Back to leaderboard

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

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

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

Global Score
89 vs 68
Hardware Fit
88 vs 93
Quality Score
89 vs 57

Hardware

qwen3.8:27b-q8_0 google/gemma-4-e4b
MachineDell Inc. PowerEdge XE8545LENOVO 82JQ
CPUAMD EPYC 7713 64-Core ProcessorAMD Ryzen 7 5800H
Cores12816
RAM1007 GB16 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 3060 Laptop GPU
OSRocky Linux 8.10Microsoft Windows 11 家庭版 中文版 10.0.26100
Archx64x64
Power Modeunknownbalanced

Performance

qwen3.8:27b-q8_0 google/gemma-4-e4b
Tokens/sec40.026.2
First chunk177 ms17 ms
TTFT177 ms572 ms
Load time24.7 sN/A
Memory usage51.0 GB6.5 GB
Memory %5%41%

HW Fit Score Breakdown

qwen3.8:27b-q8_0

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

google/gemma-4-e4b

Speed
46/50
TTFT
20/20
Memory
27/30

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

google/gemma-4-e4b

Reasoning
17/20
Coding
19/20
Instruction
4/20
Structured
4/15
Math
12/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Weak Math: Strong Multilingual: Poor
View qwen3.8:27b-q8_0 details | View google/gemma-4-e4b 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