llama3.2:3b
OLLAMA GGUFllama · 3.2B · Q4_K_M
Nov 4, 2026 · Intel Core™ i7-9700
gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
Global Score
71 vs 91
Hardware Fit
90 vs 89
Quality Score
63 vs 92
Hardware
llama3.2:3b gemma-4-31b-it-qat
MachineVMware, Inc. VMware Virtual PlatformASUS
CPUIntel Core™ i7-9700AMD Ryzen 7 7800X3D 8-Core Processor
Cores416
RAM16 GB31 GB
GPUIntegrated / UnknownNVIDIA GeForce RTX 4090, Raphael
OSUbuntu 24.04.5 LTScachyos rolling
Archx64x64
Power Modeunknownlow-power
Performance
llama3.2:3b gemma-4-31b-it-qat
Tokens/sec13.040.2
First chunk536 ms3 ms
TTFT536 ms302 ms
Load time82.5 sN/A
Memory usage2.4 GB18.8 GB
Memory %15%62%
HW Fit Score Breakdown
llama3.2:3b
Speed
40/50
TTFT
20/20
Memory
30/30
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
Quality
llama3.2:3b
Reasoning
11/20
Coding
14/20
Instruction
14/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
gemma-4-31b-it-qat
Reasoning
19/20
Coding
18/20
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
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