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qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

lfm2.5-thinking:1.2b

OLLAMA GGUF

lfm2 · 1.2B · Q4_K_M

Not Rec.

May 25, 2026 · Apple M4 Pro

Global Score
76 vs 60
Hardware Fit
51 vs 80
Quality Score
87 vs 52

Hardware

qwen3-coder:latest lfm2.5-thinking:1.2b
MachineDell Inc. Inspiron 15 3530MacBook Pro
CPUIntel Gen Intel® Core™ i7-1355UApple M4 Pro
Cores1214
RAM31 GB48 GB
GPURaptor Lake-P [Iris Xe Graphics]Apple M4 Pro
OScachyos rollingmacOS 26.4.1
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen3-coder:latest lfm2.5-thinking:1.2b
Tokens/sec7.6227.0
First chunk2037 ms60 ms
TTFT2.0 s30.0 s
Load time8.7 s0.7 s
Memory usage18.9 GB2.6 GB
Memory %61%6%

HW Fit Score Breakdown

qwen3-coder:latest

Speed
13/50
TTFT
18/20
Memory
20/30

lfm2.5-thinking:1.2b

Speed
50/50
TTFT
0/20
Memory
30/30

Quality

qwen3-coder:latest

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest