hailo

Hailo-10H

Generative-edge follow-up to the Hailo-8, with native LPDDR5 attach for transformer & VLA workloads.

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Object detection

Sorted by latency p50 · matched-pair runs on Hailo-10H

Object detection

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	Hailo-YOLO27-INT8	INT8	16.0 ms	62 FPS	97.9%	3.3 W
2	Meridian Highway-Perception v3	INT8	16.8 ms	60 FPS	97.6%	3.3 W
3	YOLO27-Edge	INT8	17.0 ms	59 FPS	98.3%	3.3 W

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Sorted by latency p50 · matched-pair runs on Hailo-10H

Depth

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	Meridian Depth-Tier1	INT8	17.6 ms	57 FPS	98.3%	3.4 W
2	Depth-Anything-Edge	INT8	23.8 ms	42 FPS	97.6%	3.3 W

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Sorted by latency p50 · matched-pair runs on Hailo-10H

Segmentation

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	FastSAM-Edge	INT8	9.49 ms	105 FPS	98.6%	3.2 W

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Sorted by latency p50 · matched-pair runs on Hailo-10H

Multimodal

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	MobileCLIP-S2	INT8	20.4 ms	49 FPS	98.3%	3.2 W
2	SmolVLM-3B	INT8	315.5 ms	3.2 FPS	98.0%	3.2 W

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Sorted by latency p50 · matched-pair runs on Hailo-10H

Tracking

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	ByteTrack-Edge	INT8	5.18 ms	193 FPS	97.4%	3.3 W

top models on this chip

Sorted by latency p50 · matched-pair runs on Hailo-10H

Pose

#	Model	Quant	Latency p50	Throughput	Acc.	Power
1	RTMPose-Edge	INT8	10.7 ms	94 FPS	97.8%	3.1 W