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gemma4:latest

OLLAMA GGUF

gemma4 · 8.0B · Q4_K_M

Excellent

Jul 11, 2026 · AMD Ryzen 9 9950X 16-Core Processor

qwen3.5-9b-mlx

LM-STUDIO MLX

qwen3_5 · 9B · 4bit

Good

Mar 12, 2026 · Apple M4 Pro

Global Score
87 vs 77
Hardware Fit
75 vs 67
Quality Score
92 vs 81

Hardware

gemma4:latest qwen3.5-9b-mlx
MachineMicro-Star International Co., Ltd. MS-7E47Mac mini
CPUAMD Ryzen 9 9950X 16-Core ProcessorApple M4 Pro
Cores3214
RAM125 GB64 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPERApple M4 Pro
OSMicrosoft Windows 11 Pro 10.0.26100macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced

Performance

gemma4:latest qwen3.5-9b-mlx
Tokens/sec42.420.3
First chunk472 ms4216 ms
TTFT3.8 s4.2 s
Load time0.3 sN/A
Memory usage12.3 GB5.6 GB
Memory %10%9%

HW Fit Score Breakdown

gemma4:latest

Speed
40/50
TTFT
5/20
Memory
30/30

qwen3.5-9b-mlx

Speed
29/50
TTFT
8/20
Memory
30/30

Quality

gemma4:latest

Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5-9b-mlx

Reasoning
15/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
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