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gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

qwen3.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q4_K_M

Good

Mar 6, 2026 · Apple M4 Pro

Global Score
84 vs 72
Hardware Fit
69 vs 89
Quality Score
91 vs 65

Hardware

gptoss · 20.9B · M… qwen3.5-9b
MachineMac ProMac mini
CPUIntel Core™ i5-10400Apple M4 Pro
Cores1214
RAM32 GB64 GB
GPUAMD Radeon RX 6700 XTApple M4 Pro
OSmacOS 26.5.1macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced

Performance

gptoss · 20.9B · M… qwen3.5-9b
Tokens/sec17.528.9
First chunk643 ms338 ms
TTFT7.7 s338 ms
Load time0.0 sN/A
Memory usage0.8 GB6.1 GB
Memory %3%10%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

qwen3.5-9b

Speed
39/50
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

qwen3.5-9b

Reasoning
17/20
Coding
15/20
Instruction
6/20
Structured
7/15
Math
12/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Weak 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