llama3.2:1b
llama · 1.2B · Q8_0
Mar 1, 2026 · Apple M4
llama3.1:8b
llama · 8.0B · Q4_K_M
Mar 2, 2026 · Apple M4
Global Score
63 vs 77
Hardware Fit
100 vs 93
Quality Score
39 vs 67
Hardware
llama3.2:1b llama3.1:8b
Machine—MacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
llama3.2:1b llama3.1:8b
Tokens/sec28.220.3
TTFT199 ms315 ms
Load time1.8 s1.1 s
Memory usage4.3 GB10.4 GB
Memory %13%33%
HW Fit Score Breakdown
llama3.2:1b
Speed
40/40
TTFT
30/30
Memory
30/30
llama3.1:8b
Speed
33/40
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
llama3.1:8b
Reasoning
12/20
Coding
15/20
Instruction
13/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running