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World of Software > Computing > Intel Panther Lake & Linux AI/LLM Debates Dominated Q1 For Linux Users
Computing

Intel Panther Lake & Linux AI/LLM Debates Dominated Q1 For Linux Users

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Last updated: 2026/03/31 at 9:47 AM
News Room Published 31 March 2026
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Intel Panther Lake & Linux AI/LLM Debates Dominated Q1 For Linux Users
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With Q1 wrapping up, here is a look back at the most popular news and reviews for the quarter that excited Linux readers the most. During this quarter on Phoronix were 881 original news articles thus far and 61 featured Linux hardware reviews / multi-page benchmark articles.

When it came to the Linux hardware testing in Q1’2026, Intel’s new Core Ultra Series 3 “Panther Lake” with Arc B390 graphics easily stole the show. Intel Panther Lake has proven to be quite popular and interesting for Linux use thanks to its power efficiency and Xe3 graphics. The launch of the AMD Ryzen 7 9850X3D also excited some Linux gamers and more.

When it came to the open-source/Linux news this quarter, Linus Torvalds’ commentary continues to prove very enlightening as is the ongoing debates around AI/LLM-based open-source code contributions, new Linux kernel features, and ongoing Linux desktop improvements.

Here is a look at the ten most popular reviews/featured articles of the quarter on Phoronix:

Intel Panther Lake Shows Strong Linux CPU Performance & Power Efficiency With Core Ultra X7 358H Benchmarks
For those that have been very eager to hear about the Intel Core Ultra Series 3 “Panther Lake” performance on Linux, today’s the day! Last Thursday the MSI Prestige 14 Flip AI+ Evo laptop arrived that is powered by the Core Ultra X7 358H. Here is a look at how that Intel Core Ultra X7 358H competes for performance and power efficiency against a wide range of other laptops on an up-to-date Linux software stack in with around 300 benchmarks.

Loongson 3B6000 Benchmarks: How China’s LoongArch CPU Compares To AMD Zen 5, Intel Arrow Lake & Raspberry Pi 5
Recently I finally got my hands on a LoongArch processor, the ISA developed by China’s Loongson Technology as an evolution from their earlier use of the MIPS64 ISA and inspired by RISC-V and other modern ISAs. The Loongson-3B6000 features 12 cores / 24 threads with dual channel DDR4 ECC memory support. Here is a look at how that latest-generation LoongArch desktop processor compares to the current generation AMD Zen 5 and Intel Arrow Lake desktop processors under Linux. Plus also tossing in the Raspberry Pi 5 (Raspberry Pi 500+) for an ARM reference point.

Benchmarking 18 Years Of Intel Laptop CPUs: Panther Lake As Much As 95x The Speed Of Penryn
For those curious how far Intel laptop CPU performance has evolved over the past nearly two decades, here are power and performance numbers when re-benchmarking all of the Intel-powered laptop CPUs I have on hand that are still operational from Penryn to Panther Lake. A ThinkPad from 2008 with the Core 2 Duo T9300 “Penryn” was still firing up and working with the latest upstream Intel open-source Linux driver support on Ubuntu 26.04 development. On a geo mean basis over the past 18 years from Penryn to Panther Lake, the performance was at 21.5x in over 150 benchmarks. At the most extreme was a 95x difference going from Intel’s 45nm Penryn to the 18A Panther Lake.

DDR5-4800 vs. DDR5-6000 Performance With The AMD Ryzen 7 9850X3D In 300+ Benchmarks
With the incredible market demand around DDR5 memory and significantly elevated pricing on the more premium DDR5 memory modules, as part of the AMD Ryzen 7 9850X3D launch there’s been some communication that thanks to 2nd Gen AMD 3D V-Cache, using lower memory speeds like DDR5-4800 can be suitable without much of an impact to the gaming performance. But what about for Linux gaming? And other workloads with the Ryzen 7 9850X3D? Complementing yesterday’s Linux review of the Ryzen 7 9850X3D are benchmarks of DDR5-4800 vs. DDR5-6000 performance with Ubuntu Linux and this new 3D V-Cache 8-core / 16-thread desktop processor.

Intel Arc B390 Graphics Performance On Linux With Panther Lake
Yesterday was our first look at the Intel Panther Lake Linux performance with the Core Ultra X7 358H and focused on the CPU performance. In today’s benchmarking is a look at the very exciting Xe3 graphics found with the top-tier Panther Lake models: the Arc B390 Graphics with 12 Xe cores.

