lfm2.5-thinking:1.2b
OLLAMA GGUFlfm2 · 1.2B · Q4_K_M
May 25, 2026 · Apple M4 Pro
qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
Global Score
60 vs 68
Hardware Fit
80 vs 59
Quality Score
52 vs 72
Hardware
lfm2.5-thinking:1.2b qwen2.5-coder:7b
MachineMacBook ProASUS
CPUApple M4 ProIntel Gen Intel® Core™ i7-13700K
Cores1424
RAM48 GB64 GB
GPUApple M4 ProNVIDIA GeForce RTX 3070
OSmacOS 26.4.1Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedunknown
Performance
lfm2.5-thinking:1.2b qwen2.5-coder:7b
Tokens/sec227.034.4
First chunk60 ms1991 ms
TTFT30.0 s2.0 s
Load time0.7 s40.6 s
Memory usage2.6 GB5.0 GB
Memory %6%8%
HW Fit Score Breakdown
lfm2.5-thinking:1.2b
Speed
50/50
TTFT
0/20
Memory
30/30
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
Quality
lfm2.5-thinking:1.2b
Reasoning
8/20
Coding
6/20
Instruction
10/20
Structured
7/15
Math
12/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Weak Math: Strong Multilingual: Strong
qwen2.5-coder:7b
Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate 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