AI Stock Picks — NASDAQ 100

Monday, August 17, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Optimistic  Calm market · VIX 15.0

Breadth across the NASDAQ 100 is strong, with a broad group of semiconductor, memory/storage, and AI-infrastructure names posting double-digit 30-day gains alongside accelerating 5-day momentum, pointing to a capex-driven rally that is broadening beyond mega-cap AI leaders into equipment, test, and storage suppliers. Travel, consumer-discretionary, and select biotech/healthcare names are also pushing toward 52-week highs, suggesting healthy risk appetite rather than narrow leadership.

AI infrastructure and data-center capex supercycle lifting memory, storage, and networking suppliersSemiconductor equipment and test names (Lam, ASML, KLA, Teradyne, Applied Materials) turning up as the chip cycle broadensResilient consumer/travel spending (Booking, Airbnb, DoorDash, Starbucks) trading near highsSelect biotech/medtech strength (Regeneron, Amgen, DexCom) near 52-week highs on steady momentum

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 4
0%
72 · 640.5%
640.5% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 ABNB SKIP — $180.95 → $190.30
stop $165.93
 Position cap reached — 72 of 20 slots in use.
#2 BKNG SKIP — $209.81 → $220.30
stop $193.86
 Position cap reached — 72 of 20 slots in use.
#3 GEHC SKIP — $72.79 → $76.43
stop $67.62
 Position cap reached — 72 of 20 slots in use.
#4 ASML SKIP — $1,874.98 → $1,968.73
stop $1,734.36
 Position cap reached — 72 of 20 slots in use.

Already open: USB (to Aug 18), USB (to Aug 19), 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) … and 60 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
17 picks
Blaze
9 picks
Nova
2 picks
Orion
10 picks
Quinn
15 picks

4 Stock Picks

Sector concentration cap applied: 1 lower-ranked pick removed to keep at most 2 picks per sector (DASH), so the final list isn't over-concentrated in one sector.
#1 ABNBAirbnb, Inc.
3/5 Agents Agree  Risk 4/10
Strong conviction · 73%

Airbnb runs the popular platform for booking short-term home rentals and travel stays worldwide. The stock has climbed strongly and is outperforming the broader market, riding a wave of healthy travel demand. The main risk is that the stock is trading near overbought territory, which can sometimes precede a short-term pullback.

Stop-loss$165.93-8.3%
Today's price$180.95
Target$190.30+5.2%
Agents estimate: $190.60 (+0.2% vs target)
If you invested $1,000
▲$1,052 if the target hits (+5.2%)
▼$917 if the stop-loss is hit (-8.3%)
The AI puts the chance of the win case at 73%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

Show the detailed analysis

Calibrated probability: 73% (raw model estimate: 62%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
62%
+0.1%
10%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice.

What each AI analyst estimated

Aria
65%
High
Blaze
—
—
Nova
—
—
Orion
61%
High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 BKNGBooking Holdings Inc.
3/5 Agents Agree  Risk 4/10
Strong conviction · 73%

Booking Holdings operates leading online travel booking platforms including Booking.com and Priceline. The stock has risen solidly and is outperforming the broader tech market, supported by strong travel demand and positive technical signals. The main risk is that its very short-term momentum has slowed somewhat, so the rally could stall if travel-related news turns less favorable.

Stop-loss$193.86-7.6%
Today's price$209.81
Target$220.30+5.0%
If you invested $1,000
▲$1,050 if the target hits (+5.0%)
▼$924 if the stop-loss is hit (-7.6%)
The AI puts the chance of the win case at 73%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

Show the detailed analysis

Calibrated probability: 73% (raw model estimate: 65%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
60%
+0.6%
10%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice.

What each AI analyst estimated

Aria
70%
High
Blaze
66%
High
Nova
—
—
Orion
—
—
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#3 GEHCGE HealthCare Technologies Inc.
3/5 Agents Agree  Risk 4/10
Strong conviction · 73%

GE HealthCare makes medical imaging equipment and other healthcare diagnostic technology used by hospitals worldwide. The stock has risen and is outperforming the broader market, supported by positive technical signals. The main risk is that its long-term trend line is only barely below its price, so it hasn't yet confirmed a fully bullish long-term technical setup.

Stop-loss$67.62-7.1%
Today's price$72.79
Target$76.43+5.0%
If you invested $1,000
▲$1,050 if the target hits (+5.0%)
▼$929 if the stop-loss is hit (-7.1%)
The AI puts the chance of the win case at 73%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

Show the detailed analysis

Calibrated probability: 73% (raw model estimate: 66%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
59%
+0.9%
10%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice.

What each AI analyst estimated

Aria
70%
High
Blaze
66%
High
Nova
—
—
Orion
—
—
Quinn
62%
High

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#4 ASMLASML Holding N.V.
2/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 73%

ASML makes the advanced photolithography machines that are essential for manufacturing the world's most advanced computer chips, giving it a near-monopoly position in a critical part of the chip supply chain. The stock is climbing steadily with strong supportive technical signals, and its typical price swings have been more moderate than many AI-linked peers, implying a smaller potential downside. The main risk is that its gains versus the broader market have been modest, so it may not move as fast as more speculative AI stocks.

Stop-loss$1,734.36-7.5%
Today's price$1,874.98
Target$1,968.73+5.0%
If you invested $1,000
▲$1,050 if the target hits (+5.0%)
▼$925 if the stop-loss is hit (-7.5%)
The AI puts the chance of the win case at 73%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

Show the detailed analysis

Calibrated probability: 73% (raw model estimate: 66%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
60%
+0.8%
10%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice.

What each AI analyst estimated

Aria
72%
Very High
Blaze
—
—
Nova
—
—
Orion
—
—
Modest gain and relative strength barely above the benchmark, not a standout momentum name right now
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 September 16, 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 September 16, 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 27 candidates for deep analysis by the five analysts. Here is what happened to each one.

