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richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 19, 2026 · Apple M4 Max

Global Score
65 vs 89
Hardware Fit
96 vs 96
Quality Score
52 vs 86

Hardware

richardyoung/qwyth… qwen3-coder:30b
MachineMac miniMacBook Pro
CPUApple M4 ProApple M4 Max
Cores1216
RAM24 GB64 GB
GPUApple M4 ProApple M4 Max
OSmacOS 15.6.1macOS 26.5.1
Archarm64arm64
Power Modebalancedbalanced

Performance

richardyoung/qwyth… qwen3-coder:30b
Tokens/sec25.389.9
First chunk397 ms188 ms
TTFT397 ms188 ms
Load time6.3 s4.0 s
Memory usage8.3 GB30.2 GB
Memory %34%47%

HW Fit Score Breakdown

richardyoung/qwythos-9b…

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

qwen3-coder:30b

Speed
50/50
TTFT
20/20
Memory
26/30

Quality

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

qwen3-coder:30b

Reasoning
14/20
Coding
19/20
Instruction
17/20
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