Back to leaderboard

qwen3.5-2b-mlx

LM-STUDIO MLX

qwen3_5 · 2B · 4bit

Good

Mar 6, 2026 · Apple M4 Pro

lfm2:24b-a2b

OLLAMA GGUF

lfm2moe · 23.8B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
65 vs 78
Hardware Fit
88 vs 67
Quality Score
55 vs 82

Hardware

qwen3.5-2b-mlx lfm2:24b-a2b
MachineMac miniDell Inc. Inspiron 15 3530
CPUApple M4 ProIntel Gen Intel® Core™ i7-1355U
Cores1412
RAM64 GB31 GB
GPUApple M4 ProRaptor Lake-P [Iris Xe Graphics]
OSmacOS 15.7.4cachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

qwen3.5-2b-mlx lfm2:24b-a2b
Tokens/sec48.911.5
First chunk4208 ms1727 ms
TTFT4.2 s1.7 s
Load timeN/A6.8 s
Memory usage1.6 GB13.9 GB
Memory %3%45%

HW Fit Score Breakdown

qwen3.5-2b-mlx

Speed
50/50
TTFT
8/20
Memory
30/30

lfm2:24b-a2b

Speed
22/50
TTFT
19/20
Memory
26/30

Quality

qwen3.5-2b-mlx

Reasoning
10/20
Coding
7/20
Instruction
13/20
Structured
14/15
Math
3/15
Multilingual
8/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

lfm2:24b-a2b

Reasoning
13/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest