Back to leaderboard

llama-3.2-3b-instruct

llama · 3B · 4bit

Good

Mar 3, 2026 · Apple M4

aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

Global Score
72 vs 66
Hardware Fit
100 vs 92
Quality Score
60 vs 55

Hardware

llama-3.2-3b-instr… aya:8b
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… aya:8b
Tokens/sec48.220.0
TTFT265 ms300 ms
Load time0.0 s0.9 s
Memory usage0.0 GB6.0 GB
Memory %0%19%

HW Fit Score Breakdown

llama-3.2-3b-instruct

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

aya:8b

Speed
32/40
TTFT
30/30
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

aya:8b

Reasoning
10/20
Coding
6/20
Instruction
13/20
Structured
15/15
Math
2/15
Multilingual
9/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running