google/gemma-3-12b

gemma3 · 12B · 4bit

Good

Mar 3, 2026 · Apple M4

qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 2, 2026 · Apple M4

Global Score

77 vs 47

Hardware Fit

72 vs 67

Quality Score

79 vs 38

Hardware

google/gemma-3-12b qwen3:8b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

google/gemma-3-12b qwen3:8b

Tokens/sec7.918.7

TTFT1.8 s12.1 s

Load time0.0 s1.2 s

Memory usage0.0 GB9.5 GB

Memory %0%30%

HW Fit Score Breakdown

google/gemma-3-12b

Speed

14/40

TTFT

28/30

Memory

30/30

qwen3:8b

Speed

31/40

TTFT

6/30

Memory

30/30

Quality

google/gemma-3-12b

Reasoning

13/20

Coding

19/20

Instruction

14/20

Structured

15/15

Math

8/15

Multilingual

10/10

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

qwen3:8b

Reasoning

5/20

Coding

5/20

Instruction

4/20

Structured

12/15

Math

2/15

Multilingual

10/10

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

View google/gemma-3-12b details | View qwen3:8b details

Run yours and compare

npx metrillm@latest bench

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