NVIDIA Isaac Taps Generative AI for Manufacturing and Logistics

Bring your next-gen products to life with the world’s most powerful AI computers for energy-efficient autonomous machines. Powered by Generative AI at the edge, NVIDIA Metropolis and Isaac Platforms, Jetson offers scalable software, modern AI stack, flexible microservices and APIs, production-ready ROS packages and application-specific AI workflow at your fingertips. NVIDIA® Jetson Orin™ modules give you up to 275 trillion operations per second (TOPS) and 8X the performance of the last generation for multiple concurrent AI inference pipelines, plus high-speed interface support for multiple sensors. With seven different modules based on the same architecture–from the entry-level Jetson Orin Nano™ to the highest performance Jetson AGX Orin™—this is the ideal family for a new age of robotics.

Brilliant Performance–From Development to Production

Get to Market Faster With Production Jetson Orin Modules

Jetson Orin modules are powered by the same AI software and cloud-native workflows used across other NVIDIA platforms. They deliver the performance and power efficiency you need to build autonomous machines at the edge, while the powerful Jetson Software stack lets you bring your product to market faster.

Accelerate Application Development and Prototyping With Jetson Orin Developer Kits

Two developer kits are available to get you started developing and prototyping your next product. The compact Jetson AGX Orin Developer Kit offers maximum performance, but can also emulate any of the Jetson Orin modules. The Jetson Orin Nano Developer Kit is even smaller, and includes a reference carrier board compatible with all Orin NX and Orin Nano modules.

Buy Jetson Orin Developer Kits

NVIDIA Jetson Orin Developer Kits enable development of full-featured AI applications for products based on Jetson Orin modules.  

Jetson AGX Orin Developer Kit

The NVIDIA Jetson AGX Orin Developer Kit and all Jetson Orin modules share one System-on-Chip (SoC) architecture.This enables the developer kit to emulate any of the modules and makes it easy for you to start developing your next AI-powered product.

Jetson Orin Nano Developer Kit

The NVIDIA Jetson Orin Nano Developer Kit sets a new standard for creating entry-level AI-powered robots, smart drones, and intelligent cameras, It also simplifies the process of starting with the Jetson Orin Nano series.

Buy Jetson Orin Modules

NVIDIA Jetson Orin modules deliver accelerated computing capabilities at different performance levels and prices to suit a variety of autonomous applications.

Jetson AGX Orin Series

Jetson AGX Orin modules deliver up to 275 TOPS of AI performance with power configurable between 15W and 60W. This gives you up to 8X the performance of Jetson AGX Xavier in the same compact form factor. Jetson AGX Orin is available in 64GB ,32GB, and Industrial versions.

Jetson Orin NX Series

Jetson Orin NX modules deliver up to 100 TOPS of AI performance in the smallest Jetson form factor, with power configurable between 10W and 25W. This gives you up to 3X the performance of Jetson AGX Xavier and up to 5X the performance of Jetson Xavier NX. Jetson Orin NX is available in 16GB and 8GB versions.

Jetson Orin Nano Series

Jetson Orin Nano series modules deliver up to 40 TOPS of AI performance in the smallest Jetson form-factor, with power options between 7W and 15W. This gives you up to 80X the performance of NVIDIA Jetson Nano. Jetson Orin Nano is available in 8GB and 4GB versions.

