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google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

qwen3.6-27b-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q5_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
68 vs 89
Hardware Fit
93 vs 85
Quality Score
57 vs 91

Hardware

google/gemma-4-e4b qwen3.6-27b-mtp
MachineLENOVO 82JQASUS
CPUAMD Ryzen 7 5800HAMD Ryzen 7 7800X3D 8-Core Processor
Cores1616
RAM16 GB31 GB
GPUNVIDIA GeForce RTX 3060 Laptop GPUNVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 家庭版 中文版 10.0.26100cachyos rolling
Archx64x64
Power Modebalancedperformance

Performance

google/gemma-4-e4b qwen3.6-27b-mtp
Tokens/sec26.274.9
First chunk17 ms3 ms
TTFT572 ms235 ms
Load timeN/AN/A
Memory usage6.5 GB21.5 GB
Memory %41%70%

HW Fit Score Breakdown

google/gemma-4-e4b

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

qwen3.6-27b-mtp

Speed
50/50
TTFT
20/20
Memory
15/30

Quality

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

qwen3.6-27b-mtp

Reasoning
18/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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