google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

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

glm-4.7-flash-reap-39-i1

LM-STUDIO GGUF

deepseek2 · Q5_K_M

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

92 vs 80

Hardware Fit

100 vs 97

Quality Score

89 vs 73

Hardware

google/gemma-4-12b… glm-4.7-flash-reap…

MachineMicro-Star International Co., Ltd. MS-7E51Micro-Star International Co., Ltd. MS-7E51

CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor

Cores1616

RAM31 GB31 GB

GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

google/gemma-4-12b… glm-4.7-flash-reap…

Tokens/sec90.7154.8

First chunk26 ms13 ms

TTFT127 ms70 ms

Load timeN/AN/A

Memory usage6.7 GB12.6 GB

Memory %21%41%

HW Fit Score Breakdown

google/gemma-4-12b-qat

Speed

50/50

TTFT

20/20

Memory

30/30

glm-4.7-flash-reap-39-i1

Speed

50/50

TTFT

20/20

Memory

27/30

Quality

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

glm-4.7-flash-reap-39-i1

Reasoning

13/20

Coding

18/20

Instruction

15/20

Structured

15/15

Math

7/15

Multilingual

5/10

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

View google/gemma-4-12b… details | View glm-4.7-flash-reap… 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