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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

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
84 vs 83
Hardware Fit
69 vs 60
Quality Score
91 vs 93

Hardware

gptoss · 20.9B · M… gemma4:31b
MachineMac ProASUSTeK COMPUTER INC. GX10
CPUIntel Core™ i5-10400Cortex-X925
Cores1220
RAM32 GB122 GB
GPUAMD Radeon RX 6700 XTDevice 2e12
OSmacOS 26.5.1Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

gptoss · 20.9B · M… gemma4:31b
Tokens/sec17.510.9
First chunk643 ms681 ms
TTFT7.7 s681 ms
Load time0.0 s16.6 s
Memory usage0.8 GB21.4 GB
Memory %3%18%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

gemma4:31b

Speed
10/50
TTFT
20/20
Memory
30/30

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
17/20
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