Back to leaderboard

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

qwen3.5:27b

OLLAMA GGUF

qwen35 · 27.8B · Q4_K_M

Good

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Global Score
62 vs 79
Hardware Fit
77 vs 57
Quality Score
55 vs 89

Hardware

google/gemma-4-e4b qwen3.5:27b
MachineLENOVO 82JQAZW GTR Pro
CPUAMD Ryzen 7 5800HAMD RYZEN AI MAX+ 395 w/ Radeon 8060S
Cores1632
RAM16 GB125 GB
GPUNVIDIA GeForce RTX 3060 Laptop GPUIntegrated / Apple Silicon
OSMicrosoft Windows 11 家庭版 中文版 10.0.26100Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedperformance

Performance

google/gemma-4-e4b qwen3.5:27b
Tokens/sec27.610.7
First chunk23 ms341 ms
TTFT480 ms341 ms
Load timeN/A10.2 s
Memory usage13.2 GB39.7 GB
Memory %83%32%

HW Fit Score Breakdown

google/gemma-4-e4b

Speed
48/50
TTFT
20/20
Memory
9/30

qwen3.5:27b

Speed
9/50
TTFT
20/20
Memory
28/30

Quality

google/gemma-4-e4b

Reasoning
18/20
Coding
17/20
Instruction
5/20
Structured
3/15
Math
11/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Poor

qwen3.5:27b

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View google/gemma-4-e4b details | View qwen3.5:27b 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