Back to leaderboard

qwen3.8:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Good

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

Global Score
68 vs 81
Hardware Fit
22 vs 100
Quality Score
88 vs 73

Hardware

qwen3.8:latest gemma3n:latest
MachineSystem manufacturerSupermicro AS -2015HS-TNR
CPUAMD Ryzen 9 5950X 16-Core ProcessorAMD EPYC 9654P 96-Core Processor
Cores3264
RAM32 GB128 GB
GPUNVIDIA GeForce RTX 3090GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows 11 Pro 10.0.26300Ubuntu 24.04.3 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.8:latest gemma3n:latest
Tokens/sec10.0108.7
First chunk1041 ms333 ms
TTFT14.3 s333 ms
Load time22.3 s4.5 s
Memory usage26.2 GB8.6 GB
Memory %82%7%

HW Fit Score Breakdown

qwen3.8:latest

Speed
12/50
TTFT
1/20
Memory
9/30

gemma3n:latest

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

Quality

qwen3.8:latest

Reasoning
19/20
Coding
19/20
Instruction
10/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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