gemma4:31b
OLLAMA GGUFgemma4 · 31.3B · Q4_K_M
Jul 7, 2026 · Cortex-X925
llama3.2:1b
OLLAMA GGUFllama · 1.2B · Q8_0
Mar 5, 2026 · AMD Ryzen 9 8945HS
Global Score
83 vs 62
Hardware Fit
60 vs 91
Quality Score
93 vs 50
Hardware
gemma4:31b llama3.2:1b
MachineASUSTeK COMPUTER INC. GX10ASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UV
CPUCortex-X925AMD Ryzen 9 8945HS
Cores2016
RAM122 GB15 GB
GPUDevice 2e12NVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modeperformancebalanced
Performance
gemma4:31b llama3.2:1b
Tokens/sec10.9170.2
First chunk681 ms142 ms
TTFT681 ms142 ms
Load time16.6 s3.2 s
Memory usage21.4 GB1.6 GB
Memory %18%11%
HW Fit Score Breakdown
gemma4:31b
Speed
10/50
TTFT
20/20
Memory
30/30
llama3.2:1b
Speed
50/50
TTFT
20/20
Memory
21/30
Quality
gemma4:31b
Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
llama3.2:1b
Reasoning
4/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
0/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
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