starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
deepseek-coder-1.3b-instruct
LM-STUDIO GGUFllama · 1.3B · Q8_0
Mar 6, 2026 · Intel Core™ i5-5300U
Global Score
35 vs 30
Hardware Fit
100 vs 66
Quality Score
7 vs 14
Hardware
starcoder2:3b deepseek-coder-1.3…
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperLENOVO 20BUS00700
CPUCortex-A78AEIntel Core™ i5-5300U
Cores64
RAM7 GB16 GB
GPUIntegrated / UnknownIntel(R) HD Graphics 5500
OSUbuntu 22.04.5 LTSMicrosoft Windows 10 Professionnel 10.0.19045
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:3b deepseek-coder-1.3…
Tokens/sec31.57.1
First chunk392 ms3448 ms
TTFT392 ms3.4 s
Load time4.8 sN/A
Memory usage1.8 GB1.3 GB
Memory %24%9%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
deepseek-coder-1.3b-ins…
Speed
24/50
TTFT
15/20
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
deepseek-coder-1.3b-ins…
Reasoning
0/20
Coding
3/20
Instruction
3/20
Structured
6/15
Math
0/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Weak 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