qwen3.5:0.8b

qwen35 · 873.44M · Q8_0

Good

Mar 2, 2026 · Apple M4

llama3.1:8b

llama · 8.0B · Q4_K_M

Not Rec.

Feb 28, 2026 · Apple M4 Pro

Global Score

65 vs 66

Hardware Fit

99 vs 56

Quality Score

51 vs 70

Hardware

qwen3.5:0.8b llama3.1:8b

MachineMacBook AirMac Mini

CPUApple M4Apple M4 Pro

Cores1014

RAM32 GB64 GB

GPUApple M4Apple M4 Pro

OSmacOS 26.3macOS 15.7.4

Archarm64arm64

Power Modebalancedunknown

Performance

qwen3.5:0.8b llama3.1:8b

Tokens/sec48.25.5

TTFT195 ms1.4 s

Load time1.0 s3.7 s

Memory usage2.5 GB28.6 GB

Memory %8%45%

HW Fit Score Breakdown

qwen3.5:0.8b

Speed

40/40

TTFT

30/30

Memory

29/30

llama3.1:8b

Speed

5/40

TTFT

22/30

Memory

29/30

Quality

qwen3.5:0.8b

Reasoning

9/20

Coding

6/20

Instruction

11/20

Structured

13/15

Math

5/15

Multilingual

7/10

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

llama3.1:8b

Reasoning

12/20

Coding

17/20

Instruction

14/20

Structured

13/15

Math

4/15

Multilingual

10/10

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

View qwen3.5:0.8b details | View llama3.1:8b details

Run yours and compare

npx metrillm@latest bench

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