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llama3.2:1b

llama · 1.2B · Q8_0

Good

Mar 1, 2026 · Apple M4

gemma3:12b

gemma3 · 12.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
63 vs 67
Hardware Fit
100 vs 79
Quality Score
39 vs 59

Hardware

llama3.2:1b gemma3:12b
Machine—MacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

llama3.2:1b gemma3:12b
Tokens/sec28.212.3
TTFT199 ms656 ms
Load time1.8 s5.5 s
Memory usage4.3 GB11.0 GB
Memory %13%34%

HW Fit Score Breakdown

llama3.2:1b

Speed
40/40
TTFT
30/30
Memory
30/30

gemma3:12b

Speed
19/40
TTFT
30/30
Memory
30/30

Quality

llama3.2:1b

Reasoning
4/20
Coding
0/20
Instruction
14/20
Structured
13/15
Math
1/15
Multilingual
7/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

gemma3:12b

Reasoning
14/20
Coding
0/20
Instruction
13/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View llama3.2:1b details | View gemma3:12b details

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npx metrillm@latest bench

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