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qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

gemma-4-31b-it-qat

LM-STUDIO GGUF

gemma4 · 31B · Q4_K_XL

Excellent

Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
89 vs 91
Hardware Fit
88 vs 89
Quality Score
89 vs 92

Hardware

qwen3.8:27b-q8_0 gemma-4-31b-it-qat
MachineDell Inc. PowerEdge XE8545ASUS
CPUAMD EPYC 7713 64-Core ProcessorAMD Ryzen 7 7800X3D 8-Core Processor
Cores12816
RAM1007 GB31 GB
GPUGA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]NVIDIA GeForce RTX 4090, Raphael
OSRocky Linux 8.10cachyos rolling
Archx64x64
Power Modeunknownlow-power

Performance

qwen3.8:27b-q8_0 gemma-4-31b-it-qat
Tokens/sec40.040.2
First chunk177 ms3 ms
TTFT177 ms302 ms
Load time24.7 sN/A
Memory usage51.0 GB18.8 GB
Memory %5%62%

HW Fit Score Breakdown

qwen3.8:27b-q8_0

Speed
38/50
TTFT
20/20
Memory
30/30

gemma-4-31b-it-qat

Speed
50/50
TTFT
20/20
Memory
19/30

Quality

qwen3.8:27b-q8_0

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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
View qwen3.8:27b-q8_0 details | View gemma-4-31b-it-qat details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest