AI Stock Picks — NASDAQ 100

Monday, September 28, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Optimistic  Normal choppiness · VIX 16.1

Breadth is highly dispersed: semiconductor and AI-infrastructure names (memory, foundry equipment, connectivity, networking security) are showing sustained 5-day and 30-day strength and are trading near 52-week highs, while several high-multiple software, travel, and consumer-discretionary names have sold off sharply. The setup favors continued near-term strength in the hardware/AI-capex complex even as overall index breadth stays uneven.

AI infrastructure and semiconductor capex cycle driving sustained momentum in memory, equipment, and networking chip namesRotation away from richly-valued software/SaaS and consumer-discretionary/travel names into hardware and defensive-growth namesElevated single-name volatility and wide dispersion across mega-caps, with several names testing 52-week highs and others deep in drawdown

Today's Actionable List

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.

0 of 2
0%
61 · 262.7%
262.7% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 TXN SKIP — $278.31 → $292.61
stop $254.93
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#2 ASML SKIP — $1,771.41 → $1,864.36
stop $1,622.61
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.

Already open: IMI.L (to Sep 30), HSX.L (to Oct 1), LSEG.L (to Oct 1), ADM (to Oct 2), BEZ.L (to Oct 2), BIIB (to Oct 3), DE (to Oct 3), ELV (to Oct 4), HSBA.L (to Oct 7), ITRK.L (to Oct 8), SDR.L (to Oct 9), VOD.L (to Oct 9) … and 49 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.

Behind the scenes: how each AI analyst did
Aria
8 picks
Blaze
5 picks
Nova
3 picks
Orion
4 picks
Quinn
8 picks

2 Stock Picks

Diversification filter applied: 3 picks removed due to high same-sector price correlation with a higher-ranked pick (MCHP, MPWR, TER), avoiding concentrated sector exposure.
#1 TXNTexas Instruments Incorporated
4/5 Agents Agree  Risk 5/10  ⚠ Conflicting Signals  ⚠ Earnings in Window
Moderate conviction · 55%

Texas Instruments makes the analog chips that go inside cars, phones, and industrial equipment. Its stock has been climbing steadily and is beating the broader tech market, with healthy (not overheated) momentum and a clean upward price structure. The main risk is that chip stocks tend to move fast in both directions if overall market sentiment shifts.

Stop-loss$254.93-8.4%
Today's price$278.31
Target$292.61+5.1%
Agents estimate: $292.99 (+0.1% vs target)
If you invested $1,000
▲$1,051 if the target hits (+5.1%)
▼$916 if the stop-loss is hit (-8.4%)
The AI puts the chance of the win case at 55%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

⚔ The Skeptic's View — Sage, the Devil's Advocate
  • Today's +7.61% single-day jump against a 30-day return of only +6.67% means nearly all of the month's gain came in one session, and price is now sitting right at the upper Bollinger Band (279.00 vs. price 278.31) — a classic exhaustion/mean-reversion setup rather than sustainable trend continuation.
  • The bull cites a '5-day gain of +3.9%' but the 5-day return figure in the price data is actually 2.75%, and that figure is now stale relative to today's 7.6% spike — the momentum numbers cited don't reconcile, and a gap this large 16.68% below the 52-week high still leaves room for a sharp round-trip retracement.
Show the detailed analysis

Calibrated probability: 55% (raw model estimate: 62%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
62%
-0.0%
0%

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

Aria
72%
Very High
Blaze
—
—
Strong underlying revenue and profit growth, but the confirming data is over two months old, its earnings report falls inside the 30-day window, and its beat streak wasn't strong enough to offset those risks.
Nova
53%
Medium
Orion
61%
High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 ASMLASML Holding N.V.
4/5 Agents Agree  Risk 6/10  ⚠ Conflicting Signals  ⚠ Earnings in Window
Moderate conviction · 55%

ASML makes the specialized machines that manufacture the world's most advanced computer chips, putting it at the center of the AI-hardware buildout. Its price is trending up steadily, beating the broader tech market, with healthy technical strength. The main risk is its high price tag, which means dollar-value swings can look larger even when the percentage move is normal.

