Back to leaderboard

qwen3.5:9b-q8_0

OLLAMA GGUF

qwen35 · 9.7B · Q8_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

Global Score
86 vs 81
Hardware Fit
100 vs 100
Quality Score
80 vs 73

Hardware

qwen3.5:9b-q8_0 gemma3n:latest
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Supermicro AS -2015HS-TNR
CPUIntel Core™ i5-14400FAMD EPYC 9654P 96-Core Processor
Cores1664
RAM32 GB128 GB
GPUNVIDIA GeForce RTX 5060 TiGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows 11 Professionnel 10.0.26200Ubuntu 24.04.3 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5:9b-q8_0 gemma3n:latest
Tokens/sec37.7108.7
First chunk120 ms333 ms
TTFT120 ms333 ms
Load time8.3 s4.5 s
Memory usage8.4 GB8.6 GB
Memory %26%7%

HW Fit Score Breakdown

qwen3.5:9b-q8_0

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

gemma3n:latest

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

Quality

qwen3.5:9b-q8_0

Reasoning
14/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong 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

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