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MarketStressed· closes through Nov 6 · 8 days old

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They rate stocks by opinion — an analyst's call, a model's rank, a forecast. FinPile rates by a rule you can read: a five-point checklist from filed facts, the measured odds for the stock's class and, for a Buy, a rank on margin change and price trend, with the odds printed beside the word and every call scored in public. The checklist decides; the odds can only hold a word back. The difference is not the word; it is how the word is decided.

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Odds beside every rating

how often setups like this were higher, with the sample size and the all-stocks control

Scored in public

every call graded at 60 and 120 sessions against the base rate, on the Ledger, forever

No targets, no forecasts

what the price assumes and what past stocks did — never where this one is going

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Trending = most discussed, not endorsed. Run the analysis before deciding. · As of 08:28 PM

How it's computed

Every score comes from fixed, published rules applied to filings, prices and disclosures, with the as-of date and source stated beside each number. The AI agent explains these numbers and reads filings on request; it never produces the numbers itself. The full rules are on the Methodology page.