starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
gemma4:e2b
OLLAMA GGUFgemma4 · 5.1B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
35 vs 76
Hardware Fit
100 vs 82
Quality Score
7 vs 73
Hardware
starcoder2:3b gemma4:e2b
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperLENOVO 20U30029MB
CPUCortex-A78AEIntel Core™ i5-10210U
Cores68
RAM7 GB15 GB
GPUIntegrated / UnknownCometLake-U GT2 [UHD Graphics]
OSUbuntu 22.04.5 LTSPop 24.04 LTS
Archarm64x64
Power Modebalancedperformance
Performance
starcoder2:3b gemma4:e2b
Tokens/sec31.513.5
First chunk392 ms1270 ms
TTFT392 ms1.3 s
Load time4.8 s13.4 s
Memory usage1.8 GB6.5 GB
Memory %24%42%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
gemma4:e2b
Speed
35/50
TTFT
20/20
Memory
27/30
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
gemma4:e2b
Reasoning
10/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong 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