HWBench

NVIDIA GB200 NVL72 (4x NVIDIA GB200) vs Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite)

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

NVIDIA GB200 NVL72 (4x NVIDIA GB200)Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite)
Best speech-to-text22051 FPS A
2026-04-01 (published)
n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data1 of 73 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

Only Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite)117 FPS
throughput · b=1
yolo-v3-tiny-tf
FP16 · FPGA AI Suite 2026.1.1 / OpenVINO; IP throughput (hostless) · unknown
Dunknown power n/a
no power published
Altera FPGA AI Suite Handbook (performance tables)
2026-08-10 (published)

NVIDIA GB200 NVL72 (4x NVIDIA GB200):

◌

No published object detection results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) 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 GB200 NVL72 (4x NVIDIA GB200) or Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) 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 GB200 NVL72 (4x NVIDIA GB200) or Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) 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 Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite)1391 FPS
throughput · b=1
mobilenet-v1-1.0-224
not stated in table (set by .arch file) · FPGA AI Suite 2026.1.1 / OpenVINO; IP throughput (hostless) · mobile-class CNN
Dunknown power n/a
no power published
Altera FPGA AI Suite Handbook (performance tables)
2026-08-10 (published)

NVIDIA GB200 NVL72 (4x NVIDIA GB200):

◌

No published image classification results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) 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 Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite)10.26 FPS
throughput · b=1
unet-camvid-onnx-0001
not stated in table (set by .arch file) · FPGA AI Suite 2026.1.1 / OpenVINO; IP throughput (hostless) · mid-size CNN
Dunknown power n/a
no power published
Altera FPGA AI Suite Handbook (performance tables)
2026-08-10 (published)

NVIDIA GB200 NVL72 (4x NVIDIA GB200):

◌

No published semantic segmentation results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) 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 GB200 NVL72 (4x NVIDIA GB200) has published speech-to-text results.

PlatformResultModel · precision · stackGradePowerSource
NVIDIA GB200 NVL72 (4x NVIDIA GB200)22051 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 division, data-centre suite
2026-04-01 (published)

Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite):

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No published speech-to-text results for Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) or NVIDIA GB200 NVL72 (4x NVIDIA GB200) 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 GB200 NVL72 (4x NVIDIA GB200) or Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite) 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.