That Qwen detail caught my eye. A free tier that handles a 20MB spreadsheet changes what you can actually screen without paying, while Gemini taps out much earlier. And you are right about the prompts, the model is only as good as the prep work behind it. Curious how the Euro Stoxx list holds up with the pence and pound mess.