mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

gemma3:12b

OLLAMA GGUF

gemma3 · 12.2B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score

73 vs 80

Hardware Fit

64 vs 83

Quality Score

77 vs 78

Hardware

mistralai/devstral… gemma3:12b

MachineMacBook ProMacBook Air

CPUApple M1 ProApple M4

Cores1010

RAM32 GB32 GB

GPUApple M1 ProApple M4

OSmacOS 15.6.1macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

mistralai/devstral… gemma3:12b

Tokens/sec11.912.7

First chunk7 msN/A

TTFT1.1 s560 ms

Load timeN/A2.8 s

Memory usage19.7 GB11.0 GB

Memory %62%34%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

gemma3:12b

Speed

23/50

TTFT

30/20

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

gemma3:12b

Reasoning

14/20

Coding

19/20

Instruction

13/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

View mistralai/devstral… details | View gemma3:12b 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