The Best Motherboards for Machine Learning

On the spec sheet, it offers a 4 M.2 slot count and offers a 5Gbps wired network speed. Its four M.2 slots include one Gen5 x4, and 7W/mK thermal pads cool the MOSFETs. Like the Strix Z890-H and TUF Z890-PRO, it has an LGA1851 socket, while the X870 AORUS Elite uses an AM5 socket.

It uses Intel's LGA1851 socket for Core Ultra 200S processors, not older 12th to 14th Gen chips. Check the manual for which M.2 slots share lanes with SATA ports or the second PCIe slot before filling them all. It was priced above the TUF X870-PLUS and below the TUF Z890-PRO at the time of writing.

It sits between the TUF and Strix-A boards. It matches the Z890 Tomahawk II on wired network speed (5Gbps). No other pick in this guide offers 16+2+1+2 power stages; compare the TUF X870-PLUS, which has 16+2+1 power stages.

Like the Z890 Tomahawk II and TUF Z890-PRO, it has an LGA1851 socket, while the X870 AORUS Elite uses an AM5 socket. It also offers AI overclocking tools and a PCIe 5.0 graphics slot. It uses Intel's LGA1851 socket for Core Ultra 200S processors, not older 12th to 14th Gen chips.

Check the manual for which M.2 slots share lanes with SATA ports or the second PCIe slot before filling them all. Only the TUF Z890-PRO came close to it on price at the time of writing; it cost the most of the 5 picks.

It is the X870 board with the longest cover here. It matches the TUF X870-PLUS and the TUF Z890-PRO on wired network speed (2.5Gbps). Like the TUF X870-PLUS, it has an AM5 socket, while the TUF Z890-PRO uses an LGA1851 socket.

It also offers EZ-Latch for tool-free card removal and a PCIe 5.0 graphics slot. It uses AMD's AM5 socket, so it takes Ryzen 7000, 8000 and 9000 chips; a board built before a CPU's launch may need a BIOS update first, so check whether it supports BIOS Flashback. Check the manual for which M.2 slots share lanes with SATA ports or the second PCIe slot before filling them all. No other pick here cost less at our last price check, and the TUF X870-PLUS was closest.

It is the sturdiest X870 board here below $230. On wired network speed it ties with the X870 AORUS Elite and the TUF Z890-PRO at 2.5Gbps. It shares an AM5 socket with the X870 AORUS Elite; the TUF Z890-PRO goes with an LGA1851 socket.

It also comes with a rear USB 20Gbps Type-C port. It uses AMD's AM5 socket, so it takes Ryzen 7000, 8000 and 9000 chips; a board built before a CPU's launch may need a BIOS update first, so check whether it supports BIOS Flashback. Check the manual for which M.2 slots share lanes with SATA ports or the second PCIe slot before filling them all. Its price falls between the X870 AORUS Elite and the Z890 Tomahawk II, based on our last check.

On the spec sheet, it offers a 4 M.2 slot count and offers a 2.5Gbps wired network speed. On wired network speed it ties with the X870 AORUS Elite and the TUF X870-PLUS at 2.5Gbps. 16+1+2+1 power stages is unique to it among these picks, while the TUF X870-PLUS uses 16+2+1 power stages.

It shares an LGA1851 socket with the Z890 Tomahawk II and Strix Z890-H; the TUF X870-PLUS goes with an AM5 socket. Like the Z890 Tomahawk II and Strix Z890-H, it has a Z890 chipset, while the X870 AORUS Elite uses an X870 chipset. It uses Intel's LGA1851 socket for Core Ultra 200S processors, not older 12th to 14th Gen chips.

Check the manual for which M.2 slots share lanes with SATA ports or the second PCIe slot before filling them all. Its price falls between the Z890 Tomahawk II and the Strix Z890-H, based on our last check.