gemma4:12b-fast
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700
qwen3.5:9b
OLLAMA GGUFqwen35 · 9.7B · Q4_K_M
Mar 7, 2026 · AMD Ryzen 5 5500
Global Score
85 vs 71
Hardware Fit
80 vs 56
Quality Score
87 vs 78
Hardware
gemma4:12b-fast qwen3.5:9b
MachineASUSSystem manufacturer
CPUIntel Gen Intel® Core™ i7-12700AMD Ryzen 5 5500
Cores2012
RAM30 GB16 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3060
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archx64x64
Power Modelow-powerbalanced
Performance
gemma4:12b-fast qwen3.5:9b
Tokens/sec75.95.3
First chunk169 ms1624 ms
TTFT30.0 s1.6 s
Load time8.4 s4.0 s
Memory usage1.3 GB7.9 GB
Memory %5%50%
HW Fit Score Breakdown
gemma4:12b-fast
Speed
50/50
TTFT
0/20
Memory
30/30
qwen3.5:9b
Speed
11/50
TTFT
20/20
Memory
25/30
Quality
gemma4:12b-fast
Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
qwen3.5:9b
Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest