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smollm2:360m

llama · 361.82M · F16

Marginal

Mar 1, 2026 · Apple M4

yi:6b

llama · 6B · Q4_0

Excellent

Mar 1, 2026 · Apple M4

Global Score
58 vs 80
Hardware Fit
99 vs 100
Quality Score
30 vs 67

Hardware

smollm2:360m yi:6b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

smollm2:360m yi:6b
Tokens/sec115.127.6
TTFT39 ms210 ms
Load time0.4 s0.4 s
Memory usage1.2 GB3.6 GB
Memory %4%11%

HW Fit Score Breakdown

smollm2:360m

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

yi:6b

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

Quality

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

yi:6b

Reasoning
11/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
6/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Adequate

Run yours and compare

npx metrillm@latest bench

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