qwen2.5-coder-7b-instruct-mlx
LM-STUDIO MLXqwen2 · 7B · 4bit
Mar 3, 2026 · Apple M4
liquid/lfm2-24b-a2b
LM-STUDIO MLXlfm2_moe · 24B · 4bit
Mar 19, 2026 · Apple M4
Global Score
79 vs 74
Hardware Fit
92 vs 84
Quality Score
73 vs 69
Hardware
qwen2.5-coder-7b-i… liquid/lfm2-24b-a2b
MachineMacBook AirMac mini
CPUApple M4Apple M4
Cores1010
RAM32 GB24 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
qwen2.5-coder-7b-i… liquid/lfm2-24b-a2b
Tokens/sec22.558.9
First chunk529 ms28 ms
TTFT529 ms481 ms
Load timeN/AN/A
Memory usage4.0 GB17.5 GB
Memory %13%73%
HW Fit Score Breakdown
qwen2.5-coder-7b-instru…
Speed
44/50
TTFT
20/20
Memory
28/30
liquid/lfm2-24b-a2b
Speed
50/50
TTFT
20/20
Memory
14/30
Quality
qwen2.5-coder-7b-instru…
Reasoning
10/20
Coding
18/20
Instruction
14/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest