yi:6b

llama · 6B · Q4_0

Excellent

Mar 1, 2026 · Apple M4

llama3.2:3b

llama · 3.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score

80 vs 69

Hardware Fit

100 vs 98

Quality Score

67 vs 49

Hardware

yi:6b 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

yi:6b llama3.2:3b

Tokens/sec27.627.8

TTFT210 ms285 ms

Load time0.4 s1.9 s

Memory usage3.6 GB7.0 GB

Memory %11%22%

HW Fit Score Breakdown

yi:6b

Speed

40/40

TTFT

30/30

Memory

30/30

llama3.2:3b

Speed

38/40

TTFT

30/30

Memory

30/30

Quality

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

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

View yi:6b details | View llama3.2:3b details

Run yours and compare

npx metrillm@latest bench

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