qwen3.5:9b

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

llama3.1:8b

llama · 8.0B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

80 vs 75

Hardware Fit

81 vs 93

Quality Score

80 vs 67

Hardware

qwen3.5:9b llama3.1:8b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:9b llama3.1:8b

Tokens/sec11.820.3

TTFT523 ms315 ms

Load time2.9 s1.1 s

Memory usage9.1 GB10.4 GB

Memory %28%33%

HW Fit Score Breakdown

qwen3.5:9b

Speed

21/40

TTFT

30/30

Memory

30/30

llama3.1:8b

Speed

33/40

TTFT

30/30

Memory

30/30

Quality

qwen3.5:9b

Reasoning

14/20

Coding

16/20

Instruction

15/20

Structured

15/15

Math

10/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

llama3.1:8b

Reasoning

12/20

Coding

15/20

Instruction

13/20

Structured

13/15

Math

4/15

Multilingual

10/10

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

View qwen3.5:9b details | View llama3.1:8b details

Run yours and compare

npx metrillm@latest bench

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