{
 "query": {
  "task": "object detection",
  "model_key": "yolov11m"
 },
 "task": "object detection",
 "size_class": "by model",
 "batch": "per group",
 "mixed": false,
 "mixed_warning": null,
 "groups": [
  {
   "size": "medium (YOLO-m)",
   "batch": "8",
   "platforms": 5,
   "rows": 5
  },
  {
   "size": "medium (YOLO-m)",
   "batch": "1",
   "platforms": 3,
   "rows": 3
  }
 ],
 "rank_groups": [
  {
   "model_key": "yolov11m",
   "label": "YOLOv11m",
   "platforms": 5,
   "platforms_with_power": 2
  }
 ],
 "reference": {
  "model_key": "yolov11m",
  "label": "YOLOv11m",
  "rows": 2,
  "platforms_with_power": 2,
  "platforms": 5
 },
 "excluded_count": 0,
 "efficiency_excluded_count": 0,
 "notes": [
  "edge hardware only",
  "model_key \"yolov11m\""
 ],
 "count": 5,
 "results": [
  {
   "platform": "Hailo-8 AI processor (chip, HNC18BI11BH)",
   "platform_url": "/platform/hailo-8-ai-processor-chip-hnc18bi11bh.html",
   "perf": 101,
   "perf_unit": "FPS",
   "metric": "throughput",
   "model": "YOLOv11m",
   "precision": "not stated (Hailo INT8 quantized)",
   "stack": "HailoRT (vendor datasheet)",
   "size_class": "medium (YOLO-m)",
   "batch": "8",
   "like_for_like": true,
   "differs": [],
   "confidence": "D",
   "confidence_label": "D – vendor-published",
   "power_w": 3.4,
   "power_label": "reported in result source — Vendor-measured (typical/avg), Accelerator only, host not included",
   "power_kind": "Vendor-measured (typical/avg), Accelerator only, host not included",
   "model_key": "yolov11m",
   "pb": {
    "tag": "Vendor-measured (typical/avg)",
    "measured": false,
    "vendorMeasured": true,
    "typical": false,
    "scope": "Accelerator only, host not included",
    "rmax": false,
    "rmin": false
   },
   "power_scope": "accelerator-only",
   "power_is_range_max": false,
   "power_is_range_min": false,
   "is_partial": "false",
   "partial_note": null,
   "rank_default": true,
   "fpsw_outlier": false,
   "fpsw_note": null,
   "rank_note": null,
   "rank_fps": true,
   "rank_fpsw": true,
   "fpsw_ratio_median": null,
   "power_basis": "measured by vendor: chip average power (Table 12. Power consumption (average power, 25 C, VDD 0.8 V, normal power mode))",
   "power_note": "measured-by-vendor",
   "power_range": null,
   "power_src_url": "https://hailo.ai/hailo-files/hailo-8-datasheet-en/",
   "perf_per_w": 29.71,
   "date": "undated",
   "older_than_18_months": false,
   "superseded": false,
   "price_usd": null,
   "price_label": "unknown",
   "price_date": null,
   "price_launch_usd": null,
   "edge": true,
   "date_basis": "unknown",
   "form_factor": "AI accelerator (chip)",
   "vendor": "Hailo",
   "source": {
    "name": "Hailo-8 Datasheet Revision 1.9.2 (April 2026)",
    "url": "https://hailo.ai/hailo-files/hailo-8-datasheet-en/",
    "date": null,
    "doc": "Hailo-8 Datasheet Revision 1.9.2 (April 2026); Table 12. Power consumption (average power, 25 C, VDD 0.8 V, normal power mode)",
    "version": "Hailo-8 Datasheet Revision 1.9.2 (April 2026)",
    "vendor_page": "https://hailo.ai/products/ai-accelerators/hailo-8-ai-accelerator/"
   },
   "power_source": "https://hailo.ai/hailo-files/hailo-8-datasheet-en/",
   "price_source": null,
   "fit": {
    "perf": null,
    "power": null,
    "budget": null
   },
   "meets_all": true,
   "unknowns": 0,
   "no_power": false,
   "group": "yolov11m",
   "excluded_reason": null,
   "excluded": false,
   "fits": true,
