starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
qwen3.5:35b-a3b-q4_K_M
OLLAMA GGUFqwen35moe · 36.0B · Q4_K_M
Aug 22, 2026 · Intel Xeon® E5-2637 v3
Global Score
35 vs 82
Hardware Fit
100 vs 69
Quality Score
7 vs 87
Hardware
starcoder2:3b qwen3.5:35b-a3b-q4…
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperDell Inc. Precision Tower 7910
CPUCortex-A78AEIntel Xeon® E5-2637 v3
Cores616
RAM7 GB96 GB
GPUIntegrated / UnknownNVIDIA GeForce RTX 3090, NVIDIA GeForce RTX 3060
OSUbuntu 22.04.5 LTSMicrosoft Windows 10 Pro 10.0.19045
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:3b qwen3.5:35b-a3b-q4…
Tokens/sec31.520.4
First chunk392 ms1362 ms
TTFT392 ms1.4 s
Load time4.8 s34.2 s
Memory usage1.8 GB22.7 GB
Memory %24%24%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.5:35b-a3b-q4_K_M
Speed
23/50
TTFT
16/20
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
qwen3.5:35b-a3b-q4_K_M
Reasoning
17/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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