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gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
81 vs 72
Hardware Fit
100 vs 89
Quality Score
73 vs 64

Hardware

gemma3n:latest qwen3-vl:8b
MachineSupermicro AS -2015HS-TNRHP HP Z8 G4 Workstation
CPUAMD EPYC 9654P 96-Core ProcessorIntel Xeon® Gold 6230
Cores6480
RAM128 GB252 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]TU104GL [Quadro RTX 5000]
OSUbuntu 24.04.3 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modeperformancelow-power

Performance

gemma3n:latest qwen3-vl:8b
Tokens/sec108.768.2
First chunk333 ms285 ms
TTFT333 ms2.0 s
Load time4.5 s42.4 s
Memory usage8.6 GB7.1 GB
Memory %7%3%

HW Fit Score Breakdown

gemma3n:latest

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

qwen3-vl:8b

Speed
50/50
TTFT
9/20
Memory
30/30

Quality

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

qwen3-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate 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