Thursday, September 3, 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
NASDAQ 100 breadth is bifurcated but skewed bullish: mega-cap tech, several biotechs, and post-earnings software beats are pushing to or near 52-week highs on sustained 5-day and 30-day gains, while semiconductor-equipment and memory-hardware names, along with a handful of consumer/industrial laggards, are selling off sharply on likely earnings disappointments. The rally looks earnings- and catalyst-driven rather than broad-based, so selectivity matters more than index-wide beta.
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 | CEG | SKIP | — | $284.99 → $299.24 stop $262.48 |
Position cap reached — 114 of 20 slots in use. |
| #2 | WDAY | SKIP | — | $208.46 → $218.88 stop $188.24 |
Position cap reached — 114 of 20 slots in use. |
| #3 | META | SKIP | — | $614.69 → $645.42 stop $573.51 |
Position cap reached — 114 of 20 slots in use. |
| #4 | TSLA | SKIP | — | $382.61 → $401.74 stop $353.53 |
Position cap reached — 114 of 20 slots in use. |
Already open: RJF (to Sep 4), NVDA (to Sep 5), SWK (to Sep 6), WAT (to Sep 9), LLY (to Sep 10), DRI (to Sep 11), DXCM (to Sep 11), BDX (to Sep 12), BLK (to Sep 12), EXPD (to Sep 13), FDX (to Sep 13), CPAY (to Sep 16) … and 102 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.
Constellation Energy is the largest operator of nuclear power plants in the U.S. and is benefiting from rising electricity demand tied to AI data centers. Its stock is trending higher with a tightening price range that often precedes a bigger move, and a company director recently bought shares, a vote of confidence. The main risk is that the stock is still well below its 52-week high, so it needs to clear some technical resistance to keep climbing.
Why the AI likes it
What could go wrong
Calibrated probability: 66% (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
Workday sells the software that big companies use to manage payroll, HR, and finances. It just beat earnings expectations for the fourth straight quarter and announced a large new $4 billion stock buyback, both signs management is confident in the business, and the stock is still well below its 52-week high. The main risk is that shares have already climbed sharply and some of this good news may already be reflected in the price.
Why the AI likes it
What could go wrong
Calibrated probability: 66% (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.
What each AI analyst estimated
Meta runs Facebook, Instagram, and WhatsApp and makes most of its money from ads on those platforms. Its stock is climbing faster than the broader tech market lately, a sign investors like what they're seeing, and it's still well below its 52-week high, leaving room to run. The main risk is that several top executives have been steadily selling shares, and any slowdown in ad spending could hurt the stock.
Why the AI likes it
What could go wrong
Calibrated probability: 66% (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.
What each AI analyst estimated
Tesla makes electric cars and energy storage products. Its share price has surged over the past month and keeps outpacing the broader tech market, with trading volume confirming genuine buying interest. The main risk is that such a sharp rally can reverse quickly, and the stock is still trading below its longer-term average price.
Why the AI likes it
What could go wrong
Calibrated probability: 66% (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
This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by October 3, 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.