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
The NASDAQ 100 is showing broad-based strength with numerous constituents posting double-digit 30-day gains and several names trading within a few percent of their 52-week highs, reflecting a durable risk-on move rather than a one-day spike. Cybersecurity, AI/semiconductor infrastructure, and select biotech/pharma names are leading, and futures are rallying into anticipated Fed leadership commentary, reinforcing the bullish tone.
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 | ADSK | SKIP | — | $270.58 → $284.11 stop $244.06 |
Position cap reached — 106 of 20 slots in use. |
| #2 | TSLA | SKIP | — | $354.81 → $372.55 stop $328.91 |
Position cap reached — 106 of 20 slots in use. |
| #3 | TER | SKIP | — | $372.06 → $390.66 stop $334.85 |
Position cap reached — 106 of 20 slots in use. |
| #4 | AMZN | SKIP | — | $256.26 → $269.07 stop $230.63 |
Position cap reached — 106 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 94 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.
Autodesk makes design software used by architects, engineers, and construction firms. It just beat earnings for the fourth straight quarter, and its own CEO and CFO have been personally buying shares recently, which is a strong vote of confidence. The stock is still well below its 52-week high, but since the earnings reaction is very fresh, there's a chance the initial pop could partially reverse.
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
Tesla makes electric vehicles, batteries, and energy products. Its stock has bounced back and is now outperforming the broader tech market, with short-term price trends turning positive again. The main risk is that Tesla is known for big, unpredictable swings tied to delivery numbers, regulatory news, or executive headlines.
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
Teradyne makes the testing equipment used to check computer chips before they ship, a business that's booming alongside the AI chip build-out. Its last quarter's revenue more than doubled year-over-year and it beat earnings estimates by a wide margin, all while the stock trades well below its 52-week high. The key risk is that the stock has actually slipped over the past week and is trading below its short-term average, so the recent fundamental strength hasn't fully shown up in the chart yet.
Why the AI likes it
What could go wrong
Calibrated probability: 70% (raw model estimate: 76%) — 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
Amazon runs the world's largest online store and its cloud unit, AWS, just posted its fastest growth in over four years, alongside a big jump in overall profit. The stock is still trading meaningfully below its 52-week high, leaving room for further gains. The main risk is that part of the reported profit came from a one-time investment gain rather than the core business, and insiders including Jeff Bezos have been selling heavily.
Why the AI likes it
What could go wrong
Calibrated probability: 70% (raw model estimate: 76%) — 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 101 NASDAQ 100 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.