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gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

Global Score
85 vs 65
Hardware Fit
64 vs 96
Quality Score
94 vs 52

Hardware

gemma-4-31b-it-mlx richardyoung/qwyth…
MachineMacBook ProMac mini
CPUApple M4 MaxApple M4 Pro
Cores1612
RAM128 GB24 GB
GPUApple M4 MaxApple M4 Pro
OSmacOS 26.5.2macOS 15.6.1
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma-4-31b-it-mlx richardyoung/qwyth…
Tokens/sec13.625.3
First chunk16 ms397 ms
TTFT558 ms397 ms
Load time12.3 s6.3 s
Memory usage0.0 GB8.3 GB
Memory %0%34%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed
14/50
TTFT
20/20
Memory
30/30

richardyoung/qwythos-9b…

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

Quality

gemma-4-31b-it-mlx

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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
View gemma-4-31b-it-mlx details | View richardyoung/qwyth… 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