qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

yi:6b

llama · 6B · Q4_0

Excellent

Mar 1, 2026 · Apple M4

Global Score

42 vs 80

Hardware Fit

60 vs 100

Quality Score

30 vs 67

Hardware

qwen3:8b yi:6b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modeunknownbalanced

Performance

qwen3:8b yi:6b

Tokens/sec18.227.6

TTFT12.4 s210 ms

Load time2.7 s0.4 s

Memory usage9.5 GB3.6 GB

Memory %30%11%

HW Fit Score Breakdown

qwen3:8b

Speed

27/40

TTFT

3/30

Memory

30/30

yi:6b

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

qwen3:8b

Reasoning

9/20

Coding

0/20

Instruction

5/20

Structured

4/15

Math

3/15

Multilingual

9/10

Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Strong

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

View qwen3:8b details | View yi:6b details

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