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orcarouter/Qwen3.8-27B-Uncensored:iq4_xs

OLLAMA GGUF

qwen35 · 27.3B · IQ4_XS

Excellent

Sep 11, 2026 · Intel Core™ i5-10400

gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
88 vs 91
Hardware Fit
69 vs 96
Quality Score
96 vs 89

Hardware

orcarouter/Qwen3.8… gemma4:12b-mlx
MachineASUSMacBook Pro
CPUIntel Core™ i5-10400Apple M2 Pro
Cores1210
RAM16 GB16 GB
GPUTodesk Virtual Display Adapter, AskLink Display Adapter (SDR), OrayIddDriver Device, NVIDIA GeForce RTX 3080Apple M2 Pro
OSMicrosoft Windows 10 专业版 10.0.19045macOS 26.5
Archx64arm64
Power Modebalancedbalanced

Performance

orcarouter/Qwen3.8… gemma4:12b-mlx
Tokens/sec39.524.7
First chunk220 ms610 ms
TTFT3.2 s610 ms
Load time13.7 s3.6 s
Memory usage14.2 GB7.1 GB
Memory %89%45%

HW Fit Score Breakdown

orcarouter/Qwen3.8-27B-…

Speed
50/50
TTFT
14/20
Memory
5/30

gemma4:12b-mlx

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

Quality

orcarouter/Qwen3.8-27B-…

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:12b-mlx

Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
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