mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

Global Score

69 vs 62

Hardware Fit

50 vs 91

Quality Score

77 vs 50

Hardware

mistralai/devstral… llama3.2:1b

MachineMacBook AirASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UV

CPUApple M4AMD Ryzen 9 8945HS

Cores1016

RAM32 GB15 GB

GPUApple M4NVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics

OSmacOS 26.3Microsoft Windows 11 Home 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

mistralai/devstral… llama3.2:1b

Tokens/sec5.7170.2

First chunk5007 ms142 ms

TTFT5.0 s142 ms

Load timeN/A3.2 s

Memory usage13.2 GB1.6 GB

Memory %41%11%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

Memory

30/30

llama3.2:1b

Speed

50/50

TTFT

20/20

Memory

21/30

Quality

mistralai/devstral-smal…

Reasoning

16/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

6/15

Multilingual

10/10

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

llama3.2:1b

Reasoning

4/20

Coding

13/20

Instruction

14/20

Structured

13/15

Math

0/15

Multilingual

6/10

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

View mistralai/devstral… details | View llama3.2:1b 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