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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

Marginal

Mar 11, 2026 · Apple M4

Global Score
87 vs 59
Hardware Fit
75 vs 65
Quality Score
92 vs 57

Hardware

gemma4:latest qwen3.5-9b-mlx
MachineMicro-Star International Co., Ltd. MS-7E47Mac mini
CPUAMD Ryzen 9 9950X 16-Core ProcessorApple M4
Cores3210
RAM125 GB24 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPERApple M4
OSMicrosoft Windows 11 Pro 10.0.26100macOS 26.3
Archx64arm64
Power Modebalancedbalanced

Performance

gemma4:latest qwen3.5-9b-mlx
Tokens/sec42.414.3
First chunk472 ms24 ms
TTFT3.8 s13.4 s
Load time0.3 s13.3 s
Memory usage12.3 GB2.5 GB
Memory %10%10%

HW Fit Score Breakdown

gemma4:latest

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

qwen3.5-9b-mlx

Speed
32/50
TTFT
3/20
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
10/20
Coding
17/20
Instruction
5/20
Structured
9/15
Math
11/15
Multilingual
5/10
Reasoning: Weak Coding: Strong Instruction Following: Weak Structured Output: Adequate Math: Adequate Multilingual: Adequate

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