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devstral:latest

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

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

Global Score
80 vs 74
Hardware Fit
79 vs 46
Quality Score
80 vs 86

Hardware

devstral:latest google/gemma-4-12b…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Docker Container
CPUIntel Core™ i5-14400FIntel Gen Intel® Core™ i9-11900H
Cores1616
RAM32 GB15 GB
GPUNVIDIA GeForce RTX 5060 TiTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Professionnel 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

devstral:latest google/gemma-4-12b…
Tokens/sec20.05.0
First chunk146 ms64 ms
TTFT146 ms5.5 s
Load time6.5 s9.5 s
Memory usage14.2 GB0.0 GB
Memory %45%0%

HW Fit Score Breakdown

devstral:latest

Speed
33/50
TTFT
20/20
Memory
26/30

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

devstral:latest

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View devstral:latest details | View google/gemma-4-12b… 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