Dell PowerEdge XE9712 (4x NVIDIA GB300): edge AI benchmarks
Key results
| Workload | Best result | Model · precision | Power · perf/W | Grade · date | Source |
|---|---|---|---|---|---|
| image/video generation | 0.646 FPS batch unknown | MLPerf wan-2.2-t2v-a14b fp8 · TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentM | unknown | A 2026-09-16 (published) | MLPerf Inference v6.1, closed division, data-centre suite |
Best published result per workload, across model sizes. For like-for-like groups, open the per-workload tables below.
Show data — per-workload tables
object detection
No published object detection results for Dell PowerEdge XE9712 (4x NVIDIA GB300) 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 Dell PowerEdge XE9712 (4x NVIDIA GB300) 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 Dell PowerEdge XE9712 (4x NVIDIA GB300) 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 Dell PowerEdge XE9712 (4x NVIDIA GB300) 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 Dell PowerEdge XE9712 (4x NVIDIA GB300) 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
No published speech-to-text results for Dell PowerEdge XE9712 (4x NVIDIA GB300) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
LLM generation
No published LLM generation results for Dell PowerEdge XE9712 (4x NVIDIA GB300) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
image/video generation
| Like-for-like group | Best result | Model · precision · stack | Grade | Power | Source · date | Rank in group |
|---|---|---|---|---|---|---|
| unknown · b=unknown | 0.646 FPS | MLPerf wan-2.2-t2v-a14b fp8 · TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentM | A | unknown power n/a | MLPerf Inference v6.1, closed division, data-centre suite 2026-09-16 (published) | 2 of 16 |
How to read these numbers
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.