qualcomm

Qualcomm QCS6490

Mid-range edge SoC pairing Kryo CPUs with the Hexagon NPU; common in industrial cameras and gateways.

top models on this chip

Object detection

Sorted by latency p50 · matched-pair runs on Qualcomm QCS6490

Object detection

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	YOLO26-Nano	INT8	12.5 ms	80 FPS	98.9%	8.2 W
2	EfficientDet-Lite4	INT8	27.0 ms	37 FPS	98.5%	8.3 W

top models on this chip

Sorted by latency p50 · matched-pair runs on Qualcomm QCS6490

Embedded ASR

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	Moonshine-Embedded	INT8	511.9 ms	13 tok/s	98.2%	7.8 W
2	Whisper-Edge-Tiny	INT8	526.3 ms	12 tok/s	98.2%	8.0 W

top models on this chip

Sorted by latency p50 · matched-pair runs on Qualcomm QCS6490

Re-ID

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	ArcFace-Edge	INT8	32.2 ms	31 FPS	97.8%	7.7 W

top models on this chip

Sorted by latency p50 · matched-pair runs on Qualcomm QCS6490

Tracking

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	StrongSORT-Mobile	INT8	13.0 ms	77 FPS	98.1%	7.9 W

top models on this chip

Sorted by latency p50 · matched-pair runs on Qualcomm QCS6490

Pose

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	MoveNet-Lightning	INT8	10.2 ms	98 FPS	99.0%	8.0 W

top models on this chip

Sorted by latency p50 · matched-pair runs on Qualcomm QCS6490

OCR

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	PaddleOCR-Edge-v5	INT8	15.0 ms	67 FPS	97.6%	8.7 W