Back to leaderboard

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

qwen3.5:0.8b

OLLAMA GGUF

qwen35 · 873.44M · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score
81 vs 18
Hardware Fit
100 vs 53
Quality Score
73 vs 3

Hardware

gemma3n:latest qwen3.5:0.8b
MachineSupermicro AS -2015HS-TNRLENOVO 20L7CTO1WW
CPUAMD EPYC 9654P 96-Core ProcessorIntel Core™ i5-8350U
Cores648
RAM128 GB23 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]Kaby Lake-R GT2 [UHD Graphics 620]
OSUbuntu 24.04.3 LTSFedora Linux 43
Archx64x64
Power Modeperformancelow-power

Performance

gemma3n:latest qwen3.5:0.8b
Tokens/sec108.79.4
First chunk333 ms799 ms
TTFT333 ms30.0 s
Load time4.5 s3.3 s
Memory usage8.6 GB1.9 GB
Memory %7%8%

HW Fit Score Breakdown

gemma3n:latest

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

qwen3.5:0.8b

Speed
23/50
TTFT
0/20
Memory
30/30

Quality

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

qwen3.5:0.8b

Reasoning
0/20
Coding
0/20
Instruction
2/20
Structured
0/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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