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rafw007/qwen3.8-27b-redteam:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Marginal

Oct 2, 2026 · Cortex-X925

gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
59 vs 84
Hardware Fit
62 vs 82
Quality Score
58 vs 85

Hardware

rafw007/qwen3.8-27… gemma4:12b-mlx
MachineNVIDIA NVIDIA_DGX_SparkMacBook Pro
CPUCortex-X925Apple M2 Pro
Cores2010
RAM122 GB16 GB
GPUDevice 2e12Apple M2 Pro
OSUbuntu 24.04.5 LTSmacOS 26.5
Archarm64arm64
Power Modeperformancebalanced

Performance

rafw007/qwen3.8-27… gemma4:12b-mlx
Tokens/sec12.927.2
First chunk442 ms732 ms
TTFT442 ms8.1 s
Load time6.8 s3.5 s
Memory usage19.3 GB7.1 GB
Memory %16%44%

HW Fit Score Breakdown

rafw007/qwen3.8-27b-red…

Speed
12/50
TTFT
20/20
Memory
30/30

gemma4:12b-mlx

Speed
50/50
TTFT
6/20
Memory
26/30

Quality

rafw007/qwen3.8-27b-red…

Reasoning
18/20
Coding
15/20
Instruction
7/20
Structured
1/15
Math
14/15
Multilingual
3/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak

gemma4:12b-mlx

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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