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

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

85 vs 74

Hardware Fit

80 vs 66

Quality Score

87 vs 78

Hardware

qwen3.6-27b-mtp-pi… mistralai/magistra…

MachineASUSMacBook Air

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4

Cores1610

RAM31 GB32 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4

OScachyos rollingmacOS 26.3

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen3.6-27b-mtp-pi… mistralai/magistra…

Tokens/sec78.57.9

First chunk5 ms1356 ms

TTFT198 ms1.4 s

Load timeN/AN/A

Memory usage24.6 GB13.2 GB

Memory %81%41%

HW Fit Score Breakdown

qwen3.6-27b-mtp-pi-reas…

Speed

50/50

TTFT

20/20

Memory

10/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

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

mistralai/magistral-sma…

Reasoning

14/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

View qwen3.6-27b-mtp-pi… details | View mistralai/magistra… details

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