starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Mar 2, 2026 · Apple M4
hf.co/unsloth/gemma-4-E4B-it-GGUF:Q4_K_M
OLLAMA GGUFgemma4 · 7.52B · unknown
Aug 24, 2026 · Apple M1 Pro
Global Score
39 vs 87
Hardware Fit
100 vs 100
Quality Score
13 vs 82
Hardware
starcoder2:3b hf.co/unsloth/gemm…
MachineMacBook AirMacBook Pro
CPUApple M4Apple M1 Pro
Cores1010
RAM32 GB16 GB
GPUApple M4Apple M1 Pro
OSmacOS 26.3macOS 26.6.2
Archarm64arm64
Power Modebalancedbalanced
Performance
starcoder2:3b hf.co/unsloth/gemm…
Tokens/sec49.435.0
First chunkN/A204 ms
TTFT155 ms204 ms
Load time0.4 s3.9 s
Memory usage3.0 GB4.9 GB
Memory %9%31%
HW Fit Score Breakdown
starcoder2:3b
Speed
40/50
TTFT
30/20
Memory
30/30
hf.co/unsloth/gemma-4-E…
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
starcoder2:3b
Reasoning
0/20
Coding
2/20
Instruction
5/20
Structured
2/15
Math
2/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor
hf.co/unsloth/gemma-4-E…
Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate 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