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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

OLLAMA GGUF

nvfp4

Excellent

Aug 25, 2026 · Apple M1 Pro

Global Score
87 vs 84
Hardware Fit
75 vs 94
Quality Score
92 vs 80

Hardware

gemma4:latest qwen3.5:9b-mlx
MachineMicro-Star International Co., Ltd. MS-7E47MacBook Pro
CPUAMD Ryzen 9 9950X 16-Core ProcessorApple M1 Pro
Cores3210
RAM125 GB16 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPERApple M1 Pro
OSMicrosoft Windows 11 Pro 10.0.26100macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

gemma4:latest qwen3.5:9b-mlx
Tokens/sec42.425.0
First chunk472 ms357 ms
TTFT3.8 s357 ms
Load time0.3 s3.8 s
Memory usage12.3 GB8.4 GB
Memory %10%52%

HW Fit Score Breakdown

gemma4:latest

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

qwen3.5:9b-mlx

Speed
50/50
TTFT
20/20
Memory
24/30

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
16/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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