gemma4:12b-fast
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700
qwen3.5:122b-a10b
OLLAMA GGUFqwen35moe · 125.1B · Q4_K_M
Mar 12, 2026 · AMD RYZEN AI MAX+ 395
Global Score
85 vs 80
Hardware Fit
80 vs 52
Quality Score
87 vs 92
Hardware
gemma4:12b-fast qwen3.5:122b-a10b
MachineASUSAZW GTR Pro
CPUIntel Gen Intel® Core™ i7-12700AMD RYZEN AI MAX+ 395
Cores2032
RAM30 GB125 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Radeon 8060S
OSUbuntu 26.04.1 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerperformance
Performance
gemma4:12b-fast qwen3.5:122b-a10b
Tokens/sec75.919.1
First chunk169 ms467 ms
TTFT30.0 s467 ms
Load time8.4 s30.0 s
Memory usage1.3 GB89.3 GB
Memory %5%72%
HW Fit Score Breakdown
gemma4:12b-fast
Speed
50/50
TTFT
0/20
Memory
30/30
qwen3.5:122b-a10b
Speed
18/50
TTFT
20/20
Memory
14/30
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
qwen3.5:122b-a10b
Reasoning
19/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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