Wednesday, August 19, 2026 · Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days
Neutral Normal choppiness · VIX 15.3
NASDAQ 100 breadth is rotational: mega-cap AI/semiconductor leaders (Broadcom, Meta, KLA, Applied Materials, Alphabet) are pulling back on valuation and competitive concerns, while a broad group of biotech, healthcare, travel, media and software names are pushing to or near 52-week highs on sustained 5- and 30-day gains. Custom AI silicon is reshaping semis, with Marvell's reported Google chip win pressuring Broadcom. Overall the index looks range-bound at the top but with genuine sub-sector momentum worth targeting selectively.
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 | DASH | SKIP | — | $219.26 → $230.22 stop $201.28 |
Position cap reached — 85 of 20 slots in use. |
| #2 | CMCSA | SKIP | — | $26.86 → $28.20 stop $24.95 |
Position cap reached — 85 of 20 slots in use. |
| #3 | AMGN | SKIP | — | $439.63 → $461.61 stop $402.26 |
Position cap reached — 85 of 20 slots in use. |
| #4 | BKR | SKIP | — | $64.50 → $67.72 stop $59.60 |
Position cap reached — 85 of 20 slots in use. |
| #5 | FANG | SKIP | — | $212.23 → $222.84 stop $200.77 |
Position cap reached — 85 of 20 slots in use. |
Already open: MTB (to Aug 20), CSX (to Aug 22), WAB (to Aug 22), CSX (to Aug 22), HON (to Aug 22), DGX (to Aug 23), HON (to Aug 23), JPM (to Aug 23), UNP (to Aug 23), CB (to Aug 24), JPM (to Aug 24), DGX (to Aug 26) … and 73 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.
DoorDash runs one of the largest food and grocery delivery platforms in the country. Its 50-day average price has just crossed above its 200-day average (a classic bullish 'golden cross' signal), and the stock is comfortably beating the broader market. The main risk is that delivery apps trade on high growth expectations, so any stumble could trigger an outsized drop.
Why the AI likes it
What could go wrong
Calibrated probability: 72% (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
Comcast owns Xfinity internet/cable service and NBCUniversal's TV and film studios. The stock has rallied strongly over the past month and is decisively beating the broader market, with healthy but not overheated momentum. The main risk is that the stock's longer-term trend line is still catching up, so this could be an early-stage recovery rather than an established rally.
Why the AI likes it
What could go wrong
Calibrated probability: 72% (raw model estimate: 64%) — 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
Amgen is a large biotech company known for drugs treating cancer, bone disease, and other chronic conditions. Like much of the biotech sector, its shares have jumped sharply this month as investors rotate money into healthcare names, and the stock is trading near a fresh high. The key risk is that the rally has been fast and the stock now looks overbought, meaning it could cool off before climbing further.
Why the AI likes it
What could go wrong
Calibrated probability: 72% (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
Baker Hughes sells equipment and services to energy and industrial companies, including gear for data-center power needs. It beat earnings expectations by a wide margin and raised its full-year order guidance on record bookings. The stock is still around 8% below its 52-week high, but insider selling and a volume-based warning sign are worth watching.
Why the AI likes it
What could go wrong
Calibrated probability: 72% (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
Diamondback Energy is a major U.S. oil and gas producer focused on the Permian Basin. Its stock is climbing steadily, comfortably outpacing the broader tech-heavy market, and the technical picture is clean without being overheated. The main risk is that its fortunes are tied to oil prices, which can swing quickly on global supply and demand news.
Why the AI likes it
What could go wrong
Calibrated probability: 72% (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
This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by September 18, 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 26 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.