OnpremBench.aiby Understand.tech

Moving up a class

Framework Desktop · Ryzen AI Max+ vs MINISFORUM MS-S1 MAX

Memory, bandwidth, software stack, price and the models each one can hold. Generated from the two sourced machine records; estimates are labelled.

Add a third machine
Framework Desktop · Ryzen AI Max+
AMD Ryzen AI Max

Framework Desktop · Ryzen AI Max+

128 GB shared system memory

Open the record
MINISFORUM MS-S1 MAX
AMD Ryzen AI Max

MINISFORUM MS-S1 MAX

128 GB shared system memory

Open the record

What actually differs

Which models fit

Estimate · 4-bit · 8K context · 1 request
ModelFramework Desktop · Ryzen AI Max+MINISFORUM MS-S1 MAX
Llama 3.1 8BFits 16 GBBandwidth not in recordFits 16 GBBandwidth not in record
Qwen3 14BFits 20 GBBandwidth not in recordFits 20 GBBandwidth not in record
Qwen3 32BFits 32 GBBandwidth not in recordFits 32 GBBandwidth not in record
Llama 3.3 70BFits 54 GBBandwidth not in recordFits 54 GBBandwidth not in record
gpt-oss-20b (MoE)Fits 23 GBBandwidth not in recordFits 23 GBBandwidth not in record
gpt-oss-120b (MoE)Fits 80 GBBandwidth not in recordFits 80 GBBandwidth not in record
Qwen3 235B-A22B (MoE)Too large 151 GBToo large 151 GB
DeepSeek V3 / R1 671B (MoE, MLA)Too large 408 GBToo large 408 GB

Speed is a memory-bandwidth ceiling for one request, not a measured result. Change context, users or precision in the finder

Specifications

Sourced and dated
Framework Desktop · Ryzen AI Max+MINISFORUM MS-S1 MAX
Chip / acceleratorRyzen AI Max+ 395 · Radeon 8060SRyzen AI Max+ 395 · Radeon 8060S
PlatformAMD Ryzen AI MaxAMD Ryzen AI Max
Model memory128 GB shared system memory128 GB shared system memory
Memory bandwidthConfirm selected configurationConfirm selected configuration
Software stackROCm and VulkanROCm and Vulkan
Operating systemBring your own OS · Windows / Linux optionsConfirm OS option
Storage2 M.2 PCIe 4.0 sockets · choose SSDs2 TB SSD
Networking5 GbE · Wi-Fi 7Dual 10 GbE · USB4 v2 · Wi-Fi 7
Form factorMini workstationMini / optional 2U rack
DimensionsConfirm selected configurationConfirm selected configuration
WeightNot verifiedNot verified
Power rating (not consumption)400 W PSU · processor 120 W sustained / 140 W boost320 W built-in PSU · processor 130 W sustained / 160 W peak
Supplier list price≈ $3.4k · Supplier list price · United States · Sept 2026≈ $3.8k · Supplier list price · United States · Sept 2026
AvailabilityCheck regional availabilityEstimated shipping mid-September · supplier statement
Model configurations in the Lab22
Setups in the Lab11
Record reviewed2026-09-072026-09-07

Sources: Framework · MINISFORUM. Prices are supplier snapshots, not a live feed.

Before you choose

Framework Desktop · Ryzen AI Max+

  • The 128 GB memory is soldered. GPU-available memory depends on OS and configuration.
  • The listed $3,449 is the 128 GB system kit selection, not a ready-to-run total. SSD, OS, fan, cable and tiles are additional selections.

MINISFORUM MS-S1 MAX

  • The selected 128 GB offer lists estimated mid-September shipping. Confirm delivery before ordering.
  • PCIe x16 physical slot is wired PCIe 4.0 x4; do not assume x16 bandwidth. Shared memory allocation depends on runtime and OS.
Own one of these? A measured run (model revision, runtime, context, tokens per second) is worth more than this whole page. Publish it.