Tuesday, August 25, 2026 · Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days
Optimistic Normal choppiness · VIX 15.8
Momentum is concentrated in healthcare/life-sciences equipment and diagnostics, payments and financial-market infrastructure, and select commodities (metals, energy), with many names in these groups trading within a few percent of their 52-week highs on sustained 5- and 30-day gains. Semiconductors, homebuilders, and several travel/leisure names are lagging or in pullback, and a softer August consumer-confidence reading adds some macro caution, but the breadth of durable uptrends supports a constructive near-term stance.
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 | RVTY | SKIP | — | $124.41 → $130.76 stop $114.33 |
Position cap reached — 96 of 20 slots in use. |
| #2 | V | SKIP | — | $383.08 → $402.23 stop $357.03 |
Position cap reached — 96 of 20 slots in use. |
| #3 | JKHY | SKIP | — | $171.74 → $180.33 stop $158.00 |
Position cap reached — 96 of 20 slots in use. |
| #4 | TGT | SKIP | — | $162.73 → $171.00 stop $150.20 |
Position cap reached — 96 of 20 slots in use. |
| #5 | UNP | SKIP | — | $309.98 → $325.74 stop $291.69 |
Position cap reached — 96 of 20 slots in use. |
Already open: JPM (to Aug 26), CB (to Aug 27), JPM (to Aug 27), RTX (to Aug 27), WAB (to Aug 27), DGX (to Aug 28), HIG (to Aug 28), WAB (to Aug 28), GM (to Aug 29), MET (to Aug 30), AMP (to Sep 3), WSM (to Sep 3) … and 84 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.
Revvity makes lab instruments and diagnostic testing kits used by hospitals, research labs and biotech companies. The stock has been climbing steadily, comfortably beating the market, with technical indicators showing healthy strength rather than an overheated chart. The main risk is that lab/diagnostics stocks as a group could see profit-taking after this run.
Why the AI likes it
What could go wrong
Calibrated probability: 71% (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
Visa operates the payment network that processes card transactions worldwide. Its stock has climbed steadily and is comfortably beating the broader market, with strong, healthy technical readings. The main risk is a general market pullback, plus some notable recent stock sales by top executives.
Why the AI likes it
What could go wrong
Calibrated probability: 71% (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
Jack Henry provides the behind-the-scenes technology that banks and credit unions use to process transactions, aligning it with the payments/financial-infrastructure group currently in favor. The stock has surged strongly over the past week and month, showing real buying momentum. The risk is that after such a fast run-up, the stock looks overbought and could pause or pull back before extending higher.
Why the AI likes it
What could go wrong
Calibrated probability: 71% (raw model estimate: 60%) — 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
Target runs a large chain of stores selling groceries, clothing and household goods, plus a growing online business. The stock jumped on a much stronger-than-expected earnings report and has kept climbing since, comfortably outpacing the broader market with healthy (not overheated) technical readings. The main risk is that softer consumer-confidence data could weigh on retailers generally in the weeks ahead.
Why the AI likes it
What could go wrong
Calibrated probability: 71% (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
Union Pacific is one of the largest freight railroads in the U.S., moving goods across the country. The stock has been in a firm, healthy uptrend with strong technical support. The main risk is that it's only barely beating the overall market, so it doesn't have much of a performance cushion if conditions turn.
Why the AI likes it
What could go wrong
Calibrated probability: 71% (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 September 24, 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 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.