Edge AI Database
Every edge AI device I track in one table. 63 boards, modules, and accelerator sticks across 29 brands, compared on TOPS, memory, power draw, and price. Click any name for full specs and what it can run.
63
Devices Tracked
29
Brands
2070
Peak TOPS
29
Run at 5W or Less
How to read this table
Edge devices live and die on performance per watt, not raw TOPS. A Jetson AGX Orin and a Hailo-8 module solve very different problems: one is a full Linux computer that can run a 7B language model, the other is a 2.5W accelerator that makes an existing camera pipeline fast. That is why every row carries the TOPS figure, the memory it ships with, the real power envelope, and the form factor, so you can match the silicon to the enclosure and power budget you actually have.
Prices here are typical street prices, and each row links to a full spec sheet with validated workloads. The Amazon links are tagged affiliate links; using them costs you nothing and helps fund the testing.
Showing 63 of 63
| Memory | Form Factor | Buy | ||||
|---|---|---|---|---|---|---|
Jetson AGX Thor NVIDIA | 2070 | 128GB LPDDR5X | 130W | Dev Board | $3,499 | Amazon |
| 2070 | 128GB LPDDR5X (with Jetson T5000 module) | 130W | Dev Board | TBD | Amazon | |
Jetson Thor T3000 NVIDIA | 865 | 32GB LPDDR5X | 70W | Standalone | TBD | Amazon |
Jetson Thor T2000 NVIDIA | 400 | 16GB LPDDR5X | 40W | Standalone | TBD | Amazon |
Jetson AGX Orin NVIDIA | 275 | 64GB LPDDR5 | 60W | Dev Board | $1,999 | Amazon |
NVIDIA IGX Orin NVIDIA | 275 | 64GB LPDDR5 | 65W | Standalone | $8,999 | Amazon |
Axelera Metis M.2 Axelera | 214 | 1GB LPDDR4x | 12W | HAT / Module | $149 | Amazon |
Jetson AGX Orin 32GB NVIDIA | 200 | 32GB LPDDR5 | 40W | Dev Board | $1,599 | Amazon |
Jetson Orin NX 16GB NVIDIA | 100 | 16GB LPDDR5 | 25W | Standalone | $699 | Amazon |
| 100 | 16GB LPDDR5 | 25W | Standalone | $799 | Amazon | |
Renesas RZ/V2H Renesas | 80 | 4GB LPDDR4 | 10W | Dev Board | $299 | Amazon |
Jetson Orin NX 8GB NVIDIA | 70 | 8GB LPDDR5 | 20W | Standalone | $499 | Amazon |
| 67 | 8GB LPDDR5 | 25W | Dev Board | $249 | Amazon | |
SiMa.ai MLSoC Davinci SiMa.ai | 50 | 4GB LPDDR4x | 6W | Dev Board | $399 | Amazon |
Jetson Orin Nano 8GB NVIDIA | 40 | 8GB LPDDR5 | 15W | Dev Board | $499 | Amazon |
Kinara Ara-2 Kinara | 40 | N/A (host-shared) | 5W | HAT / Module | $129 | Amazon |
Bitmain Sophon BM1684X Bitmain | 32 | 16GB LPDDR4X | 16W | Dev Board | $599 | Amazon |
Expedera Origin (IP) Expedera | 32 | N/A (IP block) | 2W | HAT / Module | TBD | Amazon |
Hailo-8 M.2 Module Hailo | 26 | N/A | 2.5W | HAT / Module | $249 | Amazon |
Jetson Xavier NX NVIDIA | 21 | 8GB LPDDR4x | 15W | Standalone | $399 | Amazon |
Jetson Orin Nano 4GB NVIDIA | 20 | 4GB LPDDR5 | 10W | Standalone | $299 | Amazon |
Hailo-15H Hailo | 20 | N/A (host LPDDR4) | 4W | Standalone | $199 | Amazon |
Bitmain Sophon SE7 Bitmain | 17.6 | 16GB LPDDR4X | 18W | Standalone | $599 | Amazon |
Khadas Edge2 Khadas | 16 | 16GB LPDDR5 | 8W | Standalone | $199 | Amazon |
Blaize Pathfinder P1600 Blaize | 16 | 16GB LPDDR4 | 7W | HAT / Module | $399 | Amazon |
Qualcomm RB3 Gen 2 Qualcomm | 15 | 8GB LPDDR5 | 15W | Dev Board | $149 | Amazon |