View Jetson Orin Technical Specifications

  Jetson AGX Orin series Jetson Orin NX series Jetson Orin Nano series
Jetson AGX Orin Developer Kit Jetson AGX Orin 64GB Jetson AGX Orin Industrial Jetson AGX Orin 32GB Jetson Orin NX 16GB Jetson Orin NX 8GB Jetson Orin Nano Developer Kit Jetson Orin Nano 8GB Jetson Orin Nano 4GB
AI Performance 275 TOPS 248 TOPS 200 TOPS 100 TOPS 70 TOPS 40 TOPS 20 TOPS
GPU 2048-core NVIDIA Ampere architecture GPU with 64 Tensor Cores 1792-core NVIDIA Ampere architecture GPU with 56 Tensor Cores 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores 512-core NVIDIA Ampere architecture GPU with 16 Tensor Cores
GPU Max Frequency 1.3 GHz 1.2GHz 930MHz 918MHz 765MHz 625MHz
CPU 12-core Arm® Cortex®-A78AE v8.2 64-bit CPU
3MB L2 + 6MB L3
8-core Arm® Cortex®-A78AE v8.2 64-bit CPU 2MB L2 + 4MB L3 8-core Arm® Cortex®-A78AE v8.2 64-bit CPU
2MB L2 + 4MB L3
6-core Arm® Cortex®-A78AE v8.2 64-bit CPU
1.5MB L2 + 4MB L3
6-core Arm® Cortex®-A78AE v8.2 64-bit CPU
1.5MB L2 + 4MB L3
CPU Max Frequency 2.2 GHz 2.0 GHz 2.2 GHz 2 GHz 1.5 GHz
DL Accelerator 2x NVDLA v2 1x NVDLA v2 -
DLA Max Frequency 1.6GHz 1.4GHz 614MHz -
Vision Accelerator 1x PVA v2 -
Safety Cluster Engine - - -
Memory 64GB 256-bit LPDDR5
204.8GB/s
64GB 256-bit LPDDR5 (+ ECC)
204.8GB/s
32GB 256-bit LPDDR5
204.8GB/s
16GB 128-bit LPDDR5
102.4GB/s
8GB 128-bit LPDDR5
102.4GB/s
8GB 128-bit LPDDR5
68 GB/s
4GB 64-bit LPDDR5
34 GB/s
Storage 64GB eMMC 5.1 -
(Supports external NVMe)
-
(SD Card Slot & external NVMe via M.2 Key M)
-
(Supports external NVMe)
Video Encode 2x 4K60 (H.265)
4x 4K30 (H.265)
8x 1080p60 (H.265)
16x 1080p30 (H.265)
1x 4K60 (H.265)
3x 4K30 (H.265)
7x 1080p60 (H.265)
15x 1080p30 (H.265)
1x 4K60 (H.265)
3x 4K30 (H.265)
6x 1080p60 (H.265)
12x 1080p30 (H.265)

1080p30 supported by 1-2 CPU cores
Video Decode 1x 8K30 (H.265)
3x 4K60 (H.265)
7x 4K30 (H.265)
11x 1080p60 (H.265)
22x 1080p30 (H.265)
1x 8K30 (H.265)
3x 4K60 (H.265)
7x 4K30 (H.265)
11x 1080p60 (H.265)
23x 1080p30 (H.265)
1x 8K30 (H.265)
2x 4K60 (H.265)
4x 4K30 (H.265)
9x 1080p60 (H.265)
18x 1080p30 (H.265)
1x 4K60 (H.265)
2x 4K30 (H.265)
5x 1080p60 (H.265)
11x 1080p30 (H.265)
CSI Camera 16-lane MIPI CSI-2 connector
Up to 6 cameras (16 via virtual channels)
16 lanes MIPI CSI-2
D-PHY 2.1 (up to 40Gbps) | C-PHY 2.0 (up to 164Gbps)
Up to 4 cameras (8 via virtual channels***)
8 lanes MIPI CSI-2
D-PHY 2.1 (up to 20Gbps)
2x MIPI CSI-2 22-pin Camera Connectors
Up to 4 cameras (8 via virtual channels***)
8 lanes MIPI CSI-2
D-PHY 2.1 (up to 20Gbps)
PCIe* x16 PCIe slot supporting x8 PCIe Gen4
M.2 Key M slot with x4 PCIe Gen4
M.2 Key E slot with x1 PCIe Gen4
Up to 2 x8 + 1 x4 + 2 x1
(PCIe Gen4, Root Port, & Endpoint)
1 x4 + 3 x1
(PCIe Gen4, Root Port, & Endpoint)
M.2 Key M slot with x4 PCIe Gen3
M.2 Key M slot with x2 PCIe Gen3
M.2 Key E slot
1 x4 + 3 x1
(PCIe Gen3, Root Port, & Endpoint)
USB* USB Type-C connector: 2x USB 3.2 Gen2
USB Type-A connector: 2x USB 3.2 Gen2, 2x USB 3.2 Gen1
USB Micro-B connector: USB 2.0
3x USB 3.2 Gen2 (10 Gbps)
4x USB 2.0
3x USB 3.2 Gen2 (10 Gbps)
3x USB 2.0
USB Type-A Connector: 4x USB 3.2 Gen2
USB Type-C Connector for UFP
3x USB 3.2 Gen2 (10 Gbps)
3x USB 2.0
Networking* RJ45 connector with up to 10 GbE 1x GbE
1x 10GbE
1x GbE 1xGbE Connector 1x GbE
Display 1x DisplayPort 1.4a (+MST) connector 1x 8K60 multi-mode DP 1.4a (+MST)/eDP 1.4a/HDMI 2.1 1x 8K30 multi-mode DP 1.4a (+MST)/eDP 1.4a/HDMI 2.1 1x DisplayPort 1.2 (+MST) connector 1x 4K30 multi-mode DP 1.2 (+MST)/eDP 1.4/HDMI 1.4**
Other I/O 40-pin header (UART, SPI, I2S, I2C, CAN, PWM, DMIC, GPIO)
12-pin automation header
10-pin audio panel header
10-pin JTAG header
4-pin fan header
2-pin RTC batter backup connector
microSD slot
DC power jack
Power, Force Recovery, and Reset buttons
4x UART, 3x SPI, 4x I2S, 8x I2C, 2x CAN, PWM, DMIC & DSPK, GPIOs 3x UART, 2x SPI, 2x I2S, 4x I2C, 1x CAN, DMIC & DSPK, PWM, GPIOs 40-Pin Expansion Header(UART, SPI, I2S, I2C, GPIO)
12-pin button header
4-pin fan header
microSD Slot
DC power jack
3x UART, 2x SPI, 2x I2S, 4x I2C, 1x CAN, DMIC & DSPK, PWM, GPIOs
Power 15W - 60W 15W - 75W 15W - 40W 10W - 25W 10W - 20W 7W - 15W 7W - 10W
Mechanical 110mm x 110mm x 71.65mm
(Height includes feet, carrier board, module, and thermal solution)
100mm x 87mm
699-pin Molex Mirror Mezz Connector
Integrated Thermal Transfer Plate
69.6mm x 45mm
260-pin SO-DIMM connector

100 mm x 79 mmx 21 mm
(Height includes feet, carrier board, module, and thermal solution)
69.6mm x 45mm
260-pin SO-DIMM connector
View Full Specs

See the Jetson Orin compute performance comparison.

Watch Jetson Orin in Action

Getting Started With the Jetson Orin Nano Developer Kit

Getting Started With the Jetson AGX Orin Developer Kit

NVIDIA Jetson Orin-Powered AI Solutions

Jetson AGX Orin: Next-Level AI Robotics Performance

Jetson Resources

Support Resources

Get the resources and support you need to create innovative AI products.

Success Stories

See how  companies are using Jetson to accelerate  product development

Blogs & News

Get the latest news and stories on Jetson in action.

Jetson Forum

Discuss the latest applications and get help from other Jetson developers.

Learn more about Jetson Orin and how ecosystem partners and customers are tapping into the Jetson platform to bring powerful AI solutions to market.

NVIDIA Jetson Partner Ecosystem

The Jetson partner ecosystem offers a wide range of AI and system software, developer tools, and custom software development. A broad range of Jetson Orin systems and carrier boards are available, as well as peripherals such as sensors, cameras, connectivity modules (5G, 4G, Wi-Fi), and more.

Jetson Ruggedized Systems

Robotics and automation are increasingly being used in manufacturing, agriculture, construction, energy, government, and other industries. These applications often require extended temperature, shock, and vibration specifications to operate in harsh environments. The NVIDIA Jetson platform offers multiple options for rugged applications.


Take Designs to the Next Level With Jetson Orin

The entire family of NVIDIA Jetson Orin commercial modules are now available from retail partners worldwide.

Jetson AGX Xavier 64GB​
32 Dense INT8 TOPS​
10W to 30W
​ $1,299 (1KU+)​

Jetson AGX Xavier 32GB
32 Dense INT8 TOPS​
10W to 30W​
$899 (1KU+)

Jetson AGX Orin 64GB​
275 Sparse | 138 Dense INT8 TOPS
15W to 60W
$1,599 (1KU+)
Available now

Jetson AGX Orin 32GB
200 Sparse | 100 Dense INT8 TOPS
15W to 40W
$899 (1KU+)
Available now

Jetson Xavier NX 16GB
21 Dense INT8 TOPS​
10W to 20W​
$499 (1KU+)

Jetson Xavier NX 8GB​
21 Dense INT8 TOPS​
10W to 20W​
$399 (1KU+)

Jetson Orin NX 16GB
100 Sparse | 50 Dense, INT8 TOPS
10W to 25W
$599 (1KU+)
Available now

Jetson Orin NX 8GB
70 Sparse | 35 Dense, INT8 TOPS
10W to 20W
$399 (1KU+)
Available now

Jetson TX2 NX
1.3 TFLOPS Dense​
7W to 15W​
$149 (1KU+)

Jetson Orin Nano 8GB
40 Sparse | 20 Dense INT TOPS
7W to 15W
$299  (1KU+)
Available now

Jetson Nano
0.5 TFLOPS Dense​
5W to 10W​
$99 (1KU+)

Jetson Orin Nano 4GB
20 Sparse | 10 Dense, INT8 TOPS
7W to 10W
$199  (1KU+)
Available now

NVIDIA Software

Democratize edge AI and robotics development with the world's most comprehensive AI software stack and ecosystem, powered by Generative AI at the edge and the NVIDIA Metropolis and Isaac Platforms. NVIDIA JetPack, Metropolis, Isaac ROS, and AI workflows enable seamless integration of cutting-edge technologies into your products, eliminating the need for costly internal AI resources. Experience end-to-end acceleration for AI applications and expedite your time to market using the same powerful technologies that drive data center and cloud deployments.

Jetson Generative AI Lab

The Jetson Generative AI Lab is your gateway to bringing Generative AI to the world. Explore tutorials on text generation, text + vision models, image generation, and distillation techniques. Access resources to run these models on  NVIDIA Jetson Orin. Experience real-time performance with vision LLMs and the latest one-shot ViT's. Deploy game-changing capabilities locally. Join the generative AI revolution and start today.

Pretrained Models

Many AI applications have common needs: classification, object detection, language translation, text-to-speech, recommender engines, sentiment analysis, and more. Pretrained models from the NVIDIA NGC™ catalog are performance-optimized and ready to be fine-tuned with the NVIDIA TAO Toolkit and customer datasets, reducing time and cost for production of AI software development. 

NVIDIA Platforms for Robotics, AI Speech, and Smart Cities

NVIDIA software platforms—including NVIDIA Isaac™ for robotics, Riva for AI speech, and Metropolis for video analytics —are available to speed vertical-specific applications.

NVIDIA Isaac Platform for Robotics

Demand for intelligent robots is growing as more industries embrace automation to address supply chain challenges and labor force shortages. Innovators across manufacturing, retail, agriculture, logistics, warehouses, delivery, and healthcare are using the NVIDIA Isaac platform to accelerate their robotics development, simulation, and deployment.

NVIDIA Riva for Speech AI Applications

NVIDIA Riva is a fully accelerated SDK for building multimodal conversational AI applications using an end-to-end deep-learning pipeline. The Riva SDK includes pretrained conversational AI models, the NVIDIA TAO Toolkit, and optimized skills for speech, vision, and natural language processing (NLP) tasks.

Metropolis APIs and Microservices for Jetson Edge AI

Tap into a powerful collection of Metropolis APIs and microservices specifically built to fast-track development and deployment of vision AI applications on the NVIDIA Jetson edge-AI platform.

Jetson Orin Compute Comparison

Jetson AGX Orin series Jetson Orin NX series Jetson Orin Nano series
Jetson AGX Orin Developer Kit Jetson AGX Orin 64GB Jetson AGX Orin Industrial Jetson AGX Orin 32GB Jetson Orin NX 16GB Jetson Orin NX 8GB Jetson Orin Nano Developer Kit Jetson Orin Nano 8GB Jetson Orin Nano 4GB
Overall AI Performance 275 SPARSE INT8 TOPS 248 SPARSE INT8 TOPs 200 SPARSE INT8 TOPS 100 SPARSE INT8TOPS 70 SPARSE INT8 TOPS 40 SPARSE INT8 TOPS 20 SPARSE INT8 TOPS
GPU Tensor Core INT8 Performance 170 SPARSE INT8 TOPs | 85 DENSE INT8 TOPs 156 SPARSE INT8 TOPs | 78 DENSE INT8 TOPs 108 SPARSE INT8 TOPs | 54 DENSE INT8 TOPs 60 SPARSE INT8 TOPs | 30 DENSE INT8 TOPs 50 SPARSE INT8 TOPs | 25 DENSE INT8 TOPs 40 SPARSE INT8 TOPs 20 DENSE INT8 TOPs 20 SPARSE INT8 TOPs 10 DENSE INT8 TOPs
GPU Tensor Core FP16 Performance 85 SPARSE FP16 TFLOPs | 43 DENSE FP16 TFLOPs 78 SPARSE FP16 TFLOPs | 39 DENSE FP16 TFLOPs 54 SPARSE FP16 TFLOPs | 27 DENSE FP16 TFLOPs 30 SPARSE FP16 TFLOPs | 15 DENSE FP16 TFLOPs 25 SPARSE FP16 TFLOPs | 13 DENSE FP16 TFLOPs 20 SPARSE FP16 TFLOPs 10 DENSE FP16 TFLOPs 10 SPARSE FP16 TFLOPs 5 DENSE FP16 TFLOPs
DLA INT8 Performance 105 SPARSE INT8 TOPs | 52.5 DENSE INT8 TOPs 92 SPARSE INT8 TOPs | 46 DENSE INT8 TOPs 92 SPARSE INT8 TOPs | 46 DENSE INT8 TOPs 40 SPARSE INT8 TOPs | 20 DENSE INT8 TOPs 20 SPARSE INT8 TOPs | 10 DENSE INT8 TOPs ~ ~
GPU CUDA Core Performance 5.3 FP32 TFLOPs | 10.6 FP16 TFLOPs 4.8 FP32 TFLOPs | 9.6 FP16 TFLOPs 3.8 FP32 TFLOPs | 7.6 FP16 TFLOPs 1.9 FP32 TFLOPs | 3.8 FP16 TFLOPs 1.6 FP32 TFLOPs | 3.1 FP16 TFLOPs 1.3 FP32 TFLOPs 2.6 FP16 TFLOPs .6 FP32 TFLOPs 1.3 FP16 TFLOPs

Jetson AGX Orin Industrial and Commercial Features

Jetson AGX Orin Commercial Jetson AGX Orin Industrial
Mechanical Shock Non-Operational: 140G, 2 ms Non-Operational: 140G, 2 ms
Operational 50G, 11 ms
Vibration Non-Operational: 3G Non-Operational: 3G
Operational: 5G
Temperature -25°C - 80°C at TTP Surface -40°C - 85°C at TTP Surface
Humidity 85°C, 85% RH, 168 hours : 85°C / 85% RH, 1000 hours, Power ON
Temperature Endurance -20°C, 24 hours
45°C, 168 hours
(operational)
-40°C, 72 hours
85°C, 1000 hours
(operational)
ECC N/A Inline DRAM ECC Supported
Underfill N/A SoC Corner Bonding & Component Underfill
Operating Lifetime 5 Years 10 Years