mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

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

LM-STUDIO GGUF

gemma4 · 26B · Q4_K_XL

Excellent

Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

73 vs 88

Hardware Fit

64 vs 77

Quality Score

77 vs 93

Hardware

mistralai/devstral… gemma-4-26b-a4b-it…

MachineMacBook ProASUS

CPUApple M1 ProAMD Ryzen 7 7800X3D 8-Core Processor

Cores1016

RAM32 GB31 GB

GPUApple M1 ProNVIDIA GeForce RTX 4090, Raphael

OSmacOS 15.6.1cachyos rolling

Archarm64x64

Power Modebalancedlow-power

Performance

mistralai/devstral… gemma-4-26b-a4b-it…

Tokens/sec11.9170.5

First chunk7 ms13 ms

TTFT1.1 s121 ms

Load timeN/AN/A

Memory usage19.7 GB26.0 GB

Memory %62%85%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

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

Speed

50/50

TTFT

20/20

Memory

7/30

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

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

Reasoning

19/20

Coding

19/20

Instruction

18/20

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 gemma-4-26b-a4b-it… 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