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gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

Global Score
81 vs 65
Hardware Fit
100 vs 96
Quality Score
73 vs 52

Hardware

gemma3n:latest richardyoung/qwyth…
MachineSupermicro AS -2015HS-TNRMac mini
CPUAMD EPYC 9654P 96-Core ProcessorApple M4 Pro
Cores6412
RAM128 GB24 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]Apple M4 Pro
OSUbuntu 24.04.3 LTSmacOS 15.6.1
Archx64arm64
Power Modeperformancebalanced

Performance

gemma3n:latest richardyoung/qwyth…
Tokens/sec108.725.3
First chunk333 ms397 ms
TTFT333 ms397 ms
Load time4.5 s6.3 s
Memory usage8.6 GB8.3 GB
Memory %7%34%

HW Fit Score Breakdown

gemma3n:latest

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

richardyoung/qwythos-9b…

Speed
47/50
TTFT
20/20
Memory
29/30

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

richardyoung/qwythos-9b…

Reasoning
18/20
Coding
13/20
Instruction
6/20
Structured
0/15
Math
14/15
Multilingual
1/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Poor

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