metrics undated

Intel Core Ultra X7 358H (Panther Lake):

◌

No published instance segmentation results for Intel Core Ultra X7 358H (Panther Lake) or Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) 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 Intel Core Ultra X7 358H (Panther Lake) or Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) 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 Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) has published image classification results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox)	68.35 FPS inference_time · b=1	resnet18_86s_07p INT8 (VNNX) · VectorBlox SDK (VNNX), unstructured compression · mid-size CNN	D	unknown power n/a no power published	Microchip VectorBlox SDK tutorial metrics undated

Intel Core Ultra X7 358H (Panther Lake):

◌

No published image classification results for Intel Core Ultra X7 358H (Panther Lake) or Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) 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 Intel Core Ultra X7 358H (Panther Lake) or Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) 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 Intel Core Ultra X7 358H (Panther Lake) or Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) 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 Intel Core Ultra X7 358H (Panther Lake) or Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) 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.