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qwen/qwen3.8-27b

LM-STUDIO MLX

qwen3_5 · 27B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

gemma4:26b

OLLAMA GGUF

gemma4 · 25.2B · Q4_K_M

Not Rec.

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

Global Score
80 vs 84
Hardware Fit
52 vs 80
Quality Score
92 vs 86

Hardware

qwen/qwen3.8-27b gemma4:26b
MachineMacBook ProSystem manufacturer
CPUApple M4 MaxAMD Ryzen 9 5950X 16-Core Processor
Cores1632
RAM128 GB32 GB
GPUApple M4 MaxNVIDIA GeForce RTX 3090
OSmacOS 26.5.2Microsoft Windows 11 Pro 10.0.26300
Archarm64x64
Power Modebalancedbalanced

Performance

qwen/qwen3.8-27b gemma4:26b
Tokens/sec16.1147.6
First chunk14 ms139 ms
TTFT5.8 s30.0 s
Load time8.5 s21.3 s
Memory usage0.0 GB1.7 GB
Memory %0%5%

HW Fit Score Breakdown

qwen/qwen3.8-27b

Speed
17/50
TTFT
5/20
Memory
30/30

gemma4:26b

Speed
50/50
TTFT
0/20
Memory
30/30

Quality

qwen/qwen3.8-27b

Reasoning
19/20
Coding
16/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:26b

Reasoning
17/20
Coding
14/20
Instruction
18/20
Structured
15/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate 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