laguna-xs-2.1

OLLAMA GGUF

Excellent

Aug 1, 2026 · AMD RYZEN AI MAX+ 395

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

Global Score

84 vs 73

Hardware Fit

100 vs 64

Quality Score

77 vs 77

Hardware

laguna-xs-2.1 mistralai/devstral…

MachineAZW GTR ProMacBook Pro

CPUAMD RYZEN AI MAX+ 395Apple M1 Pro

Cores3210

RAM125 GB32 GB

GPURadeon 8060SApple M1 Pro

OSUbuntu 24.04.4 LTSmacOS 15.6.1

Archx64arm64

Power Modelow-powerbalanced

Performance

laguna-xs-2.1 mistralai/devstral…

Tokens/sec65.911.9

First chunk281 ms7 ms

TTFT281 ms1.1 s

Load time9.9 sN/A

Memory usage30.1 GB19.7 GB

Memory %24%62%

HW Fit Score Breakdown

laguna-xs-2.1

Speed

50/50

TTFT

20/20

Memory

30/30

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

Quality

laguna-xs-2.1

Reasoning

8/20

Coding

18/20

Instruction

16/20

Structured

14/15

Math

11/15

Multilingual

10/10

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

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

View laguna-xs-2.1 details | View mistralai/devstral… 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