meta/muse-glimmer

LM-STUDIO GGUF

muse-glimmer

Not Rec.

Aug 17, 2026 · Intel Gen Intel® Core™ i7-13620H

google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

9 vs 92

Hardware Fit

28 vs 100

Quality Score

1 vs 89

Hardware

meta/muse-glimmer google/gemma-4-12b…

MachineLENOVO 82XVMicro-Star International Co., Ltd. MS-7E51

CPUIntel Gen Intel® Core™ i7-13620HAMD Ryzen 7 9700X 8-Core Processor

Cores1616

RAM32 GB31 GB

GPUIntel(R) UHD Graphics, NVIDIA GeForce RTX 4060 Laptop GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

meta/muse-glimmer google/gemma-4-12b…

Tokens/sec3.290.7

First chunk19 ms26 ms

TTFT68.2 s127 ms

Load timeN/AN/A

Memory usage16.9 GB6.7 GB

Memory %53%21%

HW Fit Score Breakdown

meta/muse-glimmer

Speed

5/50

TTFT

0/20

Memory

23/30

google/gemma-4-12b-qat

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

meta/muse-glimmer

Reasoning

0/20

Coding

0/20

Instruction

0/20

Structured

0/15

Math

1/15

Multilingual

0/10

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

google/gemma-4-12b-qat

Reasoning

17/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

11/15

Multilingual

9/10

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

View meta/muse-glimmer 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