mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score

74 vs 87

Hardware Fit

66 vs 100

Quality Score

78 vs 82

Hardware

mistralai/magistra… Ling-3.0-tiny-IQ4_…

MachineMacBook AirASUSTeK COMPUTER INC. GL702VMK

CPUApple M4Intel Core™ i7-7700HQ

Cores108

RAM32 GB16 GB

GPUApple M4NVIDIA GeForce GTX 1060

OSmacOS 26.3Microsoft Windows 11 Home 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

mistralai/magistra… Ling-3.0-tiny-IQ4_…

Tokens/sec7.924.7

First chunk1356 ms283 ms

TTFT1.4 s283 ms

Load timeN/A45.8 s

Memory usage13.2 GB4.3 GB

Memory %41%27%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Ling-3.0-tiny-IQ4_XS:la…

Speed

50/50

TTFT

20/20

Memory

30/30

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

Ling-3.0-tiny-IQ4_XS:la…

Reasoning

17/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

9/15

Multilingual

9/10

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

View mistralai/magistra… details | View Ling-3.0-tiny-IQ4_… 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