HWBenchedge-AI hardware data, cited & graded

NVIDIA Jetson AGX Orin 64GB vs TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)

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.
GATEOverflowmini-PC · no photo yet
No licensed photo available — placeholder drawing.

NVIDIA Jetson AGX Orin 64GB is faster in the only like-for-like comparison (largest gap: image classification, 61.68×).

NVIDIA Jetson AGX Orin 64GBTRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)
Best image classification6424 FPS D
2026-10
2798 FPS B
2025 (year only)
Power65.00 W spec30.72 W measured
Perf / W98.83 FPS/W spec91.08 FPS/W measured
Price$1999 listn/a
Workloads with data4 of 71 of 7

Best published image classification result per platform (may be from different like-for-like groups — see data). n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only NVIDIA Jetson AGX Orin 64GB has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
NVIDIA Jetson AGX Orin 64GB435 FPS
inference_time · b=1
YOLO26n
INT8 · Ultralytics TensorRT · nano (YOLO-n)
B65.00 W spec
platform spec envelope (not measured with this result)
Ultralytics docs benchmark table
undated

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

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No published object detection results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) or NVIDIA Jetson AGX Orin 64GB 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 Jetson AGX Orin 64GB or TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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 64GB or TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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: model-size class mid-size CNN, batch unknown (size or batch not stated by source — unverified). Model, precision and stack may still differ.
PlatformResultModel · precision · stackGradePowerSource
NVIDIA Jetson AGX Orin 64GB6424 FPS
throughput_offline · b=unknown
MLPerf ResNet
INT8/FP16 (MLPerf closed) · TensorRT (MLPerf Inference, older round) · mid-size CNN
D65.00 W spec
platform spec envelope (not measured with this result)
NVIDIA Jetson Benchmarks (MLPerf v3.1 results table)
2026-10
TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) CPU-only104 FPS
throughput_offline · b=unknown
MLPerf resnet (open) / efficientnet-int8-lite0
INT8 · MLPerf tflite vmaster (ctuning_cpp_tflite-cpu-tflite_vmaster-default_config) · mid-size CNN
B28.20 W measured
reported in result source — measured
MLPerf Inference v5.0 (open) ID 5.0-5436
2025 (year only)

semantic segmentation

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No published semantic segmentation results for NVIDIA Jetson AGX Orin 64GB or TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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 Jetson AGX Orin 64GB has published speech-to-text results.

PlatformResultModel · precision · stackGradePowerSource
NVIDIA Jetson AGX Orin 64GB1170 FPS
throughput_offline · b=unknown
MLPerf RNN-T
INT8/FP16 (MLPerf closed) · TensorRT (MLPerf Inference, older round) · RNN-T
D65.00 W spec
platform spec envelope (not measured with this result)
NVIDIA Jetson Benchmarks (MLPerf v3.1 results table)
2026-10

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

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No published speech-to-text results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) or NVIDIA Jetson AGX Orin 64GB 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 NVIDIA Jetson AGX Orin 64GB has published LLM generation results.

PlatformResultModel · precision · stackGradePowerSource
NVIDIA Jetson AGX Orin 64GB30.00 tok/s
generation_throughput · b=1
Qwen 3 8B
W4A16 · vLLM · LLM 5–14B
C65.00 W spec
platform spec envelope (not measured with this result)
NVIDIA Jetson AI Lab benchmarks (benchmarks.json)
undated

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

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No published LLM generation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) or NVIDIA Jetson AGX Orin 64GB 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.