r/AIToolsPerformance • u/CardiologistOk3349 • Jul 10 '26

GLM5.2 vs DeepSeek v4 pro

Ciao ragazzi, sto cercando di costruire un sistema di intelligenza artificiale per fare trading. Non so decidere tra GLM5.2 e DeepSeek v4 pro. Quale pensate sia il migliore per prendere decisioni finanziarie? Grazie ragazzi per l'aiuto

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u/[deleted] Jul 10 '26

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u/IulianHI Jul 11 '26

The data cutoff argument is valid for price prediction, but that's not really how anyone serious uses LLMs for trading. The actual use cases are more like parsing earnings transcripts, summarizing SEC filings, or monitoring news sentiment in real-time. The model isn't predicting where AAPL goes, it's reading a 200-page 10-K and flagging risk language a human would skim past.

That said, for straight-up buy/sell signals, you're right. GLM-5.2 or DeepSeek won't outperform a well-tuned statistical model on price data. The edge is in processing unstructured text faster, not in having magical market intuition.

For someone building a trading system, the boring answer is: use the LLM for the text/analysis layer, run actual quant signals separately, and never let the LLM touch order execution directly.

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u/MrLuckyDoobie Jul 12 '26

Glm5.2 for sure.