HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) vs Qualcomm Snapdragon X2 Elite (CRD)
Only Qualcomm Snapdragon X2 Elite (CRD) has published results here; HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) has none for the workloads we track.
| HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) | Qualcomm Snapdragon X2 Elite (CRD) | |
|---|---|---|
| Best object detection | n/a | 1502 FPS D 2026 (year only) |
| Power | n/a | n/a |
| Perf / W | n/a | n/a |
| Price | n/a | n/a |
| Workloads with data | 0 of 7 | 6 of 7 |
Best published object detection result per platform. n/a = not published; never estimated.
Show data — all workloads, sources and like-for-like groups
object detection
Only Qualcomm Snapdragon X2 Elite (CRD) has published object detection results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Qualcomm Snapdragon X2 Elite (CRD) | 1502 FPS inference_time · b=1 | yolov8_det / YOLOv8-Detection w8a8 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) · unknown | D | unknown power n/a no power published | Qualcomm AI Hub Models perf.yaml (BSD-3) 2026 (year only) |
HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e):
No published object detection results for HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Qualcomm Snapdragon X2 Elite (CRD) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
instance segmentation
Only Qualcomm Snapdragon X2 Elite (CRD) has published instance segmentation results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Qualcomm Snapdragon X2 Elite (CRD) | 1311 FPS inference_time · b=1 | yolov8_seg / YOLOv8-Segmentation w8a8 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) · unknown | D | unknown power n/a no power published | Qualcomm AI Hub Models perf.yaml (BSD-3) 2026 (year only) |
HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e):
No published instance segmentation results for HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Qualcomm Snapdragon X2 Elite (CRD) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
pose estimation
Only Qualcomm Snapdragon X2 Elite (CRD) has published pose estimation results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Qualcomm Snapdragon X2 Elite (CRD) | 1855 FPS inference_time · b=1 | hrnet_pose w8a8 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) · mid-size CNN | D | unknown power n/a no power published | Qualcomm AI Hub Models perf.yaml (BSD-3) 2026 (year only) |
HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e):
No published pose estimation results for HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Qualcomm Snapdragon X2 Elite (CRD) 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 Qualcomm Snapdragon X2 Elite (CRD) has published image classification results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Qualcomm Snapdragon X2 Elite (CRD) | 3953 FPS inference_time · b=1 | mobilenet_v2 w8a16 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) · mobile-class CNN | D | unknown power n/a no power published | Qualcomm AI Hub Models perf.yaml (BSD-3) 2026 (year only) |
HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e):
No published image classification results for HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Qualcomm Snapdragon X2 Elite (CRD) 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 Qualcomm Snapdragon X2 Elite (CRD) has published semantic segmentation results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Qualcomm Snapdragon X2 Elite (CRD) | 609 FPS inference_time · b=1 | deeplabv3_plus_mobilenet w8a8 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) · mobile-class CNN | D | unknown power n/a no power published | Qualcomm AI Hub Models perf.yaml (BSD-3) 2026 (year only) |
HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e):
No published semantic segmentation results for HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Qualcomm Snapdragon X2 Elite (CRD) 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 Qualcomm Snapdragon X2 Elite (CRD) has published speech-to-text results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Qualcomm Snapdragon X2 Elite (CRD) | 408 FPS inference_time · b=1 | whisper_base / decoder float · Qualcomm AI Hub precompiled_qnn_onnx (QAIRT 2.50.0.260828221209) · Whisper base | D | unknown power n/a no power published | Qualcomm AI Hub Models perf.yaml (BSD-3) 2026 (year only) |
HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e):
No published speech-to-text results for HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Qualcomm Snapdragon X2 Elite (CRD) 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 HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Qualcomm Snapdragon X2 Elite (CRD) 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
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.