HWBench

CoreWeave GB200 NVL72 (4x NVIDIA GB200) vs Rockchip RV1126B (NPU)

Only Rockchip RV1126B (NPU) has published results here; CoreWeave GB200 NVL72 (4x NVIDIA GB200) has none for the workloads we track.

CoreWeave GB200 NVL72 (4x NVIDIA GB200)Rockchip RV1126B (NPU)
Best object detectionn/a106 FPS C
2026-10-13 (page last edited)
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data0 of 75 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 Rockchip RV1126B (NPU) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
Rockchip RV1126B (NPU)55.60 FPS
throughput · b=1
yolov5s_relu
INT8 · RKNN-Toolkit2 / RKNPU (rknn_model_zoo) · small (YOLO-s)
Cunknown power n/a
no power published
Rockchip rknn_model_zoo README benchmark table
2026-10-13 (page last edited)

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published object detection results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Rockchip RV1126B (NPU) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

Only Rockchip RV1126B (NPU) has published instance segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Rockchip RV1126B (NPU)83.80 FPS
throughput · b=1
yolov5n-seg
INT8 · RKNN-Toolkit2 / RKNPU (rknn_model_zoo) · nano (YOLO-n)
Cunknown power n/a
no power published
Rockchip rknn_model_zoo README benchmark table
2026-10-13 (page last edited)

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published instance segmentation results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Rockchip RV1126B (NPU) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

Only Rockchip RV1126B (NPU) has published pose estimation results.

PlatformResultModel · precision · stackGradePowerSource
Rockchip RV1126B (NPU)59.10 FPS
throughput · b=1
yolov8n-pose
INT8 · RKNN-Toolkit2 / RKNPU (rknn_model_zoo) · nano (YOLO-n)
Cunknown power n/a
no power published
Rockchip rknn_model_zoo README benchmark table
2026-10-13 (page last edited)

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published pose estimation results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Rockchip RV1126B (NPU) 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 Rockchip RV1126B (NPU) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Rockchip RV1126B (NPU)374 FPS
throughput · b=1
mobilenetv2-12
INT8 · RKNN-Toolkit2 / RKNPU (rknn_model_zoo) · mobile-class CNN
Cunknown power n/a
no power published
Rockchip rknn_model_zoo README benchmark table
2026-10-13 (page last edited)

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published image classification results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Rockchip RV1126B (NPU) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

Only Rockchip RV1126B (NPU) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Rockchip RV1126B (NPU)30.90 FPS
throughput · b=1
deeplab-v3-plus-mobilenet-v2
INT8 · RKNN-Toolkit2 / RKNPU (rknn_model_zoo) · mobile-class CNN
Cunknown power n/a
no power published
Rockchip rknn_model_zoo README benchmark table
2026-10-13 (page last edited)

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published semantic segmentation results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Rockchip RV1126B (NPU) 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 CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Rockchip RV1126B (NPU) 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 CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Rockchip RV1126B (NPU) 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.