Stop-loss$1,622.61-8.4%
Today's price$1,771.41
Target$1,864.36+5.3%
Agents estimate: $1,868.74 (+0.2% vs target)
If you invested $1,000
▲$1,053 if the target hits (+5.3%)
▼$916 if the stop-loss is hit (-8.4%)
The AI puts the chance of the win case at 55%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

⚔ The Skeptic's View — Sage, the Devil's Advocate
  • The bull's own probability (64%) sits barely above the run's minimum threshold, yet ASML is still 11.43% below its 52-week high, meaning today's 4.44% pop is a bounce within a longer downtrend rather than confirmation of a new uptrend.
  • MACD histogram at +13.96 with the MACD line still only marginally positive (3.86) against a deeply negative signal line (-10.10) reflects a very recent, sharp inflection — not an established rising trend — raising the risk that today's volume-driven move reverses once the initial catalyst fades.
Show the detailed analysis

Calibrated probability: 55% (raw model estimate: 64%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
62%
+0.3%
0%

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

Aria
72%
Very High
Blaze
—
—
Decent technicals and a history of earnings beats, but no company-specific news, insider, or earnings-release data was available to confirm a fresh catalyst, and its earnings report falls inside the 30-day window.
Nova
56%
Medium
Orion
66%
High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha

Retail Investor Execution Guide

This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by October 28, 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

  1. Act within one trading day. Prices are freshest now. The longer you wait, the more the entry price drifts away from what the agents analysed.
  2. Verify the entry price. Check the live price before buying. If a stock has already moved more than 3% above the Current Price shown in the report, skip it or wait for a pullback — the risk/reward has shifted.
  3. Use limit orders, not market orders. Set your buy limit at or below the Current Price shown. Chasing with a market order gives brokers and algorithms an advantage over you.
  4. Set your stop-loss immediately after buying. Use the Max Downside % on each pick card as your hard exit level. If the price falls to that level, sell without hesitation — the trade thesis is broken.
  5. Set a take-profit at the Target Price. Place a limit sell order at the Target Price shown. When it fills, the trade is done — resist the urge to hold for more.
  6. Exit all positions by October 28, 2026. This is your hard deadline. If a stock has not hit its target by then, exit anyway. Holding past the window turns a short-term trade into an unsupervised long-term position.
  7. Never add to a losing position. If your stop-loss is hit, exit completely. Averaging down turns a small, controlled loss into a potentially large one.

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

These picks are generated by AI agents for informational and educational purposes only. They do not constitute financial advice or a recommendation to buy or sell any security. Probability estimates reflect the agents' analytical models — they are not guarantees of any outcome. Past results are not indicative of future performance. Markets can and do move against even well-researched trades. Always conduct your own research, and consider seeking advice from a licensed financial adviser before placing any orders. Never invest money you cannot afford to lose.

Understanding the Numbers

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.

AI Conviction Meter
Estimated probability of hitting the target, shown as a 5-bar gauge
The filled bars and label translate the AI's probability estimate into plain language: 75%+ is Very strong, 60–74% Strong, 50–59% Moderate, below 50% Cautious. Where enough past picks have been resolved, the probability is calibrated against the AI's real track record.
e.g. "Moderate conviction · 58%" — the AI thinks this trade works slightly more often than a coin flip.
✓ More filled bars = more confidence — but even Very strong picks fail sometimes; always size positions accordingly.
If You Invested $1,000
$1,000 × (1 + Target Gain ÷ 100)  /  $1,000 × (1 + Max Downside ÷ 100)
The same Target Gain and Max Downside percentages expressed in concrete money terms for a $1,000 position — what you'd have if the target hits versus if your stop-loss is triggered.
e.g. +10% target and −12.3% stop → $1,100 on a win, $877 on a stopped-out loss.
✓ Scales linearly — a $500 position sees half these amounts, a $2,000 position double.
Current Price
Market price at time of analysis
The stock's price when this report was generated. All other figures on the card are calculated from this reference point.
e.g. $215.20 — check the live price before placing an order; if it has moved more than ~3%, re-evaluate the risk/reward.
✓ No positive/negative distinction — it is simply your cost basis.
Target Price
Current Price × (1 + Target Gain ÷ 100)
The price the agents project the stock could reach within the time window. This is your take-profit level — place a limit sell order here after buying.
e.g. $215.20 × 1.085 = $233.49 target on an 8.5% pick.
✓ Always above Current Price — this tool only selects upside candidates.
Target Gain
(Target Price − Current Price) ÷ Current Price × 100
The percentage return you would earn if the stock hits its Target Price from your entry. Set by the run parameters — every pick in this report targets the same percentage.
e.g. +8.5% means a $100 stock has a $108.50 target; a $500 stock has a $542.50 target.
✓ Always positive — picks are upside-only. A larger % means a bigger move is required.
Max Downside
Estimated stop-loss level, as % below entry
The worst-case loss the agents estimated if the thesis fails — based on key support levels and recent volatility. Use this as your hard stop-loss. If the price falls to this level, exit immediately; the trade thesis is broken.
e.g. −12.0% means: if you bought at $100, sell if it drops to $88.00.
⚠ Always negative. A smaller magnitude (e.g. −5%) = tighter risk. A larger magnitude (e.g. −20%) = more room to fall before you exit — riskier.
Reward : Risk
Target Gain ÷ |Max Downside|
How much you could gain for every dollar you are risking. A ratio of 2.0:1 means you stand to make $2 for every $1 at risk. Higher is better.
e.g. 8.5% gain ÷ 12% downside = 0.7:1 (unfavourable). 10% gain ÷ 5% downside = 2.0:1 (good).
✓ ≥ 2.0:1 is strong. ⚠ < 1.0:1 means you are risking more than you could gain — approach with caution.
Breakeven Win Rate
|Max Downside| ÷ (Target Gain + |Max Downside|) × 100
The minimum percentage of trades at this reward:risk that must succeed for you to break even over time — regardless of how good your stock picking is.
e.g. 12 ÷ (8.5 + 12) = 59% — you need roughly 6 in 10 trades to win just to avoid losing money.
✓ Lower is better — ≤ 35% means even a poor win rate is survivable. ⚠ ≥ 55% means you need most trades to work out.
Expected Value
(Probability% × Target Gain%) + ((1 − Probability%) × Max Downside%)
The average return per trade if the AI's probability estimate is accurate over many similar trades. A positive Expected Value means the trade has a mathematical edge; a negative value means the math works against you on average, even if you sometimes win.
e.g. 65% × +8.5% + 35% × −12% = +1.3% EV. Over 100 similar trades you would expect an average gain of 1.3% per trade.
✓ Positive = edge in your favour over many trades. ⚠ Negative = the math loses money on average — even if individual wins feel good. Note: EV is only as reliable as the probability estimate.
Suggested Allocation
half-Kelly: (Probability ÷ |Max Downside| − (1 − Probability) ÷ Target Gain) ÷ 2, capped at 10%
The Kelly criterion computes the portfolio fraction that maximises long-run growth for a bet with these odds; half-Kelly is the standard hedge against the probability estimate being too optimistic. Uses the calibrated probability where available. 0% means the math sees no edge worth sizing; — means it couldn't be computed.
e.g. 57% probability, +10% target, −13% downside → Kelly ≈ 8.5% of portfolio, half-Kelly ≈ 4.2%.
Generic sizing guidance only — not personal investment advice. Position sizing must reflect your own portfolio, risk tolerance and circumstances.
Every stock Scout considered — and why each was discarded

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.

  • WBDWarner Bros. Discovery, Inc.Passed over
    Scout: Trading essentially at its 52-week high with positive 5-day and 30-day returns, showing a clean breakout pattern.
    Aria: Passed the trend screen, but its RSI of 75.7 after a single-day 7% jump signals overbought conditions and elevated pullback risk.
    Blaze: Revenue and profit actually declined last quarter, the stock is already overbought after a big one-day jump, and insiders including the CEO have been selling heavily — no genuine catalyst supports further near-term upside.
    Nova: Recent news found was generic market coverage, not a company-specific catalyst for Warner Bros. Discovery, despite strong price momentum
    Orion: Media sector is not aligned with the current hardware/AI-capex rotation, and the stock looks overbought
    Quinn: RSI at 75.7 is approaching overbought territory, raising reversal risk even though the mechanical setup score matches other candidates.
  • NVDANVIDIA CorporationAlready held
    Scout: Steady uptrend just 3% off its 52-week high with consistent positive short- and medium-term returns; core AI-capex beneficiary.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PANWPalo Alto Networks, Inc.Already held
    Scout: Strong 5-day gain and proximity to its 52-week high point to renewed buying interest in cybersecurity.
    Already held: a position opened 2026-09-16 runs until 2026-10-16 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CRWDCrowdStrike Holdings, Inc.Already held
    Scout: Double-digit 30-day gain with price sitting less than 2% from its 52-week high, indicating sustained momentum.
    Already held: a position opened 2026-09-23 runs until 2026-10-23 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AAPLApple Inc.Already held
    Scout: Consistent 30-day appreciation and trading within 2% of its 52-week high, a stable momentum leader among mega-caps.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • FTNTFortinet, Inc.Already held
    Scout: Positive across both short- and medium-term windows and close to its 52-week high, reflecting steady demand for security software.
    Already held: a position opened 2026-09-24 runs until 2026-10-24 (26 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AMDAdvanced Micro Devices, Inc.Already held
    Scout: Exceptional 30-day return (~29%) with price only ~5% below its 52-week high, driven by AI-accelerator demand.
    Already held: a position opened 2026-09-21 runs until 2026-10-21 (23 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DDOGDatadog, Inc.Already held
    Scout: Strong acceleration in both 5-day (+9.6%) and 30-day (+13.4%) returns while approaching its 52-week high.
    Already held: a position opened 2026-09-25 runs until 2026-10-25 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • METAMeta Platforms, Inc.Dropped at merge
    Scout: Exceptional 30-day gain (~25%) and still only ~8% below its 52-week high despite a minor short-term pullback.
    Qualified on merit but ranked #8, outside the 5-pick limit for this run.
  • FASTFastenal CompanyPassed over
    Scout: Steady positive momentum across both windows while trading near its 52-week high, a low-volatility momentum name.
    Aria: Trend is positive but the stock is slightly underperforming the broader market, failing the relative-strength requirement.
    Blaze: Sales growth was solid but the data is over two months old, and its earnings report falls inside the 30-day holding window, making this a weaker, event-driven case.
    Nova: No news catalyst available, and the stock's price move was too modest — below-average volume and weak momentum — to support a price-action based case
    Quinn: Volume is not confirming the price move (on-balance volume divergence), which pulls the probability down to the 50% floor.
  • ROSTRoss Stores, Inc.Dropped at merge
    Scout: Consistent positive momentum and proximity to its 52-week high suggest continued strength in off-price retail.
    Qualified on merit but ranked #7, outside the 5-pick limit for this run.
  • MARMarriott International, Inc.Dropped at merge
    Scout: Solid 5-day and 30-day gains support continuation in lodging demand.
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • ADIAnalog Devices, Inc.Already held
    Scout: Broad-based analog-chip strength with a strong 5-day pop and sustained 30-day gain.
    Already held: a position opened 2026-09-11 runs until 2026-10-11 (13 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ASMLASML Holding N.V.Picked #2
    Scout: Steady gains in both windows reflect continued demand for advanced lithography equipment tied to AI chip capacity buildout.
    Made the final report at #2.
  • TXNTexas Instruments IncorporatedPicked #1
    Scout: Consistent positive momentum across 5-day and 30-day windows in the broader semiconductor upswing.
    Made the final report at #1.
  • MUMicron Technology, Inc.Already held
    Scout: Strong 30-day return on the back of the memory/AI-storage upcycle, still with room before its 52-week high.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • TERTeradyne, Inc.Diversification filter
    Scout: Strong 5-day and 30-day momentum tied to semiconductor test equipment demand.
    Dropped by diversification filter: 0.90 30-day daily-return correlation with ASML (both in Technology).
  • STXSeagate Technology Holdings plcAlready held
    Scout: Sustained gains across both windows reflect strong storage/data-center demand trends.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MPWRMonolithic Power Systems, Inc.Diversification filter
    Scout: Solid 5-day and 30-day gains driven by power-management chip demand for AI servers.
    Dropped by diversification filter: 0.72 30-day daily-return correlation with ASML (both in Technology).
  • WMTWalmart Inc.Already held
    Scout: Modest but consistent positive momentum provides a defensive complement to the more volatile growth names.
    Already held: a position opened 2026-09-14 runs until 2026-10-14 (16 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MCHPMicrochip Technology IncorporatedDiversification filter
    Scout: Positive momentum across both windows as the broader analog/embedded-chip recovery continues.
    Dropped by diversification filter: 0.85 30-day daily-return correlation with TXN (both in Technology).
  • NXPINXP Semiconductors N.V.Dropped at merge
    Scout: Steady gains in both the 5-day and 30-day windows amid strengthening auto/industrial chip demand.
    Only Aria selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: Very High, 72% raw (59% after calibration)).
  • ALABAstera Labs, Inc.Dropped at merge
    Scout: Strong 30-day return tied to AI-connectivity infrastructure demand, with continued near-term positive momentum.
    Reward-to-risk 0.46 is below the 0.50 minimum — a +5.79% target against a -12.6% stop.
  • RKLBRocket Lab CorporationDropped at merge
    Scout: Strong 5-day and 30-day momentum reflecting continued investor appetite for space-launch growth names.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: High, 70% raw (59% after calibration)).
  • CDNSCadence Design Systems, Inc.Dropped at merge
    Scout: Sharp 5-day reversal (+10.8%) suggests renewed buying in EDA software tied to AI chip design demand.
    Only Blaze selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: Very High, 79% raw (59% after calibration)).

Agent Analytical Approaches

Aria

Momentum & Technical

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.

Blaze

Fundamental & Earnings

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).

Nova

News Catalyst & Event-Driven

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.

Orion

Macro & Sector Rotation

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.

Sage

Devil's Advocate

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.

Quinn

Quantitative / Statistical

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.