Research library
Marketing pages and public desk notes live here. Dated notes that need the product review pipeline may also publish on the app host. Per-ticker “[Company] stock prediction [year]” pages ship under /predictions for scored Nasdaq-100 names.
TW Quant Score is research, not investment advice. Not a recommendation to buy or sell any security.
Desk notes
- Where the rankings stand — October 16, 2026 — The top of the public 1Y Rankings as of the 2026-10-14 scan, and what a ranking does and does not claim. By TradeWell Research.
- Where the rankings stand — October 15, 2026 — The top five of the public 1Y Rankings as of the 2026-10-14 scan, how they traded through a hot-CPI selloff, and what changed since the 2026-10-12 list. By TradeWell Research.
- After the Oct 14 AI selloff: who's best positioned to rebound — A qualitative read on which AI names hit on 2026-10-14 look best placed to recover, which deserve caution, and what to watch before calling a bottom. By TradeWell Research.
- AAOI technical analysis: where Applied Optoelectronics stands after the Oct 14 selloff — Trend, moving averages, RSI, MACD, volume and the support and resistance levels that matter for AAOI, computed from daily price data as of the 2026-10-14 close. By TradeWell Research.
- Why AI stocks sold off — October 14, 2026 — A hot September CPI pushed rate-hike odds and long yields higher, and the most debt-financed corners of the AI trade fell hardest. What happened, why rates matter for AI capex, and what the desk's data does and does not say. By TradeWell Research.
- Where the rankings stand — September 23, 2026 — The top of the public 1Y Rankings as of the 2026-09-22 scan, and what a ranking does and does not claim. By TradeWell Research.
- Quant Desk morning note — September 1, 2026 — Watch-only Quant Desk note. High-conviction cluster was zero. No new filings or Form 4 cluster overnight. TW Quant ranks for this run were missing and are not invented. By Jacob Tredwell.
- Quant Desk morning note — August 31, 2026 — Watch-only Quant Desk note. High-conviction cluster was zero. TW Quant ranks for this run were missing and are not invented. By Jacob Tredwell.
- TradeWell Desk Morning Note — August 31, 2026 — dry-run desk; zero HIGH conviction; watch-only medium items. By Jacob Tredwell.
- What the TW Quant Score actually measures — A score is only useful if you know what it is claiming. Here is exactly what ours claims, what it does not, and where it stays silent. By TradeWell Research.
On this site
- What is the TW Quant Score? — 10-horizon quantitative scoring explainer
- AI stock predictor — score, return, and price target per horizon
- Best AI stock picking app — honest category comparison
- Ten prediction horizons — 1D through 5Y, not one blended score
- Stock screener by time horizon — ten-horizon screening
- Walk-forward stock model validation — research OOS gate before live rankings
- Stock ranking accuracy (NDCG@30) — primary live ranking metric and why we refuse fabricated win rates.
- How TradeWell accuracy is measured — NDCG@30, walk-forward OOS, no fabricated win rates
- Methodology — how the TW Quant Score is built
- Nasdaq-100 stock predictions — a daily-scored page per Nasdaq-100 company
Article library (app host)
Additional published notes are at the crawlable research path on the app host.