google/gemma-3-12b

gemma3 · 12B · 4bit

Good

Mar 3, 2026 · Apple M4

qwen2.5:1.5b

qwen2 · 1.5B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

77 vs 70

Hardware Fit

72 vs 100

Quality Score

79 vs 57

Hardware

google/gemma-3-12b qwen2.5:1.5b

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 qwen2.5:1.5b

Tokens/sec7.984.1

TTFT1.8 s119 ms

Load time0.0 s0.5 s

Memory usage0.0 GB2.6 GB

Memory %0%8%

HW Fit Score Breakdown

google/gemma-3-12b

Speed

14/40

TTFT

28/30

Memory

30/30

qwen2.5:1.5b

Speed

40/40

TTFT

30/30

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

qwen2.5:1.5b

Reasoning

8/20

Coding

10/20

Instruction

12/20

Structured

13/15

Math

6/15

Multilingual

8/10

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

View google/gemma-3-12b details | View qwen2.5:1.5b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running