Tuesday, October 20, 2026 · Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days
Neutral Normal choppiness · VIX 17.3
The index is in the middle of a sharp sector rotation: semiconductors, storage, and AI-infrastructure names (WDC, ARM, RKLB, AMAT, MU, KLAC, LRCX, STX, SNDK, NBIS, CRWV, INTC) have sold off 10-25% over the past month, while defensive staples, healthcare, industrials, and select software/retail names are showing sustained 5-day and 30-day strength and trading close to their 52-week highs. Breadth is uneven, so near-term 5%+ setups look more achievable in the names riding this rotation than in the beaten-down chip complex.
Which of today's picks to actually take, and at what size, given what you are already holding. Each pick's own Suggested Allocation sizes it in isolation; this table applies the portfolio limits — at most 20 open positions and 60% of the portfolio committed in total. Run with --capital 25000 to see these sizes as order amounts rather than percentages.
| Rank | Stock | Action | Size | Entry → Target | Notes |
|---|---|---|---|---|---|
| #1 | INTU | SKIP | — | $336.42 → $353.32 stop $304.80 |
Half-Kelly sizes this at 0% — the odds carry no edge worth capital. |
| #2 | TRI | SKIP | — | $112.17 → $117.87 stop $102.52 |
Half-Kelly sizes this at 0% — the odds carry no edge worth capital. |
| #3 | ROST | SKIP | — | $237.87 → $250.36 stop $221.22 |
Half-Kelly sizes this at 0% — the odds carry no edge worth capital. |
| #4 | SBUX | SKIP | — | $99.36 → $104.44 stop $92.90 |
Half-Kelly sizes this at 0% — the odds carry no edge worth capital. |
| #5 | WDAY | SKIP | — | $201.66 → $212.88 stop $185.73 |
Half-Kelly sizes this at 0% — the odds carry no edge worth capital. |
Already open: LGEN.L (to Oct 21), SSE.L (to Oct 21), AAPL (to Oct 22), KGF.L (to Oct 23), DHR (to Oct 24), DCC.L (to Oct 25), DPLM.L (to Oct 28), ABDN.L (to Oct 30), EMR (to Nov 1), ALW.L (to Nov 1), PSN.L (to Nov 1), MSFT (to Nov 4) … and 66 more. Symbols you already hold were excluded from this run's candidates rather than re-picked.
Position-sizing guidance only — half-Kelly per pick, bounded by the limits above. Not personal investment advice.
Intuit owns TurboTax, QuickBooks, Credit Karma and Mailchimp — the software millions of people and small businesses use to file taxes and manage money. The company just reported double-digit revenue and profit growth, raised its dividend, and ramped up stock buybacks, which sent shares sharply higher. The key risk is that the stock already jumped about 11% in a single day on this news, so a good chunk of the good news may already be priced in, leaving less room to run and more risk of a pullback.
Why the AI likes it
What could go wrong
Calibrated probability: 55% (raw model estimate: 63%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
Thomson Reuters provides news, legal, and tax/accounting information services (it owns Reuters and Westlaw). The stock just jumped nearly 19% in a single day and is up over 17% for the month, far outpacing the broader market, with technical indicators still showing healthy upward strength. The key risk is that after such a sharp, fast rally, some of the move may already be "used up," making a pause or partial pullback more likely, especially with an earnings report due in two weeks.
Why the AI likes it
What could go wrong
Calibrated probability: 55% (raw model estimate: 62%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
Ross Stores runs the Ross Dress for Less and dd's Discounts off-price clothing chains. Shares have been climbing steadily and are well ahead of the broader market over the past month, with healthy trading volume backing up the move. The biggest risk is that the CEO recently sold a large block of stock, and the next earnings report lands right around the edge of the 30-day window.
Why the AI likes it
What could go wrong
Calibrated probability: 55% (raw model estimate: 67%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
Starbucks is the global coffee shop chain. The stock has had a strong week, up 8%, and is beating the broader tech-heavy market index over the past month, with technical readings showing healthy (not overheated) buying strength. The main risks are an earnings report coming up in just over a week, which could swing the price sharply, and recent insider selling by a company officer.
Why the AI likes it
What could go wrong
Calibrated probability: 55% (raw model estimate: 61%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
Workday makes the cloud software that big companies use to run payroll, HR, and finance. The stock has jumped about 5% in the last week and 8.4% in five days, it's beating the broader tech market by a wide margin, and a technical pattern (a 'squeeze') suggests the price could be getting ready to make another strong move. The main risk is that company insiders, including a founder, have been steadily selling shares, and any pause in this fast rally could trigger a quick pullback.
Why the AI likes it
What could go wrong
Calibrated probability: 55% (raw model estimate: 69%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by November 19, 2026). Picks are ranked by how many independent AI agents agreed — more agreement means higher conviction. The guide below tells you exactly how to act on them.
Step-by-Step Action Plan
Position Sizing by Conviction Tier
Size each position according to the coloured border on its pick card. Cap your total exposure across all picks from this report at 25% of your overall trading budget.
| Agents Agreeing | What It Means | Max Allocation Per Pick |
|---|---|---|
| 5/5 | Highest conviction — all five independent analytical checks passed | Up to 10% |
| 4/5 | Very high conviction — four of five independent checks aligned | Up to 8% |
| 3/5 | High conviction — three agents independently agreed | Up to 6% |
| 2/5 | Moderate conviction — two agents independently agreed | Up to 4% |
| 1 Agent | Speculative — solo pick, admitted only at Very High confidence | Up to 2% |
The Three Exit Rules
A plain-English guide to every figure shown on each pick card — what it means, how it is calculated, and what a good or bad value looks like.
Scout scanned 101 NASDAQ 100 constituents and short-listed 27 candidates for deep analysis by the five analysts. Here is what happened to each one.
Checks 30-day price history for every candidate before making any selection. Requires positive period return and positive 5-day momentum as mandatory gates. Ranks picks by proximity to their period high and adjusts probability based on volume. Uses news only to rule out major negative catalysts.
Searches earnings results, analyst upgrades, and revenue trends before checking price data. Requires at least one verifiable fundamental catalyst — earnings beat, analyst upgrade, or revenue acceleration — within the last 60 days. Favours stocks with strong fundamentals trading below recent highs (value entry).
Hunts for specific events within the last 21 days: FDA approvals, major contract wins, product launches, earnings surprises, or significant analyst upgrades. Requires a positive price reaction confirming the market is recognising the catalyst. Also scans for upcoming events that could drive further gains.
Maps the macroeconomic regime (risk-on / risk-off / neutral) and identifies sectors benefiting from current conditions before looking at individual stocks. Only selects stocks from macro-aligned sectors with confirmed sector tailwinds. Adjusts for interest rate sensitivity and geopolitical factors.
Reviews the final picks after all four analysts agree and actively challenges each bull thesis. Searches for bearish technical signals, negative news, insider selling, and elevated short interest that the agreeing agents may have underweighted. Produces evidence-based counter-arguments shown on each pick card.
Pure-quant analyst: no news, no narrative, only numbers. Identifies mean-reversion setups from RSI extremes (<35) with momentum turning, Bollinger squeeze breakouts, and multi-factor quant scores using RSI, MACD, OBV, short interest, and insider transaction data. Counterbalances narrative bias across the four analyst agents.