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qwen3.5-2b-mlx

qwen3_5 · 2B · 8bit

Marginal

Mar 3, 2026 · Apple M4

llama3.1:8b

llama · 8.0B · Q4_K_M

Not Rec.

Feb 28, 2026 · Apple M4 Pro

Global Score
49 vs 66
Hardware Fit
83 vs 56
Quality Score
35 vs 70

Hardware

qwen3.5-2b-mlx llama3.1:8b
MachineMacBook AirMac Mini
CPUApple M4Apple M4 Pro
Cores1014
RAM32 GB64 GB
GPUApple M4Apple M4 Pro
OSmacOS 26.3macOS 15.7.4
Archarm64arm64
Power Modebalancedunknown

Performance

qwen3.5-2b-mlx llama3.1:8b
Tokens/sec18.65.5
TTFT2.9 s1.4 s
Load time0.0 s3.7 s
Memory usage0.0 GB28.6 GB
Memory %0%45%

HW Fit Score Breakdown

qwen3.5-2b-mlx

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

llama3.1:8b

Speed
5/40
TTFT
22/30
Memory
29/30

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

llama3.1:8b

Reasoning
12/20
Coding
17/20
Instruction
14/20
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 bench

Requires Node 20+ and Ollama or LM Studio running