Linux 7.0 File-System Benchmarks With XFS Leading The Way
With a number of file-system improvements in Linux 6.19 and more file-system optimizations in Linux 7.0, it’s past due for running some fresh file-system benchmarks. Here is a look at how the prominent file-system contenders are performing on the latest Linux 7.0 development kernel.

Windows 11 vs. Ubuntu Linux Performance For Intel Core Ultra X7 Panther Lake
Last week I began publishing the many exciting Panther Lake benchmarks under Linux from the interesting CPU performance and efficiency to the much anticipated Xe3 graphics with the Intel Arc B390 graphics. Up today is a look at how the out-of-the-box performance for the Intel Core Ultra X7 358H compares under Microsoft Windows 11 and the current Ubuntu Linux 26.04 development state.

Linux 6.12 Through Linux 7.0 File-System Benchmarks For EXT4 + XFS
Earlier this month were various Linux 7.0 file-system benchmarks showing how XFS is leading the race in the overall upstream Linux file-system performance on this forthcoming kernel. Stemming from that testing some premium supporters requested a fresh look at the historical performance of XFS as well as EXT4. So today’s article is a look at how XFS and EXT4 have performed on every kernel release going back to Linux 6.12 LTS.

AMD Ryzen 7 9850X3D Linux Performance
Ahead of tomorrow’s official availability of the AMD Ryzen 7 9850X3D at $499 USD, today the review embargo lifted. This faster variant to the existing Ryzen 7 9800X3D has been undergoing lots of Linux benchmarking the past two weeks for seeing the performance capabilities of this fastest 8-core 3D V-Cache processor.

The CPU Performance Of The NVIDIA GB10 With The Dell Pro Max vs. AMD Ryzen AI Max+ “Strix Halo”
With the Dell Pro Max GB10 testing at Phoronix we have been focused on the AI performance with its Blackwell GPU as the GB10 superchip was designed for meeting the needs of AI. Many Phoronix readers have also been curious about the GB10’s CPU performance in more traditional Linux workloads. So for those curious about the GB10 CPU performance, here are some Linux benchmarks focused today on the CPU performance and going up against the AMD Ryzen AI Max+ 395 “Strix Halo” within the Framework Desktop.

And the most popular news of Q1’2026 on Phoronix:

Linus Torvalds’ Latest Open-Source Project Is AudioNoise – Made With The Help Of Vibe Coding
In addition to Linus Torvalds’ recent comments around AI tooling documentation, it turns out in fact that Linus Torvalds has been using vibe coding himself. Over the holidays Linus Torvalds has been working on a new open-source project called AudioNoise that was started with the help of AI vibe coding.

Linus Torvalds Rejects MMC Changes For Linux 7.0 Cycle: “Complete Garbage”
The Linux MultiMediaCard “MMC” subsystem was set to see some new hardware support, optimized support for secure erase/trim on some eMMCs, and a variety of other improvements. But all of the MMC changes are rejected and will be for the duration of the Linux 7.0 cycle due to an apparent lack of testing and vetting via linux-next that led Linus Torvalds to calling it “complete garbage” and “untested crap”.

There Is No One Left On Debian’s Data Protection Team
Besides Debian’s aging bug tracker interface, another challenge as the Debian Linux distribution project begins 2026 is that all volunteers have left their Data Protection Team. The Debian Data Protection Team deals with General Data Protection Regulation (GDPR) issues and related data protection/privacy related matters.

Linux 7.0 Officially Concluding The Rust Experiment
While Linux 7.0 is the next kernel version solely over Linus Torvalds’ numbering preference, there is a notable symbolic change that was sent in overnight for this new kernel merge window: formally concluding the “Rust experiment” with upstream kernel developers now in acceptance that Rust for the Linux kernel is here to stay.

SonicDE Looks To Preserve & Improve The X11-Specific KDE Code
In light of Plasma 6.8 looking to go Wayland-exclusive and retire their X11 session support, SonicDE (formerly “KDE-Lite”) is getting off the ground as a fork of the relevant X11 support within the KDE desktop.

Linus Torvalds Confirms The Next Kernel Is Linux 7.0
Following Linus Torvalds releasing Linux 6.19 stable, Linus Torvalds is now out with his customary release announcement. Notably he officially confirmed that the next kernel version is Linux 7.0 as the successor to Linux 6.19.

