gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
Global Score
81 vs 35
Hardware Fit
100 vs 100
Quality Score
73 vs 7
Hardware
gemma3n:latest starcoder2:3b
MachineSupermicro AS -2015HS-TNRNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUAMD EPYC 9654P 96-Core ProcessorCortex-A78AE
Cores646
RAM128 GB7 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]Integrated / Unknown
OSUbuntu 24.04.3 LTSUbuntu 22.04.5 LTS
Archx64arm64
Power Modeperformancebalanced
Performance
gemma3n:latest starcoder2:3b
Tokens/sec108.731.5
First chunk333 ms392 ms
TTFT333 ms392 ms
Load time4.5 s4.8 s
Memory usage8.6 GB1.8 GB
Memory %7%24%
HW Fit Score Breakdown
gemma3n:latest
Speed
50/50
TTFT
20/20
Memory
30/30
starcoder2:3b
Speed
50/50
TTFT
20/20
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
starcoder2:3b
Reasoning
0/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
1/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest