{ "version": "1.0.0", "description": "Normalized hardware platform capabilities for all supported edge AI accelerators. Canonical source for TOPS, memory, power, and support metadata.", "last_updated": "2026-07-28", "confidence": "high", "sources": [ "NVIDIA Jetson datasheets (2024-2025)", "Hailo-8/8L/10H product briefs", "Google Coral Edge TPU datasheet", "Rockchip RK3588 technical reference manual", "OnLogic Factor 201 / Neousys Nuvo-9531 product specs", "NVIDIA Jetson lineup repricing 2026-07-22 (confirmed via developer.nvidia.com/embedded/faq); Jetson cost_usd = module 1KU MSRP" ], "schema": { "platform_id": "Canonical snake_case ID matching catalog.js keys", "label": "Human-readable display name", "family": "Vendor family: nvidia | hailo | coral | rockchip | intel", "category": "Platform category: embedded_gpu | ai_accelerator | low_cost_sbc | industrial_pc", "tops_int8": "INT8 TOPS (planning envelope, not peak theoretical)", "memory_gb": "Unified/dedicated memory in GB (null if host-dependent)", "memory_bandwidth_gbps": "Peak memory bandwidth in GB/s (null if host-dependent)", "tdp_watts": "Thermal design power in Watts (max sustained)", "power_min_w": "Minimum idle power in Watts", "power_max_w": "Maximum operating power in Watts", "cooling_requirement": "active | passive", "max_streams_practical": "Empirically observed max concurrent 1080p/30fps H.265 inference streams", "cost_usd": "Module/accelerator cost in USD (2024-2025 pricing, no carrier board)", "supported_runtimes": "List of supported inference runtimes", "supported_precisions": "List of supported precision levels", "nvdec_engines": "Number of hardware video decoder engines (null if software decode only)", "wide_temp_rated": "Whether the module is rated for -40\u00b0C to +85\u00b0C operating range", "lifecycle_status": "current | upcoming | deprecated", "eol_estimate": "Estimated end-of-life year (null if unknown)" }, "platforms": { "jetson_orin_nano": { "label": "Jetson Orin Nano 8GB", "family": "nvidia", "category": "embedded_gpu", "tops_int8": 40, "memory_gb": 8, "memory_bandwidth_gbps": 68, "tdp_watts": 15, "power_min_w": 7, "power_max_w": 15, "cooling_requirement": "active", "max_streams_practical": 4, "cost_usd": 494.14, "supported_runtimes": [ "tensorrt", "pytorch", "onnx" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": 1, "wide_temp_rated": false, "lifecycle_status": "current", "eol_estimate": 2030, "power_modes": [ { "id": "7w", "label": "7W (Power Save)" }, { "id": "15w", "label": "15W (Max Performance)" } ] }, "jetson_orin_nano_super": { "label": "Jetson Orin Nano Super", "family": "nvidia", "category": "embedded_gpu", "tops_int8": 67, "memory_gb": 8, "memory_bandwidth_gbps": 102, "tdp_watts": 25, "power_min_w": 10, "power_max_w": 25, "cooling_requirement": "active", "max_streams_practical": 6, "cost_usd": 399, "supported_runtimes": [ "tensorrt", "pytorch", "onnx" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": 1, "wide_temp_rated": false, "lifecycle_status": "current", "eol_estimate": 2031, "power_modes": [ { "id": "7w", "label": "7W (Power Save)" }, { "id": "15w", "label": "15W (Balanced)" }, { "id": "25w", "label": "25W (Max Performance)" } ] }, "jetson_orin_nx_8gb": { "label": "Jetson Orin NX 8GB", "family": "nvidia", "category": "embedded_gpu", "tops_int8": 117, "memory_gb": 