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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

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
88 vs 76
Hardware Fit
69 vs 46
Quality Score
96 vs 89

Hardware

orcarouter/Qwen3.8… gemma4:31b
MachineASUSMacBook Pro
CPUIntel Core™ i5-10400Apple M4 Max
Cores1216
RAM16 GB64 GB
GPUTodesk Virtual Display Adapter, AskLink Display Adapter (SDR), OrayIddDriver Device, NVIDIA GeForce RTX 3080Apple M4 Max
OSMicrosoft Windows 10 专业版 10.0.19045macOS 26.3.1
Archx64arm64
Power Modebalancedbalanced

Performance

orcarouter/Qwen3.8… gemma4:31b
Tokens/sec39.522.4
First chunk220 ms565 ms
TTFT3.2 s30.0 s
Load time13.7 s6.9 s
Memory usage14.2 GB43.9 GB
Memory %89%69%

HW Fit Score Breakdown

orcarouter/Qwen3.8-27B-…

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

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

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

gemma4:31b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
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