mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

google/gemma-4-26b-a4b-it-qat

LM-STUDIO GGUF

gemma4 · 26B · Q4_0

Excellent

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score

73 vs 82

Hardware Fit

64 vs 56

Quality Score

77 vs 93

Hardware

mistralai/devstral… google/gemma-4-26b…

MachineMacBook ProDocker Container

CPUApple M1 ProIntel Gen Intel® Core™ i9-11900H

Cores1016

RAM32 GB15 GB

GPUApple M1 ProTigerLake-H GT1 [UHD Graphics]

OSmacOS 15.6.1Ubuntu 26.04 LTS

Archarm64x64

Power Modebalancedperformance

Performance

mistralai/devstral… google/gemma-4-26b…

Tokens/sec11.912.0

First chunk7 ms86 ms

TTFT1.1 s2.8 s

Load timeN/A57.2 s

Memory usage19.7 GB9.1 GB

Memory %62%59%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

google/gemma-4-26b-a4b-…

Speed

22/50

TTFT

14/20

Memory

20/30

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

google/gemma-4-26b-a4b-…

Reasoning

17/20

Coding

19/20

Instruction

20/20

Structured

14/15

Math

13/15

Multilingual

10/10

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

View mistralai/devstral… details | View google/gemma-4-26b… 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