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

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

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

qwen3:30b-a3b-instruct-2507-q4_K_M

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jul 31, 2026 · Intel Core™ i9-14900K

Global Score
74 vs 83
Hardware Fit
46 vs 70
Quality Score
86 vs 89

Hardware

google/gemma-4-12b… qwen3:30b-a3b-inst…
MachineDocker ContainerMicro-Star International Co., Ltd. MS-7D98
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ i9-14900K
Cores1632
RAM15 GB128 GB
GPUTigerLake-H GT1 [UHD Graphics]Intel(R) UHD Graphics 770, NVIDIA Quadro K4000
OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

google/gemma-4-12b… qwen3:30b-a3b-inst…
Tokens/sec5.021.0
First chunk64 ms473 ms
TTFT5.5 s473 ms
Load time9.5 s8.6 s
Memory usage0.0 GB17.7 GB
Memory %0%14%

HW Fit Score Breakdown

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

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

qwen3:30b-a3b-instruct-…

Speed
20/50
TTFT
20/20
Memory
30/30

Quality

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

qwen3:30b-a3b-instruct-…

Reasoning
17/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View google/gemma-4-12b… details | View qwen3:30b-a3b-inst… 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