Thursday, August 27, 2026 · Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days
Optimistic Calm market · VIX 14.5
A broad, high-conviction rally is underway with software, semiconductors, financial exchanges, and energy refiners all showing sustained 5- and 30-day gains, reportedly tied to optimism around the incoming Fed leadership and rate-cut expectations. Momentum leaders like CrowdStrike, Fortinet, and Palo Alto Networks are pushing to new 52-week highs, while cyclical strength in copper, gold, and refining points to a risk-on macro backdrop. Given how extended some names already are, candidates below were chosen for continued momentum with a reasonable distance-to-high, not just a single explosive day.
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 | FTNT | SKIP | — | $172.78 → $181.63 stop $156.37 |
Position cap reached — 101 of 20 slots in use. |
| #2 | CBOE | SKIP | — | $313.95 → $329.70 stop $288.83 |
Position cap reached — 101 of 20 slots in use. |
| #3 | ANET | SKIP | — | $201.09 → $211.45 stop $180.38 |
Position cap reached — 101 of 20 slots in use. |
| #4 | IQV | SKIP | — | $262.38 → $275.50 stop $243.23 |
Position cap reached — 101 of 20 slots in use. |
Already open: DGX (to Aug 28), HIG (to Aug 28), WAB (to Aug 28), GM (to Aug 29), MET (to Aug 30), AMP (to Sep 3), MSFT (to Sep 4), RJF (to Sep 4), NVDA (to Sep 5), AME (to Sep 6), SWK (to Sep 6), FAST (to Sep 9) … and 89 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.
Fortinet sells cybersecurity hardware and software, mainly firewalls, that protect company networks. The stock has climbed steadily and is comfortably outpacing the broader market, with healthy (not overheated) technical signals supporting the uptrend. The main risk is that this fast run-up could stall or reverse if overall market enthusiasm cools.
Why the AI likes it
What could go wrong
Calibrated probability: 69% (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.
What each AI analyst estimated
Cboe runs major stock and options exchanges, including the well-known VIX volatility index and S&P 500 options markets. It just reported record quarterly revenue and profit and explicitly raised its growth targets for the rest of the year, genuinely strong signals for a company that benefits from active markets. The main risk is that shares have already climbed a lot recently, so some of this good news may be priced in.
Why the AI likes it
What could go wrong
Calibrated probability: 69% (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.
What each AI analyst estimated
Arista Networks makes high-speed networking equipment used in data centers and AI computing clusters. It just delivered its best quarter ever, with earnings up 40% and record revenue, powered by demand for AI infrastructure, and the stock still isn't at its absolute high, leaving room to run. The main risk is that top insiders, including the CEO, have sold an unusually large amount of stock recently.
Why the AI likes it
What could go wrong
Calibrated probability: 69% (raw model estimate: 65%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice.
What each AI analyst estimated
IQVIA helps pharmaceutical and healthcare companies run clinical trials and make sense of health data. It beat expectations and raised its full-year guidance on the back of record new contract bookings, a genuinely strong signal for future growth. The main risks are that top executives, including the CEO, have been selling a meaningful amount of stock recently, and shares are already trading near their 52-week high.
Why the AI likes it
What could go wrong
Calibrated probability: 69% (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.
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 26, 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.