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Edge AI Platforms — Specs, Sizing & Deployment Fit

Last updated: August 2026

The platforms EdgeAIStack covers in depth — Jetson modules, Hailo accelerators, Coral, RK3588, and industrial x86 — with hedged mid-2026 pricing, planning capacity estimates, and honest decision guidance. Compute and power are manufacturer specifications; capacity figures are EdgeAIStack planning estimates, not guarantees.

All 14 Platforms

PlatformBest fitComputePowerEst. planning capacityIndicative price
Jetson Orin Nano SuperFlexible entry Jetson67 TOPS10–25W~6 streams~$399
Jetson Orin Nano 8GBEntry CUDA development40 TOPS7–15W~4 streams~$399
Jetson Orin NX 16GBMulti-camera production157 TOPS10–40W~12 streams~$999
Jetson Orin NX 8GBMulti-node 4K building block117 TOPS10–40W~8 streams~$649
Jetson AGX Orin 64GBHigh-density pipelines275 TOPS15–60W~20 streams~$2,999
Jetson AGX Orin 32GBHigh-capacity mid-tier node200 TOPS15–40W~16 streams~$1,799
Jetson AGX Thor T5000Generative AI & very high density2,070 FP4 TFLOPS40–130W~32 streams~$4,999
Jetson Thor T4000Thor generation, lower envelope~1,200 FP4 TFLOPS40–70W—~$2,999
Hailo-8Efficient dedicated inference26 TOPS2.5–8.25W~4 streams~$200
Hailo-8LLowest-power detection13 TOPS1–1.5W~2 streams~$70
Hailo-10HHigher-capacity M.2 accelerator20 TOPS1–5W~8 streams~$130
Google Coral Edge TPULegacy ultra-low-power classification4 TOPS2–2.5W~1 stream~$60
Rockchip RK3588Budget Linux SBC6 TOPS5–20W~3 streams~$149
Neousys Nuvo-9531Fanless industrial x86 host13 TOPS25–120W~8 streams~$1,800

Prices are indicative list/street pricing as of mid-2026, not quotes. Capacity assumes YOLO-class 1080p detection at ~15 FPS — validate with the Hardware Selector.

All Platforms
REFERENCE TABLE
Jetson power modes by module & JetPack
Every nvpmodel preset with mode ID, budget, clocks and NVIDIA source · Super flash configuration · Thor per JetPack
View table
NVIDIA
Jetson Orin Nano Super
67 INT8 TOPS · 10–25 W · ~6 streams (est.) · ~$399 dev kit
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NVIDIA
Jetson Orin Nano 8GB
40 INT8 TOPS · 7–15 W · ~4 streams (est.) · ~$399 module
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NVIDIA
Jetson Orin NX 16GB
157 INT8 TOPS · 10–40 W · ~12 streams (est.) · ~$999 module
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NVIDIA
Jetson AGX Orin 64GB
275 INT8 TOPS · 15–60 W · ~20 streams (est.) · ~$2,999 module
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NVIDIA
Jetson AGX Thor T5000
2,070 TOPS (FP4) · 40–130 W · ~32 streams (est.) · ~$4,999 module
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NVIDIA
Jetson T4000
~1200 FP4 TFLOPs · 64 GB memory · 40–70 W · ~$2,999 module
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Hailo
Hailo-8
26 TOPS · 2.5–8.25 W · ~4 streams (est.) · ~$200 module
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Hailo
Hailo-8L
13 TOPS · 1–1.5 W · ~2 streams (est.) · ~$70 (Pi AI Kit)
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Hailo
Hailo-10H
20 TOPS · 1–5 W · ~8 streams (est.) · ~$130 module
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Google
Google Coral Edge TPU
4 TOPS (INT8) · 2–2.5 W · ~1 stream (est.) · ~$60
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Rockchip
Rockchip RK3588
6 TOPS NPU · 5–20 W · ~3 streams (est.) · ~$149 board
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