gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
Qwen3.8-27B-UD-IQ4_XS_unsloth:latest
OLLAMA GGUFqwen35 · 27.3B · IQ4_XS
Aug 27, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
91 vs 80
Hardware Fit
89 vs 60
Quality Score
92 vs 89
Hardware
gemma-4-31b-it-qat Qwen3.8-27B-UD-IQ4…
MachineASUSMicro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor
Cores1616
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OScachyos rollingMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced
Performance
gemma-4-31b-it-qat Qwen3.8-27B-UD-IQ4…
Tokens/sec40.210.8
First chunk3 ms891 ms
TTFT302 ms891 ms
Load timeN/A0.0 s
Memory usage18.8 GB17.6 GB
Memory %62%57%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
Qwen3.8-27B-UD-IQ4_XS_u…
Speed
18/50
TTFT
20/20
Memory
22/30
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
Qwen3.8-27B-UD-IQ4_XS_u…
Reasoning
17/20
Coding
18/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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