gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
deepseek-coder-v2:16b
OLLAMA GGUFdeepseek2 · 15.7B · Q4_0
Sep 15, 2026 · Intel Core™ i5-14400F
Global Score
91 vs 83
Hardware Fit
89 vs 100
Quality Score
92 vs 75
Hardware
gemma-4-31b-it-qat deepseek-coder-v2:…
MachineASUSGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Core™ i5-14400F
Cores1616
RAM31 GB32 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce RTX 5060 Ti
OScachyos rollingMicrosoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modelow-powerbalanced
Performance
gemma-4-31b-it-qat deepseek-coder-v2:…
Tokens/sec40.2150.4
First chunk3 ms116 ms
TTFT302 ms116 ms
Load timeN/A5.8 s
Memory usage18.8 GB9.4 GB
Memory %62%30%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
deepseek-coder-v2:16b
Speed
50/50
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
deepseek-coder-v2:16b
Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
9/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate 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