diff --git a/triton/ref/gpu.rst b/triton/ref/gpu.rst
index 1d3fdda61..91fe66979 100644
--- a/triton/ref/gpu.rst
+++ b/triton/ref/gpu.rst
@@ -7,6 +7,7 @@
    NVIDIA B300(*)       | ``b300``                               | ``288``                           | 10.3 (``103``)                                      | 16             | gpu[64-65]       | 8             | 18944                     | ``gpu-b300-288g-ellis``, ``gpu-b300-288g-short`` |
    NVIDIA H200(*)       | ``h200``                               | ``141``                           | 9.0 (``90``)                                        | 112            | gpu[50-63]       | 8             | 16896                     | ``gpu-h200-141g-ellis``, ``gpu-h200-141g-short`` |
    NVIDIA H200(**)      | ``h200_2g.35gb``                       | ``35``                            | 9.0 (``90``)                                        | 24             | gpu[49]          | 24            | 4224                      | ``gpu-h200-35g-ia-ellis``, ``gpu-h200-35g-ia``   |
+   NVIDIA :doc:`Grace-H200(+) </triton/usage/gracehopper>` | ``h200``                               | ``141``                           | 9.0 (``90``)                                        | 4              | gpuarm[1-2]      | 2             | 16896                     | ``gpu-grace-h200-141g``                          |
    NVIDIA H100          | ``h100``                               | ``80``                            | 9.0 (``90``)                                        | 16             | gpu[45-48]       | 4             | 16896                     | ``gpu-h100-80g``                                 |
    NVIDIA A100          | ``a100``                               | ``80``                            | 8.0 (``80``)                                        | 56             | gpu[11-17,38-44] | 4             | 7936                      | ``gpu-a100-80g``                                 |
    NVIDIA V100          | ``v100``                               | ``32``                            | 7.0 (``70``)                                        | 40             | gpu[28-37]       | 4             | 5120                      | ``gpu-v100-32g``                                 |
@@ -27,3 +28,5 @@ preempted if a job requiring the resources comes in from the Ellis queue.
 
 (**) These GPUs are split from a single GPU with NVIDIA's
 `Multi-Instance GPU <https://docs.nvidia.com/datacenter/tesla/mig-user-guide/index.html>`__-feature.
+
+(+) These computers have the Nvidia Grace CPU, an ARM based cpu. Normal software compiled for x86 does not run on these nodes. See :doc:`/triton/usage/gracehopper`.
diff --git a/triton/ref/hardware.rst b/triton/ref/hardware.rst
index 933ac7450..c5d4d1d42 100644
--- a/triton/ref/hardware.rst
+++ b/triton/ref/hardware.rst
@@ -21,3 +21,4 @@
    gpu[49]          | 1                 | Dell PowerEdge XE9680  | 2025    | emerald avx2 h200 hopper    | 2x32 core `Xeon® Platinum 8562Y+ <https://www.intel.com/content/www/us/en/products/sku/237558/intel-xeon-platinum-8562y-processor-60m-cache-2-80-ghz/specifications.html>`__   2.8GHz            | 2048GB DDR5-5600        | HDR | 8x `H200 SXM <https://www.nvidia.com/en-us/data-center/h200/>`__ each split to 3x35GB | 20 TB SSD
    gpu[50-63]       | 14                | Dell PowerEdge XE9680  | 2025    | emerald avx2 h200 hopper    | 2x32 core `Xeon® Platinum 8562Y+ <https://www.intel.com/content/www/us/en/products/sku/237558/intel-xeon-platinum-8562y-processor-60m-cache-2-80-ghz/specifications.html>`__   2.8GHz            | 2048GB DDR5-5600        | HDR | 8x `H200 SXM <https://www.nvidia.com/en-us/data-center/h200/>`__ 141GB | 20 TB SSD
    gpu[64-65]       | 2                 | Dell PowerEdge XE9780  | 2026    | granite avx2 b300 blackwell    | 2x64 core `Xeon® 6767P <https://www.intel.com/content/www/us/en/products/sku/241845/intel-xeon-6767p-processor-336m-cache-2-40-ghz/specifications.html>`__   2.4GHz            | 3072GB DDR5-6400        | NDR | 8x `B300 SXM6 AC <https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/>`__ 288GB | 28 TB SSD
+   gpuarm[1-2]      | 2                 | Supermicro ARS-221GL-NHIR  | 2026  | NVIDIA :doc:`grace h200 hopper </triton/usage/gracehopper>`    | 2x72 core `Grace A02 Neoverse-V2<https://www.nvidia.com/en-us/data-center/grace-cpu-superchip/>`__   3.4GHz            | 1318GB LPDDR5-6400        | NDR | 2x H200 `H200 SXM <https://www.nvidia.com/en-us/data-center/h200/>`__   144GB HBM3e| 21 TB SSD
diff --git a/triton/usage/gracehopper.rst b/triton/usage/gracehopper.rst
new file mode 100644
index 000000000..3cffda4a0
--- /dev/null
+++ b/triton/usage/gracehopper.rst
@@ -0,0 +1,13 @@
+Grace Hopper Super Chips
+========================
+
+
+Hardware in Triton
+------------------
+
+Triton has currently two compute nodes (gpuarm[1,2]) with the Grace-Hopper superchip.
+To gain access, please use the slurm partition: ``--partition gpu-grace-h200-141g``.
+
+Arm vs x86
+----------
+