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smollm2:360m

llama · 361.82M · F16

Marginal

Mar 2, 2026 · Apple M4

llama3:latest

llama · 8.0B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
52 vs 71
Hardware Fit
100 vs 95
Quality Score
32 vs 60

Hardware

smollm2:360m llama3:latest
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

smollm2:360m llama3:latest
Tokens/sec117.922.3
TTFT43 ms295 ms
Load time0.4 s0.8 s
Memory usage1.2 GB5.6 GB
Memory %4%18%

HW Fit Score Breakdown

smollm2:360m

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

llama3:latest

Speed
35/40
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:latest

Reasoning
9/20
Coding
9/20
Instruction
15/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Weak Coding: Weak Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running