mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

qwen3.8-27b-nvfp4-budget

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

74 vs 89

Hardware Fit

66 vs 96

Quality Score

78 vs 86

Hardware

mistralai/magistra… qwen3.8-27b-nvfp4-…

MachineMacBook AirMicro-Star International Co., Ltd. MS-7E51

CPUApple M4AMD Ryzen 7 9700X 8-Core Processor

Cores1016

RAM32 GB31 GB

GPUApple M4NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

mistralai/magistra… qwen3.8-27b-nvfp4-…

Tokens/sec7.948.5

First chunk1356 ms39 ms

TTFT1.4 s283 ms

Load timeN/AN/A

Memory usage13.2 GB13.7 GB

Memory %41%44%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-nvfp4-budget

Speed

50/50

TTFT

20/20

Memory

26/30

Quality

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

qwen3.8-27b-nvfp4-budget

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View mistralai/magistra… details | View qwen3.8-27b-nvfp4-… 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