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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

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score
87 vs 85
Hardware Fit
75 vs 64
Quality Score
92 vs 94

Hardware

gemma4:latest gemma-4-31b-it-mlx
MachineMicro-Star International Co., Ltd. MS-7E47MacBook Pro
CPUAMD Ryzen 9 9950X 16-Core ProcessorApple M4 Max
Cores3216
RAM125 GB128 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPERApple M4 Max
OSMicrosoft Windows 11 Pro 10.0.26100macOS 26.5.2
Archx64arm64
Power Modebalancedbalanced

Performance

gemma4:latest gemma-4-31b-it-mlx
Tokens/sec42.413.6
First chunk472 ms16 ms
TTFT3.8 s558 ms
Load time0.3 s12.3 s
Memory usage12.3 GB0.0 GB
Memory %10%0%

HW Fit Score Breakdown

gemma4:latest

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

gemma-4-31b-it-mlx

Speed
14/50
TTFT
20/20
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

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

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