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llama3:latest

llama · 8.0B · Q4_0

Good

Mar 2, 2026 · Apple M4

smollm2:360m

llama · 361.82M · F16

Marginal

Mar 2, 2026 · Apple M4

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

Hardware

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

Performance

llama3:latest smollm2:360m
Tokens/sec22.3117.9
TTFT295 ms43 ms
Load time0.8 s0.4 s
Memory usage5.6 GB1.2 GB
Memory %18%4%

HW Fit Score Breakdown

llama3:latest

Speed
35/40
TTFT
30/30
Memory
30/30

smollm2:360m

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

Quality

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

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running