HWBenchedge-AI hardware data, cited & graded

NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) vs Rockchip RV1126B (NPU)

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Only NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) has published results here; Rockchip RV1126B (NPU) has none for the workloads we track.

NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB)Rockchip RV1126B (NPU)
Best speech-to-text49327 FPS A
undated
n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data1 of 70 of 7

Best published speech-to-text result per platform. n/a = not published; never estimated.

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

object detection

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No published object detection results for NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) 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

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No published instance segmentation results for NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) 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

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No published pose estimation results for NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) 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

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No published image classification results for NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) 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

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No published semantic segmentation results for NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) 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

Only NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) has published speech-to-text results.

PlatformResultModel · precision · stackGradePowerSource
NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB)49327 FPS
throughput_offline · b=unknown
MLPerf whisper
fp16 · TensorRT 10.14, CUDA 13.1 · unknown
Aunknown power n/a
no power published
MLPerf Inference v6.0 (closed, datacenter) ID 6.0-0040
undated

Rockchip RV1126B (NPU):

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No published speech-to-text results for Rockchip RV1126B (NPU) or NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) 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 NVIDIA DGX B200 (8x NVIDIA B200-SXM-180GB) 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.