Raspberry Pi AI HAT+ Raspberry Pi | 13 | N/A (Hailo-8L) | 5W | HAT / Module | $48 | Amazon |
Hailo-8L Entry Level Hailo | 13 | N/A | 1.5W | HAT / Module | $149 | Amazon |
Huawei Atlas 200I DK A2 Huawei | 8 | 8GB LPDDR4X | 12W | Dev Board | $199 | Amazon |
BeagleBone AI-64 BeagleBoard | 8 | 4GB LPDDR4 | 7W | Dev Board | $199 | Amazon |
Synaptics Astra SL1680 Synaptics | 7.9 | 4GB LPDDR4 | 4W | Dev Board | $299 | Amazon |
Firefly ROC-RK3588S-PC Firefly | 6 | 8GB LPDDR5 | 10W | Standalone | $149 | Amazon |
MemryX MX3 MemryX | 6 | 10MB (on-chip) | 1W | HAT / Module | $149 | Amazon |
Radxa ROCK 5B+ Radxa | 6 | 32GB LPDDR5 | 12W | Standalone | $199 | Amazon |
Orange Pi 5 Plus Orange Pi | 6 | 32GB LPDDR4X | 12W | Standalone | $189 | Amazon |
Firefly ITX-3588J Firefly | 6 | 32GB LPDDR4X | 12W | Standalone | $399 | Amazon |
| 5 | N/A | 2W | USB Stick | $149 | Amazon | |
MediaTek Genio 720 MediaTek | 5 | 8GB LPDDR4X | 6W | Dev Board | $199 | Amazon |
Coral TPU USB Accelerator Google Coral | 4 | N/A | 2.5W | USB Stick | $59 | Amazon |
Coral Dev Board Mini Google Coral | 4 | 1GB LPDDR4 | 5W | Dev Board | $99 | Amazon |
Coral Dev Board Google Coral | 4 | 1GB LPDDR4 | 5W | Dev Board | $129 | Amazon |
Coral Mini PCIe Accelerator Google Coral | 4 | N/A | 3W | HAT / Module | $89 | Amazon |
Coral M.2 Accelerator A+E Google Coral | 4 | N/A | 3W | HAT / Module | $79 | Amazon |
Coral M.2 Accelerator B+M Google Coral | 4 | N/A | 3W | HAT / Module | $79 | Amazon |
Luxonis OAK-D Luxonis | 4 | N/A | 5W | Dev Board | $199 | Amazon |
Luxonis OAK-D Lite Luxonis | 4 | N/A | 4W | Dev Board | $99 | Amazon |
Coral Dev Board Micro Google Coral | 4 | 64MB RAM | 1W | Dev Board | $79 | Amazon |
Khadas VIM4 Khadas | 3.2 | 8GB LPDDR4X | 8W | Standalone | $199 | Amazon |
NXP i.MX 95 NXP | 2 | 8GB LPDDR5 | 5W | Dev Board | $349 | Amazon |
Toradex Verdin AM62A Toradex | 2 | 2GB LPDDR4 | 5W | Standalone | $159 | Amazon |
Sipeed MaixSense R329 Sipeed | 1.4 | 256MB DDR3 | 1.5W | Dev Board | $39 | Amazon |
| 1 | N/A | 1W | USB Stick | $99 | Amazon | |
Jetson Nano 4GB NVIDIA | 0.5 | 4GB LPDDR4 | 10W | Dev Board | $149 | Amazon |
Arduino Nicla Vision Arduino | 0.5 | N/A | 1W | Standalone | $95 | Amazon |
Sipeed Maix Bit (K210) Sipeed | 0.5 | 8MB SRAM | 0.5W | Dev Board | $18 | Amazon |
Espressif ESP32-S3-DevKitC-1 Espressif | 0.1 | 8MB PSRAM | 0.5W | Dev Board | $10 | Amazon |
Raspberry Pi 5 (8GB) Raspberry Pi | 0 | 8GB LPDDR4X | 15W | Standalone | $80 | Amazon |
Raspberry Pi 5 (4GB) Raspberry Pi | 0 | 4GB LPDDR4X | 12W | Standalone | $60 | Amazon |
Raspberry Pi 4 (8GB) Raspberry Pi | 0 | 8GB LPDDR4 | 8W | Standalone | $75 | Amazon |
Raspberry Pi Zero 2 W Raspberry Pi | 0 | 512MB LPDDR2 | 3W | Standalone | $15 | Amazon |
Arduino Portenta H7 Arduino | 0 | 8MB SDRAM | 2W | Dev Board | $89 | Amazon |
Arduino Nano 33 BLE Sense Arduino | 0 | 256KB SRAM | 0.5W | Standalone | $33 | Amazon |
Raspberry Pi Pico 2 Raspberry Pi | 0 | 520KB SRAM | 0.3W | Standalone | $5 | Amazon |
NVIDIADev Board
Jetson AGX Thor128GB LPDDR5X130W · 40W–130W
Full specs$3,499
Check Price on AmazonSeeedDev Board
Seeed Studio J601 Carrier Board (Jetson T5000)128GB LPDDR5X (with Jetson T5000 module)130W · 40W–130W (module dependent)
Full specsTBD
Check Price on AmazonNVIDIAStandalone
Jetson Thor T300032GB LPDDR5X70W · Up to 70W
Full specsTBD
Check Price on AmazonNVIDIAStandalone
Jetson Thor T200016GB LPDDR5X40W · Up to 40W
Full specsTBD
Check Price on AmazonNVIDIAStandalone
NVIDIA IGX Orin64GB LPDDR565W · 40W–65W
Full specs$8,999
Check Price on AmazonAxeleraHAT / Module
Axelera Metis M.21GB LPDDR4x12W · 10W–12W
Full specs$149
Check Price on AmazonNVIDIADev Board
Jetson AGX Orin 32GB32GB LPDDR540W · 15W–40W
Full specs$1,599
Check Price on AmazonNVIDIAStandalone
Jetson Orin NX 16GB16GB LPDDR525W · 10W–25W
Full specs$699
Check Price on AmazonSeeedStandalone
Seeed reComputer J4012 (Orin NX 16GB)16GB LPDDR525W · 10W–25W
Full specs$799
Check Price on AmazonNVIDIADev Board
Jetson Orin Nano Super Dev Kit8GB LPDDR525W · 7W–25W
Full specs$249
Check Price on AmazonSiMa.aiDev Board
SiMa.ai MLSoC Davinci4GB LPDDR4x6W · 5W–6W
Full specs$399
Check Price on AmazonBitmainDev Board
Bitmain Sophon BM1684X16GB LPDDR4X16W · 12W–16W
Full specs$599
Check Price on AmazonExpederaHAT / Module
Expedera Origin (IP)N/A (IP block)2W · 1W–2W
Full specsTBD
Check Price on AmazonNVIDIAStandalone
Jetson Orin Nano 4GB4GB LPDDR510W · 5W–10W
Full specs$299
Check Price on AmazonBitmainStandalone
Bitmain Sophon SE716GB LPDDR4X18W · 12W–18W
Full specs$599
Check Price on AmazonBlaizeHAT / Module
Blaize Pathfinder P160016GB LPDDR47W · 5W–7W
Full specs$399
Check Price on AmazonRaspberry PiHAT / Module
Raspberry Pi AI HAT+N/A (Hailo-8L)5W · 5W
Full specs$48
Check Price on AmazonHuaweiDev Board
Huawei Atlas 200I DK A28GB LPDDR4X12W · 8W–12W
Full specs$199
Check Price on AmazonSynapticsDev Board
Synaptics Astra SL16804GB LPDDR44W · 2W–4W
Full specs$299
Check Price on AmazonFireflyStandalone
Firefly ROC-RK3588S-PC8GB LPDDR510W · 5W–10W
Full specs$149
Check Price on AmazonOrange PiStandalone
Orange Pi 5 Plus32GB LPDDR4X12W · 5W–12W
Full specs$189
Check Price on AmazonGoogle CoralUSB Stick
Coral TPU USB AcceleratorN/A2.5W · 2.5W
Full specs$59
Check Price on AmazonGoogle CoralDev Board
Coral Dev Board Mini1GB LPDDR45W · 2.5W–5W
Full specs$99
Check Price on AmazonGoogle CoralHAT / Module
Coral Mini PCIe AcceleratorN/A3W · 3W
Full specs$89
Check Price on AmazonGoogle CoralDev Board
Coral Dev Board Micro64MB RAM1W · 0.5W–1W
Full specs$79
Check Price on AmazonSipeedDev Board
Sipeed MaixSense R329256MB DDR31.5W · 1W–1.5W
Full specs$39
Check Price on AmazonSipeedDev Board
Sipeed Maix Bit (K210)8MB SRAM0.5W · 0.3W–0.5W
Full specs$18
Check Price on AmazonEspressifDev Board
Espressif ESP32-S3-DevKitC-18MB PSRAM0.5W · 0.1W–0.5W
Full specs$10
Check Price on AmazonRaspberry PiStandalone
Raspberry Pi 5 (8GB)8GB LPDDR4X15W · 5W–15W
Full specs$80
Check Price on AmazonRaspberry PiStandalone
Raspberry Pi 5 (4GB)4GB LPDDR4X12W · 5W–12W
Full specs$60
Check Price on AmazonRaspberry PiStandalone
Raspberry Pi 4 (8GB)8GB LPDDR48W · 3.4W–8W
Full specs$75
Check Price on AmazonRaspberry PiStandalone
Raspberry Pi Zero 2 W512MB LPDDR23W · 0.5W–3W
Full specs$15
Check Price on AmazonArduinoStandalone
Arduino Nano 33 BLE Sense256KB SRAM0.5W · 0.1W–0.5W
Full specs$33
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