mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score

74 vs 72

Hardware Fit

66 vs 89

Quality Score

78 vs 64

Hardware

mistralai/magistra… qwen3-vl:8b

MachineMacBook AirHP HP Z8 G4 Workstation

CPUApple M4Intel Xeon® Gold 6230

Cores1080

RAM32 GB252 GB

GPUApple M4TU104GL [Quadro RTX 5000]

OSmacOS 26.3Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

mistralai/magistra… qwen3-vl:8b

Tokens/sec7.968.2

First chunk1356 ms285 ms

TTFT1.4 s2.0 s

Load timeN/A42.4 s

Memory usage13.2 GB7.1 GB

Memory %41%3%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

qwen3-vl:8b

Speed

50/50

TTFT

9/20

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

qwen3-vl:8b

Reasoning

16/20

Coding

3/20

Instruction

10/20

Structured

11/15

Math

14/15

Multilingual

10/10

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

View mistralai/magistra… details | View qwen3-vl: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