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ASUS XA NB3I-E12 Review A Massive 8x NVIDIA B300 GPU Server

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ASUS XA NB3I-E12 Hardware Overview – Rear

Here is a quick look at the rear of the server without the fans and the CPU tray.

ASUS XA NB3I E12 Rear Components Removed 3
ASUS XA NB3I E12 Rear Components Removed 3

Again, with the fans removed, you can see the giant GPU heatsinks.

ASUS XA NB3I E12 Rear Components Removed NVIDIA HGX Baseboard And Heatsinks
ASUS XA NB3I E12 Rear Components Removed NVIDIA HGX Baseboard And Heatsinks

Here is what the giant GPU tray looks like going from the front OSFP cages to the NVIDIA Blackwell Ultra GPUs.

ASUS XA NB3I E12 NVIDIA HGX B300 8 GPU Tray
ASUS XA NB3I E12 NVIDIA HGX B300 8 GPU Tray

Here is a quick look through the bottom of the system.

ASUS XA NB3I E12 Rear Bottom Connectors
ASUS XA NB3I E12 Rear Bottom Connectors

We removed all of the fans and power supplies from the rear. That is fifteen fan modules and ten PSUs.

ASUS XA NB3I E12 Fans And PSUs Out
ASUS XA NB3I E12 Fans And PSUs Out

The fifteen fan modules have their own metal casings.

ASUS XA NB3I E12 Rear Fan Module
ASUS XA NB3I E12 Rear Fan Module

They are installed into the back of the big GPU tray.

ASUS XA NB3I E12 Rear Fans Installed
ASUS XA NB3I E12 Rear Fans Installed

On the bottom, installed into the CPU tray, are the ten 3.2kW Delta power supplies.

ASUS XA NB3I E12 Rear 3.2kW PSU
ASUS XA NB3I E12 Rear 3.2kW PSU

Here is a family photo with the huge set of power supplies.

ASUS XA NB3I E12 Rear Fans Installed PSUs Out
ASUS XA NB3I E12 Rear Fans Installed PSUs Out

Here they are installed.

ASUS XA NB3I E12 Rear PSUs Installed
ASUS XA NB3I E12 Rear PSUs Installed

With everything installed in the rear, here is what the system looks like.

ASUS XA NB3I E12 Rear Assembled Angle
ASUS XA NB3I E12 Rear Assembled Angle

Next, let us get to the block diagram.

5 COMMENTS

  1. Deepseek v4 Pro numbers would have been interesting to see on that beast.

    Also power per token would have been a very interesting benchmark to see, maybe one for future articles.

  2. I swear whenever I see one of these GPU servers, all I can think about is how heavy they must be fully loaded with GPU’s, heat sinks, power supplys and etc…
    My knees and back ache just thinking about it.

  3. @mashie – I think we did the testing for this before Deepseek V4 Pro was out.

    @MobileJAD – VERY HEAVY. “In the old days” I could solo lift the 80-100lb 8x GPU servers into a rack. Now, it takes 4 people to lift. A huge portion of the server is heatsink and steel.

  4. @Patrick Kennedy, how about measuring energy per token on the various platforms you try out going forward? Fast and power hungry Vs slow but efficient would be a very interesting metric for comparison.

  5. @MobileJAD: We use hydraulic scissor jack lift tables to rack these things up, like the guys in auto shops do to lift and drop engines and transmissions.

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