gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
microllm-50m:latest
OLLAMA GGUFllama · 49.31M · F16
Jun 28, 2026 · Apple M4 Pro
Global Score
91 vs 28
Hardware Fit
89 vs 80
Quality Score
92 vs 5
Hardware
gemma-4-31b-it-qat microllm-50m:latest
MachineASUSMac mini
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4 Pro
Cores1612
RAM31 GB24 GB
GPUNVIDIA GeForce RTX 4090, RaphaelApple M4 Pro
OScachyos rollingmacOS 15.6.1
Archx64arm64
Power Modelow-powerbalanced
Performance
gemma-4-31b-it-qat microllm-50m:latest
Tokens/sec40.21000000.0
First chunk3 ms50 ms
TTFT302 ms30.0 s
Load timeN/A0.3 s
Memory usage18.8 GB0.1 GB
Memory %62%1%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
microllm-50m:latest
Speed
50/50
TTFT
0/20
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
microllm-50m:latest
Reasoning
0/20
Coding
0/20
Instruction
5/20
Structured
0/15
Math
0/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor
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