google/gemma-3-12b

gemma3 · 12B · 4bit

Good

Mar 3, 2026 · Apple M4

llama3.1:8b

llama · 8.0B · Q4_K_M

Not Rec.

Feb 28, 2026 · Apple M4 Pro

Global Score

77 vs 66

Hardware Fit

72 vs 56

Quality Score

79 vs 70

Hardware

google/gemma-3-12b 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

google/gemma-3-12b llama3.1:8b

Tokens/sec7.95.5

TTFT1.8 s1.4 s

Load time0.0 s3.7 s

Memory usage0.0 GB28.6 GB

Memory %0%45%

HW Fit Score Breakdown

google/gemma-3-12b

Speed

14/40

TTFT

28/30

Memory

30/30

llama3.1:8b

Speed

5/40

TTFT

22/30

Memory

29/30

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

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 google/gemma-3-12b details | View llama3.1:8b details

Run yours and compare

npx metrillm@latest bench

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