Back to leaderboard

lfm2:24b-a2b

OLLAMA GGUF

lfm2moe · 23.8B · Q4_K_M

Good

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

qwen3.5-2b-mlx

LM-STUDIO MLX

qwen3_5 · 2B · 4bit

Good

Mar 6, 2026 · Apple M4 Pro

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

Hardware

lfm2:24b-a2b qwen3.5-2b-mlx
MachineDell Inc. Inspiron 15 3530Mac mini
CPUIntel Gen Intel® Core™ i7-1355UApple M4 Pro
Cores1214
RAM31 GB64 GB
GPURaptor Lake-P [Iris Xe Graphics]Apple M4 Pro
OScachyos rollingmacOS 15.7.4
Archx64arm64
Power Modelow-powerbalanced

Performance

lfm2:24b-a2b qwen3.5-2b-mlx
Tokens/sec11.548.9
First chunk1727 ms4208 ms
TTFT1.7 s4.2 s
Load time6.8 sN/A
Memory usage13.9 GB1.6 GB
Memory %45%3%

HW Fit Score Breakdown

lfm2:24b-a2b

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

qwen3.5-2b-mlx

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

Quality

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

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

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