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llama-3.2-3b-instruct

llama · 3B · 4bit

Good

Mar 3, 2026 · Apple M4

google/gemma-3-12b

gemma3 · 12B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score
72 vs 77
Hardware Fit
100 vs 72
Quality Score
60 vs 79

Hardware

llama-3.2-3b-instr… google/gemma-3-12b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

llama-3.2-3b-instr… google/gemma-3-12b
Tokens/sec48.27.9
TTFT265 ms1.8 s
Load time0.0 s0.0 s
Memory usage0.0 GB0.0 GB
Memory %0%0%

HW Fit Score Breakdown

llama-3.2-3b-instruct

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

google/gemma-3-12b

Speed
14/40
TTFT
28/30
Memory
30/30

Quality

llama-3.2-3b-instruct

Reasoning
9/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running