HWBenchedge-AI hardware data, cited & graded

NVIDIA Jetson AGX Orin (MaxQ): edge AI benchmarks

NVIDIA Jetson AGX Orin developer kit with its retail box, on a black background
NVIDIA Jetson AGX Orin developer kit. Photo: Auledas, CC BY 4.0, via Wikimedia Commons.
Vendor NVIDIAForm factor edge moduleCompute GPU+DLAIndicative price unknownPower envelope unknownPublished rows 2
object detection74.71 FPSD 3.35 FPS/W measured2026-10
image classification3526 FPSD 150 FPS/W measured2026-10

Best published result per workload, across model sizes — open “Show data” for like-for-like groups.

Show data — per-workload tables

object detection

Like-for-like groupBest resultModel · precision · stackGradePowerSource · dateRank in group
mid-size CNN · b=unknown74.71 FPSMLPerf Retinanet
INT8/FP16 (MLPerf closed) · TensorRT (MLPerf Inference, older round)		D22.27 W measuredNVIDIA Jetson Benchmarks (MLPerf v3.1 results table)
2026-10		8 of 34

instance segmentation

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No published instance segmentation results for NVIDIA Jetson AGX Orin (MaxQ) 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 Jetson AGX Orin (MaxQ) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

Like-for-like groupBest resultModel · precision · stackGradePowerSource · dateRank in group
mid-size CNN · b=unknown3526 FPSMLPerf ResNet
INT8/FP16 (MLPerf closed) · TensorRT (MLPerf Inference, older round)		D23.57 W measuredNVIDIA Jetson Benchmarks (MLPerf v3.1 results table)
2026-10		13 of 41

semantic segmentation

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No published semantic segmentation results for NVIDIA Jetson AGX Orin (MaxQ) 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 NVIDIA Jetson AGX Orin (MaxQ) 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 Jetson AGX Orin (MaxQ) 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.