mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score

74 vs 68

Hardware Fit

66 vs 59

Quality Score

78 vs 72

Hardware

mistralai/magistra… qwen2.5-coder:7b

MachineMacBook AirASUS

CPUApple M4Intel Gen Intel® Core™ i7-13700K

Cores1024

RAM32 GB64 GB

GPUApple M4NVIDIA GeForce RTX 3070

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedunknown

Performance

mistralai/magistra… qwen2.5-coder:7b

Tokens/sec7.934.4

First chunk1356 ms1991 ms

TTFT1.4 s2.0 s

Load timeN/A40.6 s

Memory usage13.2 GB5.0 GB

Memory %41%8%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

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

qwen2.5-coder:7b

Reasoning

11/20

Coding

18/20

Instruction

12/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View mistralai/magistra… details | View qwen2.5-coder:7b 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