google/gemma-3-12b

gemma3 · 12B · 4bit

Good

Mar 3, 2026 · Apple M4

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

77 vs 71

Hardware Fit

72 vs 91

Quality Score

79 vs 62

Hardware

google/gemma-3-12b codegemma:7b

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 codegemma:7b

Tokens/sec7.918.7

TTFT1.8 s320 ms

Load time0.0 s0.8 s

Memory usage0.0 GB8.7 GB

Memory %0%27%

HW Fit Score Breakdown

google/gemma-3-12b

Speed

14/40

TTFT

28/30

Memory

30/30

codegemma:7b

Speed

31/40

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

codegemma:7b

Reasoning

1/20

Coding

14/20

Instruction

13/20

Structured

15/15

Math

10/15

Multilingual

9/10

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

View google/gemma-3-12b details | View codegemma:7b details

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