qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
lfm2.5-thinking:1.2b
OLLAMA GGUFlfm2 · 1.2B · Q4_K_M
May 25, 2026 · Apple M4 Pro
Global Score
68 vs 60
Hardware Fit
100 vs 80
Quality Score
54 vs 52
Hardware
qwen2.5-coder:1.5b lfm2.5-thinking:1.2b
MachineLENOVO 20U30029MBMacBook Pro
CPUIntel Core™ i5-10210UApple M4 Pro
Cores814
RAM15 GB48 GB
GPUCometLake-U GT2 [UHD Graphics]Apple M4 Pro
OSPop 24.04 LTSmacOS 26.4.1
Archx64arm64
Power Modelow-powerbalanced
Performance
qwen2.5-coder:1.5b lfm2.5-thinking:1.2b
Tokens/sec21.8227.0
First chunk499 ms60 ms
TTFT499 ms30.0 s
Load time4.4 s0.7 s
Memory usage1.5 GB2.6 GB
Memory %10%6%
HW Fit Score Breakdown
qwen2.5-coder:1.5b
Speed
50/50
TTFT
20/20
Memory
30/30
lfm2.5-thinking:1.2b
Speed
50/50
TTFT
0/20
Memory
30/30
Quality
qwen2.5-coder:1.5b
Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong
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
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