qwen2.5-coder-7b-instruct-mlx
LM-STUDIO MLXqwen2 · 7B · 4bit
Mar 3, 2026 · Apple M4
lfm2:24b-a2b
OLLAMA GGUFlfm2moe · 23.8B · Q4_K_M
May 24, 2026 · Intel Gen Intel® Core™ i7-1355U
Global Score
79 vs 78
Hardware Fit
92 vs 67
Quality Score
73 vs 82
Hardware
qwen2.5-coder-7b-i… lfm2:24b-a2b
MachineMacBook AirDell Inc. Inspiron 15 3530
CPUApple M4Intel Gen Intel® Core™ i7-1355U
Cores1012
RAM32 GB31 GB
GPUApple M4Raptor Lake-P [Iris Xe Graphics]
OSmacOS 26.3cachyos rolling
Archarm64x64
Power Modebalancedlow-power
Performance
qwen2.5-coder-7b-i… lfm2:24b-a2b
Tokens/sec22.511.5
First chunk529 ms1727 ms
TTFT529 ms1.7 s
Load timeN/A6.8 s
Memory usage4.0 GB13.9 GB
Memory %13%45%
HW Fit Score Breakdown
qwen2.5-coder-7b-instru…
Speed
44/50
TTFT
20/20
Memory
28/30
lfm2:24b-a2b
Speed
22/50
TTFT
19/20
Memory
26/30
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
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest