Upcoming Jetson Orin Nano 2 boosts edge AI performance to 78 TOPS
Aug 25, 2026 — by Giorgio Mendoza 478 views
NVIDIA has announced the Jetson Orin Nano 2, an updated edge AI platform aimed at robotics, drones, machine vision, and other embedded AI applications. The new module provides up to 78 TOPS of AI performance, 8GB of memory, and an 8-core Arm CPU while retaining the compact form factor of the previous Jetson Orin Nano generation.
The Jetson Orin Nano 2 uses an NVIDIA Ampere architecture GPU with updated Tensor Cores and a higher-bandwidth memory subsystem. It includes 8GB of LPDDR5X memory with up to 120GB/s of bandwidth, while the CPU is based on eight Arm Cortex-A78 cores.
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According to NVIDIA, the new platform can deliver up to twice the inference performance of the Jetson Orin Nano Super. The company attributes the increase to improvements in Tensor Core performance and memory bandwidth rather than a corresponding doubling of the headline TOPS figure.

Jetson Orin Nano 2 application banner
Power efficiency has also been improved. NVIDIA states that in a 15W operating mode, Jetson Orin Nano 2 can deliver the same level of performance as its predecessor while using about 40% less power. The module supports a power envelope of up to 40W, allowing developers to select operating modes based on workload and thermal requirements.
The platform is intended for applications such as autonomous robots, delivery and inspection drones, and embedded vision systems where AI inference needs to run locally. NVIDIA is also positioning the device for generative AI workloads at the edge, including language and vision-language models.
Jetson Orin Nano 2 works with NVIDIA’s existing Jetson software stack and Jetson agent skills. NVIDIA lists models such as Cosmos, Nemotron, Gemma 4, and Qwen 3 among those that can be used with the platform for memory-efficient edge inference.

NVIDIA logo
Several companies are already evaluating or adopting the new module. Matic plans to use Jetson Orin Nano 2 in home cleaning robots for workloads including mapping, semantic understanding, gesture detection, and conversational interfaces. Alphabet subsidiary Wing, which currently uses Jetson Orin Nano Super in its delivery drones, also plans to evaluate the new platform for onboard perception and reasoning.
Hardware vendors including AAEON, ADLINK, Advantech, Aetina, Antmicro, Auvidea, AVerMedia, Connect Tech, ForeCR, RidgeRun, and Seeed Studio are also preparing carrier boards, complete systems, software, and reference designs for the new module.
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Thats great and all but the Jetson orin nano super is stuck on Ubuntu 22.04, they have been saying a jetpack upgrade is coming, since last year, recently june/july 2026, now august 2026. I wonder what Ubuntu this is going to support? I’m glad I returned the one I bought last year, it is just a glorified raspberry pi. Unfortunately Nvidia provides poor support for their products and this is a great example.
Actually, Jetpack 7.2 (with CUDA 13) is available for the Orin Nano Super since June, 4th and it’s based upon Ubuntu 24.04 and kernel v6.8… now we have Jetpack 7.2.1
So we are using failed chips from Switch 2 or updates done for Samsung nodes?