hf.co/mradermacher/gemma-4-E4B-GGUF:Q6_K

OLLAMA GGUF

gemma4 · 7.52B · unknown

Marginal

Aug 24, 2026 · Apple M1 Pro

hf.co/bartowski/ai9stars_G9v3-3B-GGUF:BF16

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 23, 2026 · Apple M1 Pro

Global Score

41 vs 64

Hardware Fit

100 vs 92

Quality Score

16 vs 52

Hardware

hf.co/mradermacher… hf.co/bartowski/ai…

MachineMacBook ProMacBook Pro

CPUApple M1 ProApple M1 Pro

Cores1010

RAM16 GB16 GB

GPUApple M1 ProApple M1 Pro

OSmacOS 26.6.2macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/mradermacher… hf.co/bartowski/ai…

Tokens/sec34.629.9

First chunk179 ms100 ms

TTFT179 ms100 ms

Load time3.9 s3.4 s

Memory usage3.9 GB8.9 GB

Memory %25%56%

HW Fit Score Breakdown

hf.co/mradermacher/gemm…

Speed

50/50

TTFT

20/20

Memory

30/30

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

22/30

Quality

hf.co/mradermacher/gemm…

Reasoning

5/20

Coding

7/20

Instruction

0/20

Structured

0/15

Math

3/15

Multilingual

1/10

Reasoning: Poor Coding: Weak Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

hf.co/bartowski/ai9star…

Reasoning

17/20

Coding

14/20

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 hf.co/mradermacher… details | View hf.co/bartowski/ai… details

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$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest