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qwen3.8-27b-uncensored-ymq-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
84 vs 81
Hardware Fit
81 vs 82
Quality Score
85 vs 81

Hardware

qwen3.8-27b-uncens… gemma4:12b-mlx
MachineGigabyte Technology Co., Ltd. X570 AORUS PROMacBook Pro
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M2 Pro
Cores1210
RAM32 GB16 GB
GPUNVIDIA GeForce RTX 5070 TiApple M2 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.5
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3.8-27b-uncens… gemma4:12b-mlx
Tokens/sec18.325.3
First chunk9 ms761 ms
TTFT522 ms7.7 s
Load time7.7 s3.6 s
Memory usage14.9 GB7.1 GB
Memory %47%44%

HW Fit Score Breakdown

qwen3.8-27b-uncensored-…

Speed
35/50
TTFT
20/20
Memory
26/30

gemma4:12b-mlx

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

Quality

qwen3.8-27b-uncensored-…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

gemma4:12b-mlx

Reasoning
16/20
Coding
15/20
Instruction
12/20
Structured
15/15
Math
13/15
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