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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
57 vs 84
Hardware Fit
61 vs 69
Quality Score
55 vs 91

Hardware

qwen3.5:9b gptoss · 20.9B · M…
MachineAZW GTR ProMac Pro
CPUAMD RYZEN AI MAX+ 395Intel Core™ i5-10400
Cores3212
RAM125 GB32 GB
GPUAMD Radeon 8060SAMD Radeon RX 6700 XT
OSUbuntu 24.04.4 LTSmacOS 26.5.1
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3.5:9b gptoss · 20.9B · M…
Tokens/sec30.317.5
First chunk205 ms643 ms
TTFT8.7 s7.7 s
Load time5.6 s0.0 s
Memory usage18.8 GB0.8 GB
Memory %15%3%

HW Fit Score Breakdown

qwen3.5:9b

Speed
30/50
TTFT
1/20
Memory
30/30

gptoss · 20.9B · MXFP4

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

Quality

qwen3.5:9b

Reasoning
17/20
Coding
2/20
Instruction
7/20
Structured
8/15
Math
12/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

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

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