8, "memory_bandwidth_gbps": 102.4, "tdp_watts": 25, "power_min_w": 10, "power_max_w": 40, "cooling_requirement": "active", "max_streams_practical": 8, "cost_usd": 649, "supported_runtimes": [ "tensorrt", "pytorch", "onnx" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": 1, "wide_temp_rated": false, "lifecycle_status": "current", "eol_estimate": 2030, "power_modes": [ { "id": "10w", "label": "10W (Power Save)" }, { "id": "15w", "label": "15W (Balanced)" }, { "id": "25w", "label": "25W (Max Performance)" } ] }, "jetson_orin_nx": { "label": "Jetson Orin NX 16GB", "family": "nvidia", "category": "embedded_gpu", "tops_int8": 157, "memory_gb": 16, "memory_bandwidth_gbps": 102.4, "tdp_watts": 25, "power_min_w": 10, "power_max_w": 40, "cooling_requirement": "active", "max_streams_practical": 12, "cost_usd": 999, "supported_runtimes": [ "tensorrt", "pytorch", "onnx" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": 1, "wide_temp_rated": false, "lifecycle_status": "current", "eol_estimate": 2030, "power_modes": [ { "id": "10w", "label": "10W (Power Save)" }, { "id": "15w", "label": "15W (Balanced)" }, { "id": "25w", "label": "25W (Max Performance)" } ] }, "jetson_agx_orin_32gb": { "label": "Jetson AGX Orin 32GB", "family": "nvidia", "category": "embedded_gpu", "tops_int8": 200, "memory_gb": 32, "memory_bandwidth_gbps": 204.8, "tdp_watts": 40, "power_min_w": 15, "power_max_w": 40, "cooling_requirement": "active", "max_streams_practical": 16, "cost_usd": 1999, "supported_runtimes": [ "tensorrt", "pytorch", "onnx" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": 2, "wide_temp_rated": false, "lifecycle_status": "current", "eol_estimate": 2031, "power_modes": [ { "id": "15w", "label": "15W (Low Power)" }, { "id": "30w", "label": "30W (Balanced)" }, { "id": "40w", "label": "40W (Max Performance)" } ] }, "jetson_agx_orin": { "label": "Jetson AGX Orin 64GB", "family": "nvidia", "category": "embedded_gpu", "tops_int8": 275, "memory_gb": 64, "memory_bandwidth_gbps": 204.8, "tdp_watts": 60, "power_min_w": 15, "power_max_w": 60, "cooling_requirement": "active", "max_streams_practical": 20, "cost_usd": 3618.78, "supported_runtimes": [ "tensorrt", "pytorch", "onnx" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": 2, "wide_temp_rated": false, "lifecycle_status": "current", "eol_estimate": 2031, "power_modes": [ { "id": "15w", "label": "15W (Low Power)" }, { "id": "30w", "label": "30W (Balanced)" }, { "id": "60w", "label": "60W (Max Performance)" } ] }, "jetson_thor_t5000": { "label": "Jetson Thor T5000", "family": "nvidia", "category": "embedded_gpu", "tops_int8": 2070, "memory_gb": 128, "memory_bandwidth_gbps": 273, "tdp_watts": 130, "power_min_w": 40, "power_max_w": 130, "cooling_requirement": "active", "max_streams_practical": 32, "cost_usd": 4999, "supported_runtimes": [ "tensorrt" ], "supported_precisions": [ "fp32", "fp16", "int8", "fp4" ], "nvdec_engines": null, "wide_temp_rated": false, "lifecycle_status": "upcoming", "eol_estimate": null, "power_modes": [ { "id": "40w", "label": "40W (Efficiency)" }, { "id": "130w", "label": "130W (Max Performance)" } ] }, "coral_tpu": { "label": "Google Coral Edge TPU", "family": "coral", "category": "ai_accelerator", "tops_int8": 4, "memory_gb": null, "memory_bandwidth_gbps": null, "tdp_watts": 2.5, "power_min_w": 2, "power_max_w": 2.5, "cooling_requirement": "passive", "max_streams_practical": 1, "cost_usd": 111, "supported_runtimes": [ "edge_tpu" ], "supported_precisions": [ "int8" ], "nvdec_engines": null, "wide_temp_rated": false, "lifecycle_status": "deprecated", "eol_estimate": 2026 }, "hailo_8": { "label": "Hailo-8", "family": "hailo", "category": "ai_accelerator", "tops_int8": 26, "memory_gb": null, "memory_bandwidth_gbps": null, "tdp_watts": 8.25, "power_min_w": 2.5, "power_max_w": 8.25, "cooling_requirement": "passive", "max_streams_practical": 4, "cost_usd": 117.99, "supported_runtimes": [ "hailo_sdk" ], "supported_precisions": [ "int8" ], "nvdec_engines": null, "wide_temp_rated": true, "lifecycle_status": "current", "eol_estimate": 2030 }, "hailo_8l": { "label": "Hailo-8L", "family": "hailo", "category": "ai_accelerator", "tops_int8": 13, "memory_gb": null, "memory_bandwidth_gbps": null, "tdp_watts": 1.5, "power_min_w": 1, "power_max_w": 1.5, "cooling_requirement": "passive", "max_streams_practical": 2, "cost_usd": 70, "supported_runtimes": [ "hailo_sdk" ], "supported_precisions": [ "int8" ], "nvdec_engines": null, "wide_temp_rated": true, "lifecycle_status": "current", "eol_estimate": 2030 }, "hailo_10h": { "label": "Hailo-10H", "family": "hailo", "category": "ai_accelerator", "tops_int8": 52, "memory_gb": null, "memory_bandwidth_gbps": null, "tdp_watts": 2.5, "power_min_w": 3, "power_max_w": 10, "cooling_requirement": "passive", "max_streams_practical": 8, "cost_usd": 130, "supported_runtimes": [ "hailo_sdk" ], "supported_precisions": [ "int8" ], "nvdec_engines": null, "wide_temp_rated": true, "lifecycle_status": "upcoming", "eol_estimate": null }, "rk3588_npu": { "label": "Rockchip RK3588 NPU", "family": "rockchip", "category": "low_cost_sbc", "tops_int8": 6, "memory_gb": null, "memory_bandwidth_gbps": null, "tdp_watts": 20, "power_min_w": 5, "power_max_w": 20, "cooling_requirement": "active", "max_streams_practical": 3, "cost_usd": 89.9, "supported_runtimes": [ "rknn" ], "supported_precisions": [ "fp16", "int8", "int4" ], "nvdec_engines": 1, "wide_temp_rated": false, "lifecycle_status": "current", "eol_estimate": 2028 }, "onlogic_factor201": { "label": "OnLogic Factor 201", "family": "nvidia", "category": "industrial_pc", "tops_int8": 40, "memory_gb": 8, "memory_bandwidth_gbps": 68, "tdp_watts": null, "power_min_w": 7, "power_max_w": 20, "cooling_requirement": "passive", "max_streams_practical": 4, "cost_usd": null, "supported_runtimes": [ "tensorrt", "pytorch", "onnx" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": 1, "wide_temp_rated": true, "lifecycle_status": "current", "eol_estimate": 2030, "notes": "Ruggedized industrial PC based on Jetson Orin Nano 8GB. IP65 chassis, -20\u00b0C to +60\u00b0C." }, "neousys_nuvo9531": { "label": "Neousys Nuvo-9531", "family": "intel", "category": "industrial_pc", "tops_int8": null, "memory_gb": 32, "memory_bandwidth_gbps": null, "tdp_watts": 65, "power_min_w": 15, "power_max_w": 65, "cooling_requirement": "passive", "max_streams_practical": 6, "cost_usd": 1800, "supported_runtimes": [ "openvino", "onnxruntime", "pytorch" ], "supported_precisions": [ "fp32", "fp16", "int8" ], "nvdec_engines": null, "wide_temp_rated": true, "lifecycle_status": "current", "eol_estimate": 2031, "notes": "Intel x86 fanless industrial PC. Software decode. Wide-temp -25\u00b0C to +60\u00b0C." } } }