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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-it-qat

OLLAMA GGUF

gemma4 · 11.9B · Q4_0

Excellent

Jun 25, 2026 · Apple M4 Pro

Global Score
88 vs 88
Hardware Fit
69 vs 86
Quality Score
96 vs 89

Hardware

orcarouter/Qwen3.8… gemma4:12b-it-qat
MachineASUSMac mini
CPUIntel Core™ i5-10400Apple M4 Pro
Cores1212
RAM16 GB24 GB
GPUTodesk Virtual Display Adapter, AskLink Display Adapter (SDR), OrayIddDriver Device, NVIDIA GeForce RTX 3080Apple M4 Pro
OSMicrosoft Windows 10 专业版 10.0.19045macOS 15.6.1
Archx64arm64
Power Modebalancedbalanced

Performance

orcarouter/Qwen3.8… gemma4:12b-it-qat
Tokens/sec39.530.0
First chunk220 ms686 ms
TTFT3.2 s7.1 s
Load time13.7 s5.4 s
Memory usage14.2 GB7.1 GB
Memory %89%30%

HW Fit Score Breakdown

orcarouter/Qwen3.8-27B-…

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

gemma4:12b-it-qat

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

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-it-qat

Reasoning
18/20
Coding
18/20
Instruction
14/20
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