mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score

73 vs 80

Hardware Fit

64 vs 85

Quality Score

77 vs 78

Hardware

mistralai/devstral… qwen3:8b

MachineMacBook ProHP HP Z8 G4 Workstation

CPUApple M1 ProIntel Xeon® Gold 6230

Cores1080

RAM32 GB252 GB

GPUApple M1 ProTU104GL [Quadro RTX 5000]

OSmacOS 15.6.1Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

mistralai/devstral… qwen3:8b

Tokens/sec11.965.1

First chunk7 ms289 ms

TTFT1.1 s4.2 s

Load timeN/A4.6 s

Memory usage19.7 GB5.6 GB

Memory %62%2%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

qwen3:8b

Speed

50/50

TTFT

5/20

Memory

30/30

Quality

mistralai/devstral-smal…

Reasoning

17/20

Coding

16/20

Instruction

13/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

qwen3:8b

Reasoning

17/20

Coding

10/20

Instruction

14/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

View mistralai/devstral… details | View qwen3:8b 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