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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

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Global Score
84 vs 82
Hardware Fit
69 vs 81
Quality Score
91 vs 82

Hardware

gptoss · 20.9B · M… qwen3.5:9b
MachineMac ProAZW GTR Pro
CPUIntel Core™ i5-10400AMD RYZEN AI MAX+ 395 w/ Radeon 8060S
Cores1232
RAM32 GB125 GB
GPUAMD Radeon RX 6700 XTIntegrated / Apple Silicon
OSmacOS 26.5.1Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedperformance

Performance

gptoss · 20.9B · M… qwen3.5:9b
Tokens/sec17.530.8
First chunk643 ms195 ms
TTFT7.7 s195 ms
Load time0.0 s6.8 s
Memory usage0.8 GB18.8 GB
Memory %3%15%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

qwen3.5:9b

Speed
31/50
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
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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