starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
qwen3.5-35b-a3b-uncensored-hauhaucs-aggressive
LM-STUDIO GGUFqwen35moe · 35B · Q4_K_M
Apr 21, 2026 · Apple M2 Max
Global Score
35 vs 71
Hardware Fit
100 vs 92
Quality Score
7 vs 62
Hardware
starcoder2:3b qwen3.5-35b-a3b-un…
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMac Studio
CPUCortex-A78AEApple M2 Max
Cores612
RAM7 GB96 GB
GPUIntegrated / UnknownApple M2 Max
OSUbuntu 22.04.5 LTSmacOS 26.1
Archarm64arm64
Power Modebalancedbalanced
Performance
starcoder2:3b qwen3.5-35b-a3b-un…
Tokens/sec31.559.8
First chunk392 ms12 ms
TTFT392 ms2.4 s
Load time4.8 sN/A
Memory usage1.8 GB29.7 GB
Memory %24%31%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.5-35b-a3b-uncenso…
Speed
50/50
TTFT
12/20
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-uncenso…
Reasoning
18/20
Coding
8/20
Instruction
13/20
Structured
6/15
Math
12/15
Multilingual
5/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Weak Math: Strong Multilingual: Adequate
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