liquid/lfm2-24b-a2b
LM-STUDIO MLXlfm2_moe · 24B · 4bit
Mar 19, 2026 · Apple M4
qwen2.5vl:3b
OLLAMA GGUFqwen25vl · 3.8B · Q4_K_M
Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H
Global Score
74 vs 77
Hardware Fit
84 vs 100
Quality Score
69 vs 67
Hardware
liquid/lfm2-24b-a2b qwen2.5vl:3b
MachineMac miniMicro-Star International Co., Ltd. Stealth GS77 12UH
CPUApple M4Intel Gen Intel® Core™ i9-12900H
Cores1020
RAM24 GB32 GB
GPUApple M4Intel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPU
OSmacOS 26.3Microsoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
liquid/lfm2-24b-a2b qwen2.5vl:3b
Tokens/sec58.9106.5
First chunk28 ms68 ms
TTFT481 ms68 ms
Load timeN/A17.8 s
Memory usage17.5 GB2.8 GB
Memory %73%9%
HW Fit Score Breakdown
liquid/lfm2-24b-a2b
Speed
50/50
TTFT
20/20
Memory
14/30
qwen2.5vl:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
liquid/lfm2-24b-a2b
Reasoning
11/20
Coding
12/20
Instruction
16/20
Structured
13/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
qwen2.5vl:3b
Reasoning
11/20
Coding
15/20
Instruction
12/20
Structured
14/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest