qwen3.6-27b-mtp-pi-reasoning

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

hf.co/bloomer010/Ling-3.0-tiny-GGUF:Q8_0

OLLAMA GGUF

bailingmoe3 · 7.89B · unknown

Good

Aug 23, 2026 · Apple M1 Pro

Global Score

85 vs 68

Hardware Fit

80 vs 93

Quality Score

87 vs 57

Hardware

qwen3.6-27b-mtp-pi… hf.co/bloomer010/L…

MachineASUSMacBook Pro

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M1 Pro

Cores1610

RAM31 GB16 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M1 Pro

OScachyos rollingmacOS 26.6.2

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen3.6-27b-mtp-pi… hf.co/bloomer010/L…

Tokens/sec78.558.9

First chunk5 ms208 ms

TTFT198 ms208 ms

Load timeN/A4.4 s

Memory usage24.6 GB8.5 GB

Memory %81%53%

HW Fit Score Breakdown

qwen3.6-27b-mtp-pi-reas…

Speed

50/50

TTFT

20/20

Memory

10/30

hf.co/bloomer010/Ling-3…

Speed

50/50

TTFT

20/20

Memory

23/30

Quality

qwen3.6-27b-mtp-pi-reas…

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

12/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

hf.co/bloomer010/Ling-3…

Reasoning

19/20

Coding

17/20

Instruction

3/20

Structured

1/15

Math

15/15

Multilingual

2/10

Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

View qwen3.6-27b-mtp-pi… details | View hf.co/bloomer010/L… details

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$ npm install -g metrillm@latest

$ metrillm

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Or run without installing: npx metrillm@latest