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gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Good

Apr 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score
84 vs 78
Hardware Fit
69 vs 47
Quality Score
91 vs 92

Hardware

gptoss · 20.9B · M… gemma4:31b
MachineMac ProAZW GTR Pro
CPUIntel Core™ i5-10400AMD RYZEN AI MAX+ 395
Cores1232
RAM32 GB125 GB
GPUAMD Radeon RX 6700 XTRadeon 8060S
OSmacOS 26.5.1Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedperformance

Performance

gptoss · 20.9B · M… gemma4:31b
Tokens/sec17.59.8
First chunk643 ms873 ms
TTFT7.7 s873 ms
Load time0.0 s7.0 s
Memory usage0.8 GB68.3 GB
Memory %3%55%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

gemma4:31b

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

Quality

gptoss · 20.9B · MXFP4

Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

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

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