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smollm2:360m

llama · 361.82M · F16

Marginal

Mar 2, 2026 · Apple M4

llama3.2:3b

llama · 3.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
59 vs 69
Hardware Fit
100 vs 98
Quality Score
32 vs 49

Hardware

smollm2:360m llama3.2:3b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

smollm2:360m llama3.2:3b
Tokens/sec117.927.8
TTFT43 ms285 ms
Load time0.4 s1.9 s
Memory usage1.2 GB7.0 GB
Memory %4%22%

HW Fit Score Breakdown

smollm2:360m

Speed
40/40
TTFT
30/30
Memory
30/30

llama3.2:3b

Speed
38/40
TTFT
30/30
Memory
30/30

Quality

smollm2:360m

Reasoning
4/20
Coding
2/20
Instruction
10/20
Structured
9/15
Math
4/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

llama3.2:3b

Reasoning
11/20
Coding
0/20
Instruction
14/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running