HWBench

NVIDIA GB200 NVL72 (4x NVIDIA GB200) vs Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling)

Showing the newest results per platform and source. 11 superseded older results are hidden.Showing all results, including 11 superseded by newer results from the same source.

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)Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling)
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 71 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

◌

No published object detection results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 not published
not published
MLPerf Inference v6.0, closed division, data-centre suite
2026-04-01 (published)

Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling):

◌

No published speech-to-text results for Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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

Only Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) has published LLM generation results.

PlatformResultModel · precision · stackGradePowerSource
Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling)214 tok/s
generation_throughput · b=1
deepseek-r1:1.5b
Ollama default tag (4-bit unless tag says otherwise) · Ollama (geerlingguy/ollama-benchmark) · LLM ≤4B
C320 W ● Measured, Whole system
reported in result source — Measured, Whole system
Jeff Geerling ai-benchmarks issue results (comments)
2025-05-06 (page last edited)

NVIDIA GB200 NVL72 (4x NVIDIA GB200):

◌

No published LLM generation results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

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)Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling)
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 71 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

◌

No published object detection results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

◌

No published instance segmentation results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

◌

No published image classification results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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 not published
not published
MLPerf Inference v6.0, closed division, data-centre suite
2026-04-01 (published)

Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling):

◌

No published speech-to-text results for Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) 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

Only Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) has published LLM generation results.

PlatformResultModel · precision · stackGradePowerSource
Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling)214 tok/s
generation_throughput · b=1
deepseek-r1:1.5b
Ollama default tag (4-bit unless tag says otherwise) · Ollama (geerlingguy/ollama-benchmark) · LLM ≤4B
C320 W ● Measured, Whole system
reported in result source — Measured, Whole system
Jeff Geerling ai-benchmarks issue results (comments)
2025-05-06 (page last edited)

NVIDIA GB200 NVL72 (4x NVIDIA GB200):

◌

No published LLM generation results for NVIDIA GB200 NVL72 (4x NVIDIA GB200) or Radxa Oryon O6 Mini ITX Board (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

Grades: A audited MLPerf · B third-party · C community · D vendor. How we rank · JSON