Want Energy Efficiency? Dude, You’re Getting A Dell!

August 8, 2026 by Tyler August 7 Comments

With a title like “Intel Just Matched Apple Silicon. Seriously.“, the latest video from [Jeff Geerling] makes some pretty bold claims. But as we’d expect from [Jeff], he’s got the benchmarks up on GitHub for both the MacBook Neo and Dell’s latest XPS 13 to back it up.

We’ve embedded the full video below, which has [Jeff]’s comparative review of the two laptops. The Mac wins on iGPU, sound, and not shipping Windows, while the Dell gets points for being able to load Linux and having a backlit keyboard. But the figure we were hoping to see is the efficiency. After all, it’s ARM’s ability to crank out gigaflops on fewer watts that won them the mobile market and got Apple interested in that architecture in the first place. If Intel is catching up, that’s news.

On [Jeff]’s version of the Top500 benchmark — the same HPL Linpak test used for Supercomputers — the MacBook cranked out 57.012 Gflops at 10.6W, for 5.38 Gflops/W while the Dell managed 127.91 Gflops at 20.6W, for 6.21 Gflops/W. That’s just astounding, considering the historical data all goes the other way. This Dell also beats out both M4 and M3 Mac Studios, only failing to the M4 Mac Mini at 7.57 Gflops/W. Even when not crunching big numbers, say at idle or web browsing, the XPS matches the MacBook sip for sip in energy efficiency.

Some people have been saying for a few years now that ARM’s observed advantages in power consumption have more to do with the chips themselves than the instruction architecture, and it looks like the Core 5 320 chip in this Dell proves them right when it comes to x86.

While you might think you need to code in Assembly or C to maximize those efficiency gains, your choice of language may not be as important as you think.

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Block, Shmock — Just Pump Water Over The Chip

August 7, 2026 by Tyler August 7 Comments

If you’re water cooling a PC, it’s generally accepted that you need some interface between the coolant and the chips — a water block of copper or aluminum that carries the heat-removing fluid. What if you just…didn’t? That’s what [TrashBench] asked with his direct water cooling experiment. Instead of integrated pump or copper water block, he just epoxied a 3D printed pipe fitting onto his bare GPU and CPU.

The results are interesting: while the directly-cooled GPU outperforms the professional system by a decent margin, the same technique fails when applied to the CPU. It also leaks and nearly ruins his hardware, but those are the risks you take when doing mad science, and it’s nothing more epoxy can’t fix. In any case, the fact that directly exposing chips to liquid can cool them down isn’t exactly a revelation. People have been dunking computers in oil for years, but the fact that he sees such a difference between CPU and GPU is quite interesting. [TrashBench] has his own theory in the video, but what do you think is going on here?

In any case, if he continues his direct cooling experiments he’s still going to need a radiator, and if we may be so bold, we would like to recommend a giant metal snake.

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Wrist Welcomes Wii Nunchuk As Gloriously Ergonomic Macropad

August 7, 2026 by Donald Papp 4 Comments

[John Dingley] spends a lot of time editing videos, and as many of us know, when it comes to repetitive tasks the more ergonomic the better.

Keyboard shortcuts exist for common video editing functions, but [John] found that the vast majority of his work needed only three or four of them. Feeling he could do better than a three-key macropad, he turned to what’s perhaps one of the most ergonomic devices ever designed — the Wii Nunchuk.

A Wii Nunchuk is an I2C device, so there needs to be some intermediary device involved if you want to plug it into a computer. [John] solves that with the ANAVI Handle, an open source adapter to make a Nunchuk act like a USB Human Interface Device (HID). That addresses the connectivity problem, but the default firmware on the adapter only treats the Nunchuk as a mouse or joystick, so a few more changes are required before it can be pressed into service as an ultra-comfortable macropad.

The ANAVI Handle runs CircuitPython code on an RP2040, and modifying its behavior is as simple as plugging it in via USB and editing the code right on the device. One has to define some keyboard events, configure the device to act as a keyboard, and send the right events when the buttons or joystick get pushed. [John] provides the code, and walks through the changes on video so even those without any coding experience can get it done.

The Nunchuk design is still being sold and used today, and it’s shown up in all kinds of places. We’ve seen a Bluetooth-enabled one and even seen a Raspberry Pi Zero shoehorned into one, complete with HDMI output.

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Open Source Stream Deck Targets Flexibility

August 1, 2026 by Zoe Skyforest 6 Comments

Stream decks are very useful when you’re live on camera and you need to hit some complicated macro at a glance. However, there is sometimes a perception that commercial options are a touch expensive for what they are, an attitude which has spawned many DIY builds. [Fady Faheem] has developed just such a device of his own.

Named Stream32, the build is intended to be simple to understand and adapt to one’s own individual workflow. Putting one together is as easy as buying a display, hooking it up to an ESP32, flashing the firmware, and then adding pages of shortcuts as desired. [Fady] has designed the firmware to be flexible with regards to screen choice — currently, it can be set up for a 4″ Waveshare LCD or a nice roomy 10.1″ display from Elecrow. Since it’s open source, adapting to a wider range of displays is a potential exercise for the builder.

The great thing about custom stream decks is you have all the freedom in the world to customize them to your own specific setup. Play with the code, the functionality, the visual layout—all to suit your own needs. If you’re working on your own custom hardware, be sure to tell us on the tipsline.

Using The Chimney Effect To Drop Passively Cooled PC Temperatures

July 31, 2026 by Maya Posch 33 Comments

The stack effect — also known as the chimney effect — is the basic principle that hot air not only rises, but if guided through a tube, the rising hot air will create more pressure that will effectively draw air more effectively into the tube. This is not only great for a chimney, but also a useful principle if you seek to cool something like a PC in a more passive manner. The main question is of course how much of a ‘chimney’ you need to see real effects for something like a typical water-cooled CPU’s radiator, as demonstrated by [der8auer] in a recent video.

Although there’s a lot of fun physics behind the stack effect that you can run the numbers on, the more practical demonstration here using 3D printed funnel segments for the radiator and various thermometers provides a very hands-on feeling for what you can expect from this approach.

With just a single segment stacked there is already a clearly noticeable temperature change, with the second segment creating a draft as visualized by the smoke machine. After this he goes for broke with the full stack and a resulting 19°C temperature drop on the CPU. While impressive, at this point the required funnel gets a bit silly, though the same principle has been applied to computer cases before, including the passively-cooled Power Mac G4 Cube and the 90-degrees-rotated SilverStone Raven series of cases, like the RV02.

The basic idea of making use of the fact that hot air rises, and maybe also banking on the stack effect for some free passive cooling, clearly isn’t so crazy.

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Wrangling Datacenter GPUs Into A Desktop

July 30, 2026 by Bryan Cockfield 20 Comments

As we’ve seen many times before, there’s usually some way wrangle a bit more life out of what would otherwise be considered old and obsolete technology. Perhaps one thing that has been passed over by the masses a bit to early is older datacenter GPUs, which is understandable in one sense because of the rate NVIDIA is pumping out new ones, but these cards have plenty of useful life left in them for the average person, as [Andrew] demonstrates.

The cards [Andrew] is using are Tesla V100s of 2017 vintage. Despite being older hardware they have high-speed memory which allows them to run modern LLMs locally, competitively with online models. In this test, Gemma 4 26B and Qwen3 35B are run, with Gemma being a bit faster because it fits entirely in GPU memory and Qwen3 being a bit more capable but more hungry for resources. [Andrew] built a PCI card that can host two V100s, allowing these larger models to fit completely in memory.

Even though these don’t perform at the same level as the latest top-tier online models, they’re surprisingly capable and also have the benefit of running completely locally. This might be concerning for those looking at the global economy being propped up by companies that essentially have no moat for motivated users, especially as more and more datacenter hardware becomes available on the secondhand market. While this build by [Andrew] goes into detail on getting the software stack up and running, we recently featured another build using the same GPUs that focuses a bit more on hardware for those looking to get started with local hosting.

A Capable KVM Built With The ESP32

July 30, 2026 by Zoe Skyforest 17 Comments

[Evgenij Spitsyn] spotted a KVM build on these very pages some time ago. That inspired their own build, leveraging the versatility of the ESP32-P4 microcontroller.

The concept is straightforward. Named the ESPKVM, the device is designed to hook up to a computer’s HDMI and USB ports. It captures the video output, while presenting itself as a standard keyboard and mouse device. In this way, it allows remote control of the machine over IP. It achieves this feat with the aid of the Toshiba TC358743 HDMI-to-CSI bridge, which is essentially the video capture hardware of the build.

The video output of the machine is streamed in MJPEG or H.264 format. The device is capable of serving up storage from a micro SD card or the onboard flash, as well as handling things like power/reset control and wake-on-LAN. All in all, it’s a very complete package, and full of useful features. Just don’t use it over the public internet yet — [Evgenij] notes it hasn’t been reviewed for potential security holes yet, even though it has some basic authentication features baked in.

If you’ve got an ESP32-P4 ready to go with a TC358743 HDMI bridge, you can actually head over to the ESPKVM website and flash the code right in your browser to get going. Meanwhile, if you found this build interesting, you might like to scope out the one that inspired it. If you’re cooking up similar utility hacks, be sure to notify the Hackaday tipsline.