  • NBISNebius Group N.V.Dropped at merge
    Scout: Explosive AI-cloud momentum (+51% 30-day, +46% 5-day) and only ~10% off its 52-week high signals the move still has room.
    Reward-to-risk 0.37 is below the 0.50 minimum — a +5.75% target against a -15.6% stop.
  • MUMicron Technology, Inc.Dropped at merge
    Scout: Memory supercycle driving +20% 30-day and +19% 5-day gains with continued acceleration into AI/data-center demand.
    Reward-to-risk 0.44 is below the 0.50 minimum — a +5.30% target against a -12.0% stop.
  • STXSeagate Technology Holdings plcDropped at merge
    Scout: Storage demand tailwind with +28% 30-day and +26% 5-day returns, momentum still building.
    Reward-to-risk 0.41 is below the 0.50 minimum — a +5.50% target against a -13.5% stop.
  • WDCWestern Digital CorporationDropped at merge
    Scout: 5-day return (+24%) outpacing the 30-day figure shows fresh acceleration in the storage rally.
    Reward-to-risk 0.36 is below the 0.50 minimum — a +5.12% target against a -14.1% stop.
  • SNDKSandisk CorporationDropped at merge
    Scout: Flash/NAND demand spike, +45% over 5 days on top of a strong 30-day trend.
    Reward-to-risk 0.34 is below the 0.50 minimum — a +5.50% target against a -16.1% stop.
  • TERTeradyne, Inc.Dropped at merge
    Scout: Chip-test equipment order strength driving +34% 30-day and +18% 5-day gains, broadening the semi upcycle.
    Reward-to-risk 0.46 is below the 0.50 minimum — a +5.75% target against a -12.6% stop.
  • LITELumentum Holdings Inc.Dropped at merge
    Scout: Optical networking exposure to AI data-center buildouts, +32% 30-day with +19% 5-day follow-through.
    Reward-to-risk 0.39 is below the 0.50 minimum — a +5.38% target against a -13.8% stop.
  • CRWVCoreWeave, Inc.Dropped at merge
    Scout: Direct AI cloud-infrastructure play up +42% 30-day and +18% 5-day, aligned with data-center capex news flow.
    Reward-to-risk 0.37 is below the 0.50 minimum — a +5.25% target against a -14.1% stop.
  • MRVLMarvell Technology, Inc.Dropped at merge
    Scout: Custom AI silicon demand fueling +25% 30-day and +13% 5-day gains.
    Reward-to-risk 0.39 is below the 0.50 minimum — a +5.33% target against a -13.6% stop.
  • LRCXLam Research CorporationDropped at merge
    Scout: Semi-equipment name accelerating (+10% 5-day vs +7% 30-day) as the chip cycle broadens.
    Reward-to-risk 0.40 is below the 0.50 minimum — a +5.00% target against a -12.5% stop.
  • NVDANVIDIA CorporationAlready held
    Scout: Steady AI-leadership momentum, only ~4% off its 52-week high with consistent 5-day and 30-day gains.
    Already held: a position opened 2026-08-06 runs until 2026-09-05 (20 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AMDAdvanced Micro Devices, Inc.Passed over
    Scout: 5-day return (+9%) sharply outpacing the 30-day figure, indicating fresh buying pressure.
    Aria: 5-day momentum has stalled and the stock is underperforming the Nasdaq-100 benchmark, failing the relative-strength requirement
    Orion: 30-day gain is weak and the stock is underperforming the Nasdaq despite the semiconductor tailwind
    Quinn: Weak relative strength versus the broader market plus an OBV divergence outweigh a barely positive MACD signal.
  • INTCIntel CorporationDropped at merge
    Scout: Turnaround momentum building with +9% 30-day and +7% 5-day gains on heavy volume.
    Reward-to-risk 0.41 is below the 0.50 minimum — a +5.00% target against a -12.2% stop.
  • ASMLASML Holding N.V.Picked #4
    Scout: Lithography leader accelerating (+8% 5-day) while sitting just ~6% off its 52-week high.
    Made the final report at #4.
  • KLACKLA CorporationDropped at merge
    Scout: Sharp 5-day reversal (+6%) after a 30-day dip suggests renewed buying in semi-equipment names.
    Qualified on merit but ranked #8, outside the 5-pick limit for this run.
  • AMATApplied Materials, Inc.Dropped at merge
    Scout: Stabilizing after a flat 30-day period with a positive 5-day tick as equipment demand firms.
    Qualified on merit but ranked #7, outside the 5-pick limit for this run.
  • WDAYWorkday, Inc.Dropped at merge
    Scout: Enterprise cloud software surge, +34% 30-day with continued +5% 5-day gains.
    Reward-to-risk 0.41 is below the 0.50 minimum — a +5.00% target against a -12.3% stop.
  • ADBEAdobe Inc.Passed over
    Scout: +8% 30-day gain as AI-tool monetization narrative regains traction.
    Aria: 5-day momentum has turned slightly negative even though the 30-day trend is positive, failing the short-term momentum requirement
    Blaze: Reported a solid earnings beat and guidance raise two months ago, but the stock has been sliding over the past week and its next earnings report falls inside the 30-day window.
    Quinn: MACD histogram is negative and RSI isn't oversold, so none of the framework's qualifying momentum or squeeze conditions are met.
  • ABNBAirbnb, Inc.Picked #1
    Scout: +24% 30-day gain and only ~3% off its 52-week high reflects resilient travel demand.
    Made the final report at #1.
  • BKNGBooking Holdings Inc.Picked #2
    Scout: +15% 30-day return with the stock consolidating near highs, a healthy base for continuation.
    Made the final report at #2.
  • DASHDoorDash, Inc.Passed over
    Scout: +17% 30-day and +3% 5-day gains show sustained delivery-demand momentum.
    Blaze: Revenue growth is accelerating, but the company missed EPS estimates and net income declined year over year, a mixed signal that undercuts the bullish case.
  • SBUXStarbucks CorporationDropped at merge
    Scout: Turnaround gaining steam, +3% 30-day and +3% 5-day, just ~2% off its 52-week high.
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • REGNRegeneron Pharmaceuticals, Inc.Already held
    Scout: +20% 30-day gain with the stock only ~1.5% off its 52-week high, strong biotech momentum.
    Already held: a position opened 2026-08-14 runs until 2026-09-13 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AMGNAmgen Inc.Already held
    Scout: +14% 30-day return and just ~1% off its 52-week high signals a sustained pharma rally.
    Already held: a position opened 2026-08-10 runs until 2026-09-09 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DXCMDexCom, Inc.Already held
    Scout: +17% 30-day gain with the stock trading within 3% of its 52-week high.
    Already held: a position opened 2026-08-12 runs until 2026-09-11 (26 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • GEHCGE HealthCare Technologies Inc.Picked #3
    Scout: +15% 30-day gain on continued positive 5-day follow-through in healthcare technology.
    Made the final report at #3.
  • FANGDiamondback Energy, Inc.Passed over
    Scout: Trading close to its 52-week high (~5% off) with steady positive momentum across both windows.
    Aria: Share price is underperforming the Nasdaq-100 benchmark despite modest gains, failing the relative-strength requirement
    Orion: Energy is not aligned with the current growth/AI-capex-driven rotation and no sector tailwind was confirmed
    Quinn: Volume isn't confirming the price action (OBV divergence) and relative strength is negative versus the broader market, pulling the probability to the floor.

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.