   "speed_eligible": true,
   "eff_ok": true,
   "soft_reason": null,
   "eligible": true,
   "headroom": null,
   "unknown_badges": [
    "price unknown"
   ],
   "group_size": 2,
   "group_rank": 1
  },
  {
   "platform": "Hailo-8L AI processor (chip, HNC1LBI11BH)",
   "platform_url": "/platform/hailo-8l-ai-processor-chip-hnc1lbi11bh.html",
   "perf": 58,
   "perf_unit": "FPS",
   "metric": "throughput",
   "model": "YOLOv11m",
   "precision": "not stated (Hailo INT8 quantized)",
   "stack": "HailoRT (vendor datasheet)",
   "size_class": "medium (YOLO-m)",
   "batch": "8",
   "like_for_like": true,
   "differs": [],
   "confidence": "D",
   "confidence_label": "D – vendor-published",
   "power_w": 2.2,
   "power_label": "reported in result source — Vendor-measured (typical/avg), Accelerator only, host not included",
   "power_kind": "Vendor-measured (typical/avg), Accelerator only, host not included",
   "model_key": "yolov11m",
   "pb": {
    "tag": "Vendor-measured (typical/avg)",
    "measured": false,
    "vendorMeasured": true,
    "typical": false,
    "scope": "Accelerator only, host not included",
    "rmax": false,
    "rmin": false
   },
   "power_scope": "accelerator-only",
   "power_is_range_max": false,
   "power_is_range_min": false,
   "is_partial": "false",
   "partial_note": null,
   "rank_default": true,
   "fpsw_outlier": false,
   "fpsw_note": null,
   "rank_note": null,
   "rank_fps": true,
   "rank_fpsw": true,
   "fpsw_ratio_median": null,
   "power_basis": "measured by vendor: chip average power (Table 12. Power consumption (average power, 25 C, VDD 0.8 V, normal power mode))",
   "power_note": "measured-by-vendor",
   "power_range": null,
   "power_src_url": "https://hailo.ai/hailo-files/hailo-8l-industrial-datasheet-en/",
   "perf_per_w": 26.36,
   "date": "undated",
   "older_than_18_months": false,
   "superseded": false,
   "price_usd": null,
   "price_label": "unknown",
   "price_date": null,
   "price_launch_usd": null,
   "edge": true,
   "date_basis": "unknown",
   "form_factor": "AI accelerator (chip)",
   "vendor": "Hailo",
   "source": {
    "name": "Hailo-8L Datasheet Revision 1.9.3 (April 2026)",
    "url": "https://hailo.ai/hailo-files/hailo-8l-industrial-datasheet-en/",
    "date": null,
    "doc": "Hailo-8L Datasheet Revision 1.9.3 (April 2026); Table 12. Power consumption (average power, 25 C, VDD 0.8 V, normal power mode)",
    "version": "Hailo-8L Datasheet Revision 1.9.3 (April 2026)",
    "vendor_page": "https://hailo.ai/products/ai-accelerators/hailo-8l-ai-accelerator-for-ai-light-applications/"
   },
   "power_source": "https://hailo.ai/hailo-files/hailo-8l-industrial-datasheet-en/",
   "price_source": null,
   "fit": {
    "perf": null,
    "power": null,
    "budget": null
   },
   "meets_all": true,
   "unknowns": 0,
   "no_power": false,
   "group": "yolov11m",
   "excluded_reason": null,
   "excluded": false,
   "fits": true,
   "speed_eligible": true,
   "eff_ok": true,
   "soft_reason": null,
   "eligible": true,
   "headroom": null,
   "unknown_badges": [
    "price unknown"
   ],
   "group_size": 2,
   "group_rank": 2
  },
  {
   "platform": "Hailo-10H (M.2/PCIe, x86 host)",
   "platform_url": "/platform/hailo-10h-m-2-pcie-x86-host.html",
   "perf": 70.6,
   "perf_unit": "FPS",
   "metric": "throughput",
   "model": "yolov11m",
   "precision": "INT8 (Hailo quantized)",
   "stack": "Hailo DFC v5.4.0 / HailoRT (model zoo)",
