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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
57 vs 81
Hardware Fit
61 vs 100
Quality Score
55 vs 73

Hardware

qwen3.5:9b gemma3n:latest
MachineAZW GTR ProSupermicro AS -2015HS-TNR
CPUAMD RYZEN AI MAX+ 395AMD EPYC 9654P 96-Core Processor
Cores3264
RAM125 GB128 GB
GPUAMD Radeon 8060SGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSUbuntu 24.04.4 LTSUbuntu 24.04.3 LTS
Archx64x64
Power Modelow-powerperformance

Performance

qwen3.5:9b gemma3n:latest
Tokens/sec30.3108.7
First chunk205 ms333 ms
TTFT8.7 s333 ms
Load time5.6 s4.5 s
Memory usage18.8 GB8.6 GB
Memory %15%7%

HW Fit Score Breakdown

qwen3.5:9b

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

gemma3n:latest

Speed
50/50
TTFT
20/20
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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View qwen3.5:9b details | View gemma3n:latest details

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