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llama3:latest

llama · 8.0B · Q4_0

Good

Mar 1, 2026 · Apple M4

smollm2:360m

llama · 361.82M · F16

Marginal

Mar 1, 2026 · Apple M4

Global Score
68 vs 58
Hardware Fit
94 vs 99
Quality Score
51 vs 30

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/sec21.4115.1
TTFT297 ms39 ms
Load time0.8 s0.4 s
Memory usage5.6 GB1.2 GB
Memory %18%4%

HW Fit Score Breakdown

llama3:latest

Speed
34/40
TTFT
30/30
Memory
30/30

smollm2:360m

Speed
40/40
TTFT
30/30
Memory
29/30

Quality

llama3:latest

Reasoning
9/20
Coding
0/20
Instruction
15/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Weak Coding: Poor Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

smollm2:360m

Reasoning
4/20
Coding
0/20
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