Tuesday, July 28, 2026 · Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days
Neutral Normal choppiness · VIX 18.0
The market is showing extreme post-earnings dispersion: financials, insurance, industrials, defense and select consumer names are hitting fresh highs on strong quarterly results, while semiconductors and tech hardware (Intel, Micron, Lam Research, Applied Materials, SanDisk) are being hammered on disappointing guidance. Net breadth is roughly balanced, but sustained, multi-week momentum is concentrated outside of chips.
Wabtec makes braking systems and other equipment for freight and transit trains. The stock has had a strong recent burst higher, with technicals showing solid strength without being extremely overbought. The main risk is that this surge has been unusually fast, so some cooling off is possible.
Why the AI likes it
What could go wrong
Calibrated probability: 74% (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
JPMorgan is one of the largest banks in the US, spanning consumer banking, credit cards, and Wall Street trading. Its shares have climbed steadily over the past month and are clearly outperforming the broader market, backed by healthy technical signals and strong trading volume. The main risk is that if overall market sentiment sours, bank stocks like this one tend to fall right along with it.
Why the AI likes it
What could go wrong
Calibrated probability: 74% (raw model estimate: 68%) — 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
Nucor is America's largest steelmaker. Profits nearly doubled from the prior quarter on record shipments, and management explicitly said it expects earnings to keep climbing next quarter thanks to higher steel prices. The main risks are that steel prices can swing quickly with the economy and trade policy, and the stock is already up sharply, so some of this good news may be baked in.
Why the AI likes it
What could go wrong
Calibrated probability: 74% (raw model estimate: 66%) — 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
RTX makes jet engines and defense systems for Pratt & Whitney, Collins Aerospace, and Raytheon. It beat earnings expectations again and defense-related stocks are broadly hitting fresh highs right now. The available earnings text didn't include much detail on management's tone or forward guidance, so the case here rests more on the beat itself and sector strength than a fully confirmed guidance raise.
Why the AI likes it
What could go wrong
Calibrated probability: 74% (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
Chubb is a large global insurance company. Its share price has climbed steadily but far less aggressively than many other names right now, which actually makes the technical setup look healthier and less stretched. The main risk is a broad pullback in insurance and financial stocks that have already run up strongly this earnings season.
Why the AI likes it
What could go wrong
Calibrated probability: 79% (raw model estimate: 71%) — 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 August 27, 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 503 S&P 500 constituents and short-listed 25 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.