Edge AI Computing Devices
Edge AI devices are AI processors deployed at the field level (robots, factories, vehicles). They run AI inference in power-constrained environments with no data center connectivity. NVIDIA Jetson is the leader in this space.
NVIDIA Jetson Full Series Comparison
| Series | Representative Model | AI Compute | GPU Architecture | Memory | Power | Best For |
|---|
| Jetson Orin Nano 8GB Super | Orin Nano 8GB | 67 TOPS | Ampere | 8GB LPDDR5 | 7-25W | Entry edge |
| Jetson Orin NX 8GB | Orin NX 8GB | 117 TOPS | Ampere | 8GB LPDDR5 | 10-25W | Compact edge |
| Jetson Orin NX 16GB | Orin NX 16GB | 157 TOPS | Ampere | 16GB LPDDR5 | 10-25W | Medium edge |
| Jetson AGX Orin 32GB | AGX Orin 32GB | 200 TOPS | Ampere | 32GB LPDDR5 | 15-60W | High-perf edge |
| Jetson AGX Orin 64GB | AGX Orin 64GB | 275 TOPS | Ampere | 64GB LPDDR5 | 15-60W | Premium edge |
| Jetson T4000 (Thor) | AGX Thor T4000 | 1,200 FP4 TFLOPS | Blackwell | 64GB LPDDR5X | 40-70W | Next gen |
| Jetson T5000 (Thor) | AGX Thor T5000 | 2,070 FP4 TFLOPS | Blackwell | 128GB LPDDR5X | 40-130W | Humanoid robots |
Jetson Orin vs Thor
| Metric | AGX Orin 64GB | AGX Thor T5000 | Improvement |
|---|
| AI compute | 275 TOPS (INT8) | 2,070 FP4 TFLOPS | 7.5× |
| Memory | 64 GB LPDDR5 | 128 GB LPDDR5X | 2× |
| Bandwidth | 204.8 GB/s | 273 GB/s | 1.3× |
| GPU architecture | Ampere | Blackwell | New gen |
| Power | 15-60W | 40-130W | Slightly higher |
| LLM inference | 7B-13B | 70B+ | Breakthrough |
Key Features
Jetson Orin
- Complete CUDA ecosystem: Same software stack as server GPUs
- NVDLA + PVA: Auxiliary deep learning and vision acceleration
- JetPack SDK: Unified development platform
- Orin Nano Super: Software upgrade, 40 → 67 TOPS
Jetson Thor (2025)
- Blackwell edge: Same generation as data center
- 128GB memory: 70B+ LLM fits on a single device
- Holoscan Sensor Bridge: Real-time multi-sensor fusion
- Humanoid robot dedicated: Isaac GR00T
Selection Guide
By Application
- Humanoid robots / autonomous mobile robots: Jetson Thor T5000
- Industrial vision: Jetson AGX Orin / Orin NX
- Smart cameras: Jetson Orin Nano
- Drones / edge AI: Jetson Orin NX
- Entry embedded: Jetson Orin Nano 8GB
By Budget
- $249: Jetson Orin Nano 8GB Super Developer Kit
- $1,000+: Jetson AGX Orin 64GB
- $3,000+: Jetson AGX Thor T5000 Developer Kit
Detailed Product Pages