mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

qwen3.5-0.8b

LM-STUDIO GGUF

qwen35 · 0.8B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

74 vs 48

Hardware Fit

66 vs 61

Quality Score

78 vs 42

Hardware

mistralai/magistra… qwen3.5-0.8b

MachineMacBook AirLENOVO 20BUS00700

CPUApple M4Intel Core™ i5-5300U

Cores104

RAM32 GB16 GB

GPUApple M4Intel(R) HD Graphics 5500

OSmacOS 26.3Microsoft Windows 10 Professionnel 10.0.19045

Archarm64x64

Power Modebalancedbalanced

Performance

mistralai/magistra… qwen3.5-0.8b

Tokens/sec7.96.2

First chunk1356 ms4461 ms

TTFT1.4 s4.5 s

Load timeN/AN/A

Memory usage13.2 GB0.7 GB

Memory %41%4%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

qwen3.5-0.8b

Speed

22/50

TTFT

12/20

Memory

27/30

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

qwen3.5-0.8b

Reasoning

10/20

Coding

2/20

Instruction

10/20

Structured

12/15

Math

2/15

Multilingual

6/10

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

View mistralai/magistra… details | View qwen3.5-0.8b 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