starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
qwen3-coder:latest
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
May 24, 2026 · Intel Gen Intel® Core™ i7-1355U
Global Score
35 vs 76
Hardware Fit
100 vs 51
Quality Score
7 vs 87
Hardware
starcoder2:3b qwen3-coder:latest
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperDell Inc. Inspiron 15 3530
CPUCortex-A78AEIntel Gen Intel® Core™ i7-1355U
Cores612
RAM7 GB31 GB
GPUIntegrated / UnknownRaptor Lake-P [Iris Xe Graphics]
OSUbuntu 22.04.5 LTScachyos rolling
Archarm64x64
Power Modebalancedlow-power
Performance
starcoder2:3b qwen3-coder:latest
Tokens/sec31.57.6
First chunk392 ms2037 ms
TTFT392 ms2.0 s
Load time4.8 s8.7 s
Memory usage1.8 GB18.9 GB
Memory %24%61%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3-coder:latest
Speed
13/50
TTFT
18/20
Memory
20/30
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
qwen3-coder:latest
Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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