ReactOS For “Open-Source Windows” Achieves Massive Networking Performance Boost
ReactOS as the long-in-development “open-source Windows” project has been on quite a roll recently. Beyond a big Windows NT 6 compatibility improvement and fixing a very annoying usability issue, for this third week of the year there is another big change landing: a significant improvement in networking performance on ReactOS.

ReactOS Starts 2026 With Another “Major Step” Toward Windows NT6 Compatibility
The ReactOS free software project is turning 30 this year and its “open-source Windows” OS ambitions remain. They are starting out this year with another “major step” towards Windows NT 6.0 compatibility.

Linus Torvalds: “The AI Slop Issue Is *NOT* Going To Be Solved With Documentation”
The Linux kernel developers for months now have been debating proposed guidelines for tool-generated submissions to the Linux kernel. As part of the “tools”, the main motivator for this documentation has been around the era of AI and large language models with coding assistants and more. Torvalds made some remarks on the Linux kernel mailing list around his belief in focusing the documentation on “tools” rather than explicitly focusing on AI, given the likelihood of AI-assisted contributions continuing regardless of documentation.

KDE Plasma 6.6 Beta Released With Plasma Login Manager, Plasma Setup
The KDE Plasma 6.6 beta release is available today for helping to test this next iteration of the Plasma 6 desktop.

KDE Plasma 6.6 Fixes A Common Panel-Related Crash, Improves OpenBSD Support
KDE developer Nate Graham is out with the first issue of This Week in Plasma for 2026. Last week was a warning that This Week in Plasma could become less frequent without new volunteers to help takeover. Nate Graham announced that John Veness has stepped up to help co-author these weekly KDE development posts.

KDE Begins Landing Features For Plasma 6.7, Some Last Minute Plasma 6.6 Improvements
KDE developers have been quite busy this week in preparing for the upcoming Plasma 6.6 release in February while also beginning to land features for what will be the Plasma 6.7 desktop.

KDE Plasma 6.6 Adds oo7 Secret Service Provider Support, Save As New Global Theme
With new volunteers stepping up for This Week in Plasma, there is a new issue out this week to highlight more development activities going into the upcoming KDE Plasma 6.6 desktop release.

KDE Linux To Provide Better Hardware Support & Better Performance
Following the September release of the KDE LInux reference distribution for the KDE desktop in alpha form, KDE Linux developers have been working toward the beta release with more improvements to this open-source desktop distro.

Google Engineers Launch “Sashiko” For Agentic AI Code Review Of The Linux Kernel
Google engineers have been spending the past number of months developing Sashiko as an agentic AI code review system for the Linux kernel. It’s now open-source and publicly available and will continue to do upstream Linux kernel code review thanks to funding from Google.

Plasma 6.7 Restoring The Air Plasma Theme, Fixes KWin Issue With Intense Alt+Tab’ing
KDE Plasma developers remain quite busy preparing for the Plasma 6.6 desktop release coming up in a little more than two weeks while at the same time continuing to land early features for the Plasma 6.7 release coming later in the year.

Latest SteamOS Beta Now Includes NTSYNC Kernel Driver
Valve released the SteamOS 3.7.20 beta overnight and with it they are finally building the NTSYNC kernel driver for helping accelerate Windows NT synchronization primitives.

Toyota Developing A Console-Grade, Open-Source Game Engine – Using Flutter & Dart
Well, here’s an unexpected combination… Toyota’s Toyota Connected North America unit is developing a console-grade open-source game engine. Making it even more unusual is their engineering choices of building around the Flutter toolkit and in turn the Dart programming language. This new game engine creation is called Fluorite.

GNOME & Firefox Consider Disabling Middle Click Paste By Default: “An X11’ism…Dumpster Fire”
Both the GNOME desktop and Mozilla Firefox browser projects are considering disabling middle-click-paste functionality by default.

GNU Hurd Is “Almost There” With x86_64, SMP & ~75% Of Debian Packages Building
Samuel Thibault offered up a status update on the current state of GNU/Hurd from a presentation in Brussels at FOSDEM 2026. Thibault has previously shared updates on GNU Hurd from the annual FOSDEM event while this year’s was a bit more optimistic thanks to recent driver progress and more software now successfully building for Hurd.

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