Back to leaderboard

qwen3.5-2b-mlx

qwen3_5 · 2B · 8bit

Marginal

Mar 3, 2026 · Apple M4

qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 2, 2026 · Apple M4

Global Score
49 vs 47
Hardware Fit
83 vs 67
Quality Score
35 vs 38

Hardware

qwen3.5-2b-mlx qwen3:8b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen3.5-2b-mlx qwen3:8b
Tokens/sec18.618.7
TTFT2.9 s12.1 s
Load time0.0 s1.2 s
Memory usage0.0 GB9.5 GB
Memory %0%30%

HW Fit Score Breakdown

qwen3.5-2b-mlx

Speed
31/40
TTFT
22/30
Memory
30/30

qwen3:8b

Speed
31/40
TTFT
6/30
Memory
30/30

Quality

qwen3.5-2b-mlx

Reasoning
0/20
Coding
9/20
Instruction
10/20
Structured
4/15
Math
3/15
Multilingual
9/10
Reasoning: Poor Coding: Weak Instruction Following: Adequate Structured Output: Weak Math: Poor Multilingual: Strong

qwen3:8b

Reasoning
5/20
Coding
5/20
Instruction
4/20
Structured
12/15
Math
2/15
Multilingual
10/10
Reasoning: Weak Coding: Weak Instruction Following: Poor Structured Output: Strong Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running