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gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Good

Apr 3, 2026 · AMD RYZEN AI MAX+ 395

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
78 vs 78
Hardware Fit
47 vs 74
Quality Score
92 vs 79

Hardware

gemma4:31b huihui-devstral-sm…
MachineAZW GTR ProSystem manufacturer
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 7 5800X 8-Core Processor
Cores3216
RAM125 GB32 GB
GPURadeon 8060SAMD Radeon RX 9060 XT
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

gemma4:31b huihui-devstral-sm…
Tokens/sec9.817.5
First chunk873 ms20 ms
TTFT873 ms279 ms
Load time7.0 sN/A
Memory usage68.3 GB15.6 GB
Memory %55%49%

HW Fit Score Breakdown

gemma4:31b

Speed
8/50
TTFT
16/20
Memory
23/30

huihui-devstral-small-2…

Speed
29/50
TTFT
20/20
Memory
25/30

Quality

gemma4:31b

Reasoning
19/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

huihui-devstral-small-2…

Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest