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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

qwen2.5-coder-7b-instruct-mlx

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score
88 vs 79
Hardware Fit
69 vs 92
Quality Score
96 vs 73

Hardware

orcarouter/Qwen3.8… qwen2.5-coder-7b-i…
MachineASUSMacBook Air
CPUIntel Core™ i5-10400Apple M4
Cores1210
RAM16 GB32 GB
GPUTodesk Virtual Display Adapter, AskLink Display Adapter (SDR), OrayIddDriver Device, NVIDIA GeForce RTX 3080Apple M4
OSMicrosoft Windows 10 专业版 10.0.19045macOS 26.3
Archx64arm64
Power Modebalancedbalanced

Performance

orcarouter/Qwen3.8… qwen2.5-coder-7b-i…
Tokens/sec39.522.5
First chunk220 ms529 ms
TTFT3.2 s529 ms
Load time13.7 sN/A
Memory usage14.2 GB4.0 GB
Memory %89%13%

HW Fit Score Breakdown

orcarouter/Qwen3.8-27B-…

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

qwen2.5-coder-7b-instru…

Speed
44/50
TTFT
20/20
Memory
28/30

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

qwen2.5-coder-7b-instru…

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