smollm2-360m-instruct
LM-STUDIO MLXllama · 360M · bf16
Mar 4, 2026 · Apple M4
hf.co/lmstudio-community/gemma-4-E4B-it-GGUF:Q6_K
OLLAMA GGUFgemma4 · 7.52B · unknown
Aug 23, 2026 · Apple M1 Pro
Global Score
52 vs 88
Hardware Fit
100 vs 100
Quality Score
32 vs 83
Hardware
smollm2-360m-instr… hf.co/lmstudio-com…
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
smollm2-360m-instr… hf.co/lmstudio-com…
Tokens/sec121.134.6
First chunk106 ms210 ms
TTFT106 ms210 ms
Load timeN/A4.0 s
Memory usage0.7 GB3.9 GB
Memory %2%25%
HW Fit Score Breakdown
smollm2-360m-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
hf.co/lmstudio-communit…
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
smollm2-360m-instruct
Reasoning
4/20
Coding
3/20
Instruction
12/20
Structured
7/15
Math
2/15
Multilingual
4/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Weak Math: Poor Multilingual: Weak
hf.co/lmstudio-communit…
Reasoning
14/20
Coding
18/20
Instruction
17/20
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
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest