google/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_0
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
qwen3-coder:30b-a3b-q8_0
OLLAMA GGUFqwen3moe · 30.5B · Q8_0
Jun 18, 2026 · AMD Ryzen 5 5500U
Global Score
74 vs 78
Hardware Fit
46 vs 54
Quality Score
86 vs 88
Hardware
google/gemma-4-12b… qwen3-coder:30b-a3…
MachineDocker ContainerHP HP Pavilion Laptop 15-eh1xxx
CPUIntel Gen Intel® Core™ i9-11900HAMD Ryzen 5 5500U
Cores1612
RAM15 GB63 GB
GPUTigerLake-H GT1 [UHD Graphics]AMD Radeon(TM) Graphics
OSUbuntu 26.04 LTSMicrosoft Windows 10 Enterprise LTSC 10.0.19044
Archx64x64
Power Modeperformancebalanced
Performance
google/gemma-4-12b… qwen3-coder:30b-a3…
Tokens/sec5.08.0
First chunk64 ms1468 ms
TTFT5.5 s1.5 s
Load time9.5 s114.5 s
Memory usage0.0 GB33.5 GB
Memory %0%53%
HW Fit Score Breakdown
google/gemma-4-12b-it-qat
Speed
9/50
TTFT
7/20
Memory
30/30
qwen3-coder:30b-a3b-q8_0
Speed
11/50
TTFT
19/20
Memory
24/30
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-coder:30b-a3b-q8_0
Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
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npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest