starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
Global Score
35 vs 81
Hardware Fit
100 vs 100
Quality Score
7 vs 73
Hardware
starcoder2:3b gemma3n:latest
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperSupermicro AS -2015HS-TNR
CPUCortex-A78AEAMD EPYC 9654P 96-Core Processor
Cores664
RAM7 GB128 GB
GPUIntegrated / UnknownGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSUbuntu 22.04.5 LTSUbuntu 24.04.3 LTS
Archarm64x64
Power Modebalancedperformance
Performance
starcoder2:3b gemma3n:latest
Tokens/sec31.5108.7
First chunk392 ms333 ms
TTFT392 ms333 ms
Load time4.8 s4.5 s
Memory usage1.8 GB8.6 GB
Memory %24%7%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
gemma3n:latest
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest