HWBenchedge-AI hardware data, cited & graded

CoreWeave GB200 NVL72 (4x NVIDIA GB200) vs Intel Xeon Gold 6154 desktop (CPU only, TFLite)

CoreWeavedatacenter server · no photo yet
No licensed photo available — placeholder drawing.
Googleserver/desktop CPU · no photo yet
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Only Intel Xeon Gold 6154 desktop (CPU only, TFLite) has published results here; CoreWeave GB200 NVL72 (4x NVIDIA GB200) has none for the workloads we track.

CoreWeave GB200 NVL72 (4x NVIDIA GB200)Intel Xeon Gold 6154 desktop (CPU only, TFLite)
Best image classificationn/a36.10 FPS D
undated
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data0 of 71 of 7

Best published image classification 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 CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 Xeon Gold 6154 desktop (CPU only, TFLite) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Intel Xeon Gold 6154 desktop (CPU only, TFLite) CPU-only36.10 FPS
inference_time · b=1
Unet Mv2 (128x128)
FP32/INT8 TFLite on CPU · TensorFlow Lite C++ benchmark (Edge TPU runtime) · mid-size CNN
Dunknown power n/a
no power published
Google Coral Edge TPU benchmarks page (Table 1)
undated

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published image classification results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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.