Back to leaderboard

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
71 vs 81
Hardware Fit
56 vs 100
Quality Score
78 vs 73

Hardware

qwen3.5:9b gemma3n:latest
MachineSystem manufacturerSupermicro AS -2015HS-TNR
CPUAMD Ryzen 5 5500AMD EPYC 9654P 96-Core Processor
Cores1264
RAM16 GB128 GB
GPUNVIDIA GeForce RTX 3060GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100Ubuntu 24.04.3 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5:9b gemma3n:latest
Tokens/sec5.3108.7
First chunk1624 ms333 ms
TTFT1.6 s333 ms
Load time4.0 s4.5 s
Memory usage7.9 GB8.6 GB
Memory %50%7%

HW Fit Score Breakdown

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

gemma3n:latest

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

Quality

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View qwen3.5:9b details | View gemma3n:latest 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