Back to leaderboard

richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

May 25, 2026 · Apple M4 Pro

Global Score
65 vs 94
Hardware Fit
96 vs 92
Quality Score
52 vs 95

Hardware

richardyoung/qwyth… gpt-oss:20b
MachineMac miniMacBook Pro
CPUApple M4 ProApple M4 Pro
Cores1214
RAM24 GB48 GB
GPUApple M4 ProApple M4 Pro
OSmacOS 15.6.1macOS 26.4.1
Archarm64arm64
Power Modebalancedbalanced

Performance

richardyoung/qwyth… gpt-oss:20b
Tokens/sec25.354.5
First chunk397 ms318 ms
TTFT397 ms2.9 s
Load time6.3 s4.0 s
Memory usage8.3 GB16.4 GB
Memory %34%34%

HW Fit Score Breakdown

richardyoung/qwythos-9b…

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

gpt-oss:20b

Speed
50/50
TTFT
13/20
Memory
29/30

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

gpt-oss:20b

Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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