   "size_class": "medium (YOLO-m)",
   "batch": "1",
   "like_for_like": true,
   "differs": [],
   "confidence": "D",
   "confidence_label": "D – vendor-published",
   "power_w": null,
   "power_label": "not published",
   "power_kind": "unknown",
   "model_key": "yolov11m",
   "pb": {
    "tag": "",
    "measured": false,
    "vendorMeasured": false,
    "typical": false,
    "scope": "",
    "rmax": false,
    "rmin": false
   },
   "power_scope": null,
   "power_is_range_max": false,
   "power_is_range_min": false,
   "is_partial": "false",
   "partial_note": null,
   "rank_default": false,
   "fpsw_outlier": false,
   "fpsw_note": null,
   "rank_note": "excluded from fps/W view only: no verified power",
   "rank_fps": true,
   "rank_fpsw": false,
   "fpsw_ratio_median": null,
   "power_basis": "unknown",
   "power_note": "",
   "power_range": null,
   "power_src_url": null,
   "perf_per_w": null,
   "date": "2026-09-03 (page last edited)",
   "older_than_18_months": false,
   "superseded": false,
   "price_usd": null,
   "price_label": "unknown",
   "price_date": null,
   "price_launch_usd": null,
   "edge": true,
   "date_basis": "page-edited",
   "form_factor": "AI accelerator (M.2)",
   "vendor": "Hailo",
   "source": {
    "name": "Hailo Model Zoo public models (Hailo-10H)",
    "url": "https://github.com/hailo-ai/hailo_model_zoo/tree/v5.4.0/docs/public_models/HAILO10H",
    "date": null,
    "doc": null,
    "version": "hailo_model_zoo v5.4.0, DFC v5.4.0",
    "vendor_page": null
   },
   "power_source": null,
   "price_source": null,
   "fit": {
    "perf": null,
    "power": null,
    "budget": null
   },
   "meets_all": true,
   "unknowns": 0,
   "no_power": true,
   "group": "yolov11m",
   "excluded_reason": null,
   "excluded": false,
   "fits": true,
   "speed_eligible": true,
   "eff_ok": false,
   "soft_reason": null,
   "eligible": false,
   "headroom": null,
   "unknown_badges": [
    "power unknown",
    "perf/W unknown",
    "price unknown"
   ],
   "group_size": 2,
   "group_rank": null
  },
  {
   "platform": "Hailo-8 (M.2/PCIe, x86 host)",
   "platform_url": "/platform/hailo-8-m-2-pcie-x86-host.html",
   "perf": 50.2,
   "perf_unit": "FPS",
   "metric": "throughput",
   "model": "yolov11m",
   "precision": "INT8 (Hailo quantized)",
   "stack": "Hailo DFC v2.20.0 / HailoRT (model zoo)",
   "size_class": "medium (YOLO-m)",
   "batch": "1",
   "like_for_like": true,
   "differs": [],
   "confidence": "D",
   "confidence_label": "D – vendor-published",
   "power_w": null,
   "power_label": "not published",
   "power_kind": "unknown",
   "model_key": "yolov11m",
   "pb": {
    "tag": "",
    "measured": false,
    "vendorMeasured": false,
    "typical": false,
    "scope": "",
    "rmax": false,
    "rmin": false
   },
   "power_scope": null,
   "power_is_range_max": false,
   "power_is_range_min": false,
   "is_partial": "false",
   "partial_note": null,
   "rank_default": false,
   "fpsw_outlier": false,
   "fpsw_note": null,
   "rank_note": "excluded from fps/W view only: no verified power",
   "rank_fps": true,
   "rank_fpsw": false,
   "fpsw_ratio_median": null,
   "power_basis": "unknown",
   "power_note": "",
   "power_range": null,
   "power_src_url": null,
   "perf_per_w": null,
   "date": "2026-10-15 (page last edited)",
   "older_than_18_months": false,
   "superseded": false,
   "price_usd": null,
   "price_label": "unknown",
   "price_date": null,
   "price_launch_usd": null,
