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gemma2:2b

gemma2 · 2.6B · Q4_0

Good

Mar 1, 2026 · Apple M4

llama3.2:1b

llama · 1.2B · Q8_0

Good

Mar 1, 2026 · Apple M4

Global Score
72 vs 63
Hardware Fit
99 vs 100
Quality Score
54 vs 39

Hardware

gemma2:2b llama3.2:1b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma2:2b llama3.2:1b
Tokens/sec53.828.2
TTFT170 ms199 ms
Load time0.6 s1.8 s
Memory usage2.8 GB4.3 GB
Memory %9%13%

HW Fit Score Breakdown

gemma2:2b

Speed
40/40
TTFT
30/30
Memory
29/30

llama3.2:1b

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

Quality

gemma2:2b

Reasoning
11/20
Coding
0/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running