gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
llama3.2:3b
OLLAMA GGUFllama · 3.2B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
91 vs 67
Hardware Fit
89 vs 77
Quality Score
92 vs 63
Hardware
gemma-4-31b-it-qat llama3.2:3b
MachineASUSLENOVO 20U30029MB
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Core™ i5-10210U
Cores168
RAM31 GB15 GB
GPUNVIDIA GeForce RTX 4090, RaphaelCometLake-U GT2 [UHD Graphics]
OScachyos rollingPop 24.04 LTS
Archx64x64
Power Modelow-powerlow-power
Performance
gemma-4-31b-it-qat llama3.2:3b
Tokens/sec40.210.0
First chunk3 ms1166 ms
TTFT302 ms1.2 s
Load timeN/A6.8 s
Memory usage18.8 GB3.8 GB
Memory %62%25%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
llama3.2:3b
Speed
27/50
TTFT
20/20
Memory
30/30
Quality
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
llama3.2:3b
Reasoning
11/20
Coding
15/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor 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