Back to leaderboard

llama3.2:latest

llama · 3.2B · Q4_K_M

Good

Feb 28, 2026 · Apple M4 Pro

qwen3:4b

qwen3 · 4.0B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
77 vs 48
Hardware Fit
100 vs 53
Quality Score
61 vs 45

Hardware

llama3.2:latest qwen3:4b
MachineMac Mini
CPUApple M4 ProApple M4
Cores1410
RAM64 GB32 GB
GPUApple M4 ProApple M4
OSmacOS 15.7.4macOS 26.3
Archarm64arm64
Power Modeunknownunknown

Performance

llama3.2:latest qwen3:4b
Tokens/sec98.911.3
TTFT125 ms9.2 s
Load time2.3 s0.1 s
Memory usage22.1 GB7.2 GB
Memory %35%23%

HW Fit Score Breakdown

llama3.2:latest

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

qwen3:4b

Speed
17/40
TTFT
6/30
Memory
30/30

Quality

llama3.2:latest

Reasoning
11/20
Coding
14/20
Instruction
12/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

qwen3:4b

Reasoning
4/20
Coding
6/20
Instruction
8/20
Structured
6/15
Math
12/15
Multilingual
9/10
Reasoning: Poor Coding: Weak Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running