Performance Data for Consumer Edge Use Cases
Loss Prevention Retail Benchmark Results
Find the latest performance data by choice of Intel® processors for the vision-enabled workloads that drive loss prevention.
Detection and Classification
Pipeline: Non scans, Hidden items, Items in basket, Multi product scans, Product switching
Mode: Power save
| Platform Name | CPU | Device | Model | Video Type/Resolution | Presicion | Cumulative Throughput* | Number of Streams** | Latency*** | Batch Size | Average Package Power (Watts) |
|---|---|---|---|---|---|---|---|---|---|---|
| Raptor Lake Refresh(Gen 14) | i5-14500 | GPU | detection - yolov11n classification - efficientnet-b0 face-detection-retail-0004 face-reidentification-retail-0095 |
RTSP Camera (AVC 1920x1080 @15FPS) |
INT8 INT8 FP16-INT8 FP16-INT8 |
133.99 | 3 | NA | 8 | 52.19 |
| Raptor Lake (Gen 13) | i5-14500 | CPU | detection - yolov11n classification - efficientnet-b0 face-detection-retail-0004 face-reidentification-retail-0095 |
RTSP Camera (AVC 1920x1080 @15FPS) |
INT8 INT8 FP16-INT8 FP16-INT8 |
187.98 | 6 | NA | 1 | 59.55 |
| Meteor Lake (Gen 14) | Ultra 5 125HL | GPU:NPU | detection - yolov11n classification - efficientnet-b0 face-detection-retail-0004 face-reidentification-retail-0095 |
RTSP Camera (AVC 1920x1080 @15FPS) |
INT8 INT8 FP16-INT8 FP16-INT8 |
279.34 | 7 | NA | 8 | 26.5 |
| Meteor Lake (Gen 14) | Ultra 5 125HL | GPU | detection - yolov11n classification - efficientnet-b0 face-detection-retail-0004 face-reidentification-retail-0095 |
RTSP Camera (AVC 1920x1080 @15FPS) |
INT8 INT8 FP16-INT8 FP16-INT8 |
194.11 | 5 | NA | 8 | 23.91 |
| Meteor Lake (Gen 14) | Ultra 5 125HL | CPU | detection - yolov11n classification - efficientnet-b0 face-detection-retail-0004 face-reidentification-retail-0095 |
RTSP Camera (AVC 1920x1080 @15FPS) |
INT8 INT8 FP16-INT8 FP16-INT8 |
158.75 | 5 | NA | 1 | 42.82 |
You can run the performance benchmarks using existing models or your own models.
Hardware and software configuration (measured Dec 19, 2025):
Hardware configuration for 1-node, Intel Corporation Alder Lake Client Platform, 1x Intel(R) Processor U300L, 5 cores, 200W TDP, HT ?, Turbo On, Total Memory 64GB (2x32GB DDR5 5600MT/s [5200MT/s]), BIOS Intel(R) Processor U300L, microcode 0x4128, 1x Ethernet Connection, 1x AX88179 Gigabit Ethernet, 1x , 1x 931.5G Samsung SSD 970 EVO Plus 1TB, Ubuntu 24.04.1 LTS, 6.14.0-34-generic. Test by Intel.
Hardware configuration for 1-node, Intel Corporation Alder Lake Client Platform, 1x Intel(R) Core(TM) 3 100HL, 8 cores, 200W TDP, HT ?, Turbo On, Total Memory 64GB (2x32GB DDR5 5600MT/s [5200MT/s]), BIOS Intel(R) Core(TM) 3 100HL, microcode 0x4123, 1x Ethernet Connection, 1x AX88179 Gigabit Ethernet, 3x , 1x 114.6G SanDisk 3.2Gen1, 1x 232.9G WD_BLACK SN770 250GB, Ubuntu 24.04.1 LTS, 6.6-intel. Test by Intel.
Hardware configuration for 1-node, Intel Corporation Alder Lake Client Platform, 1x Intel(R) Core(TM) 5 120HL, 12 cores, 200W TDP, HT ?, Turbo On, Total Memory 64GB (2x32GB DDR5 5600MT/s [5200MT/s]), BIOS Intel(R) Core(TM) 5 120HL, microcode 0x4123, 3x , 1x Ethernet Connection, 1x AX88179 Gigabit Ethernet, 1x 114.6G SanDisk 3.2Gen1, 1x 232.9G WD_BLACK SN770 250GB, Ubuntu 22.04.4 LTS, 6.6-intel. Test by Intel
Hardware configuration for 1-node, Intel Corporation Raptor Lake Client Platform, 1x Intel(R) 300, 2 cores, 46W TDP, HT ?, Turbo Off, Total Memory 64GB (2x32GB DDR5 4800MT/s [4800MT/s]), BIOS Intel(R) 300, microcode 0x3a, 1x , 1x Ethernet Connection, 1x 114.6G SanDisk 3.2Gen1, 1x 931.5G Samsung SSD 970 EVO Plus 1TB, Ubuntu 24.04 LTS, 6.14.0-33-generic. Test by Intel
Hardware configuration for 1-node, Intel Corporation Raptor Lake Client Platform, 1x Intel(R) Core(TM) i5-14500, 14 cores, 65W TDP, HT ?, Turbo On, Total Memory 64GB (2x32GB DDR5 4800MT/s [4800MT/s]), BIOS Intel(R) Core(TM) i5-14500, microcode 0x3a, 1x , 1x Ethernet Connection, 1x 114.6G SanDisk 3.2Gen1, 1x 931.5G Samsung SSD 970 EVO Plus 1TB, Ubuntu 24.04 LTS, 6.14.0-35-generic. Test by Intel as of Thu Nov 13 02:31:08 PM IST 2025.
Hardware configuration for 1-node, Intel Corporation Meteor Lake Client Platform, 1x Intel(R) Core(TM) Ultra 5 125HL, 14 cores, 45W TDP, HT On, Turbo On, Total Memory 64GB (2x32GB DDR5 5600MT/s [5600MT/s]), BIOS Intel(R) Core(TM) Ultra 5 125HL, microcode 0x24, 2x Unknown NIC, 1x AX88179 Gigabit Ethernet, 1x 232.9G WD_BLACK SN770 250GB, Ubuntu 24.04.3 LTS, 6.14.0-27-generic
- Wall power refers to platform power consumption.
- Accuracy (if listed) was validated with the specified dataset.