   "edge": true,
   "date_basis": "page-edited",
   "form_factor": "AI accelerator (M.2)",
   "vendor": "Hailo",
   "source": {
    "name": "Hailo Model Zoo public models (Hailo-8)",
    "url": "https://github.com/hailo-ai/hailo_model_zoo/tree/v2.20.0/docs/public_models/HAILO8",
    "date": null,
    "doc": null,
    "version": "hailo_model_zoo v2.20.0, DFC v2.20.0",
    "vendor_page": null
   },
   "power_source": null,
   "price_source": null,
   "fit": {
    "perf": null,
    "power": null,
    "budget": null
   },
   "meets_all": true,
   "unknowns": 0,
   "no_power": true,
   "group": "yolov11m",
   "excluded_reason": null,
   "excluded": false,
   "fits": true,
   "speed_eligible": true,
   "eff_ok": false,
   "soft_reason": null,
   "eligible": false,
   "headroom": null,
   "unknown_badges": [
    "power unknown",
    "perf/W unknown",
    "price unknown"
   ],
   "group_size": 2,
   "group_rank": null
  },
  {
   "platform": "Hailo-8L (M.2/PCIe, x86 host)",
   "platform_url": "/platform/hailo-8l-m-2-pcie-x86-host.html",
   "perf": 35.3,
   "perf_unit": "FPS",
   "metric": "throughput",
   "model": "yolov11m",
   "precision": "INT8 (Hailo quantized)",
   "stack": "Hailo DFC v2.20.0 / HailoRT (model zoo)",
   "size_class": "medium (YOLO-m)",
   "batch": "1",
   "like_for_like": true,
   "differs": [],
   "confidence": "D",
   "confidence_label": "D – vendor-published",
   "power_w": null,
   "power_label": "not published",
   "power_kind": "unknown",
   "model_key": "yolov11m",
   "pb": {
    "tag": "",
    "measured": false,
    "vendorMeasured": false,
    "typical": false,
    "scope": "",
    "rmax": false,
    "rmin": false
   },
   "power_scope": null,
   "power_is_range_max": false,
   "power_is_range_min": false,
   "is_partial": "false",
   "partial_note": null,
   "rank_default": false,
   "fpsw_outlier": false,
   "fpsw_note": null,
   "rank_note": "excluded from fps/W view only: no verified power",
   "rank_fps": true,
   "rank_fpsw": false,
   "fpsw_ratio_median": null,
   "power_basis": "unknown",
   "power_note": "",
   "power_range": null,
   "power_src_url": null,
   "perf_per_w": null,
   "date": "2026-10-15 (page last edited)",
   "older_than_18_months": false,
   "superseded": false,
   "price_usd": null,
   "price_label": "unknown",
   "price_date": null,
   "price_launch_usd": null,
   "edge": true,
   "date_basis": "page-edited",
   "form_factor": "AI accelerator (M.2)",
   "vendor": "Hailo",
   "source": {
    "name": "Hailo Model Zoo public models (Hailo-8L)",
    "url": "https://github.com/hailo-ai/hailo_model_zoo/tree/v2.20.0/docs/public_models/HAILO8L",
    "date": null,
    "doc": null,
    "version": "hailo_model_zoo v2.20.0, DFC v2.20.0",
    "vendor_page": null
   },
   "power_source": null,
   "price_source": null,
   "fit": {
    "perf": null,
    "power": null,
    "budget": null
   },
   "meets_all": true,
   "unknowns": 0,
   "no_power": true,
   "group": "yolov11m",
   "excluded_reason": null,
   "excluded": false,
   "fits": true,
   "speed_eligible": true,
   "eff_ok": false,
   "soft_reason": null,
   "eligible": false,
   "headroom": null,
   "unknown_badges": [
    "power unknown",
    "perf/W unknown",
    "price unknown"
   ],
   "group_size": 2,
   "group_rank": null
  }
 ],
 "no_data": null,
 "legend": "Confidence: A audited MLPerf closed, B documented third-party, C community, D vendor-published, E estimate. Unknown is never assumed."
}