Back to leaderboard

qwen3:4b

qwen3 · 4.0B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

llama3.2:1b

llama · 1.2B · Q8_0

Good

Mar 1, 2026 · Apple M4

Global Score
48 vs 63
Hardware Fit
53 vs 100
Quality Score
45 vs 39

Hardware

qwen3:4b llama3.2:1b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modeunknownunknown

Performance

qwen3:4b llama3.2:1b
Tokens/sec11.369.6
TTFT9.2 s169 ms
Load time0.1 s0.1 s
Memory usage7.2 GB4.3 GB
Memory %23%13%

HW Fit Score Breakdown

qwen3:4b

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

llama3.2:1b

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

Quality

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

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