AI Stock Picks — NASDAQ 100

Friday, August 21, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Neutral  Normal choppiness · VIX 15.4

The Nasdaq 100 is sharply bifurcated: AI-infrastructure semiconductors and hardware names (INTC, AMD, AVGO, KLAC, AMAT, LRCX, QCOM, ARM, STX, WDC) are in steep multi-week drawdowns on capex-digestion fears, while healthcare/biotech, select consumer, industrial-services, and payroll/HR software names show sustained 30-day uptrends and sit within a few percent of their 52-week highs. Breadth is narrow, so near-term 5%+ setups favor names with confirmed momentum and proximity to highs rather than bottom-fishing the beaten-down chip complex.

Biotech/pharma breakout (AMGN, REGN, VRTX, GILD, DXCM) on strong sustained 30-day gains near 52-week highsSemiconductor and AI-infrastructure selloff (INTC, AMD, AVGO, KLAC, AMAT, ARM, WDC, STX) creating broad-based drag on the indexResilient consumer, travel, and business-services names (ABNB, BKNG, MELI, ADP, PAYX, CTAS, CSX) holding uptrends despite tech weakness

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%
97 · 853%
853% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 KDP SKIP — $31.95 → $33.60
stop $29.65
 Position cap reached — 97 of 20 slots in use.
#2 ROP SKIP — $410.13 → $431.99
stop $378.14
 Position cap reached — 97 of 20 slots in use.

Already open: CSX (to Aug 22), WAB (to Aug 22), CSX (to Aug 22), JPM (to Aug 23), UNP (to Aug 23), CB (to Aug 24), JPM (to Aug 24), JPM (to Aug 26), CB (to Aug 27), JPM (to Aug 27), RTX (to Aug 27), WAB (to Aug 27) … and 85 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
3 picks
Blaze
5 picks
Nova
No picks
None of the seven candidates had a confirmed, company-specific catalyst reported within the last 21 days — every news search either came back empty or returned only generic, unrelated market headlines, so Step 2 of the catalyst framework (recency/catalyst screen) failed for all of them. This is a genuine negative finding rather than a data gap, so no picks qualify under a catalyst-driven approach today.
Orion
3 picks
Quinn
2 picks

2 Stock Picks

#1 KDPKeurig Dr Pepper Inc.
4/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 72%

Keurig Dr Pepper makes and sells coffee makers, coffee pods, sodas, and other beverages found in most grocery stores. The stock has climbed steadily over the past month and is now trading above both its 50-day and 200-day price averages while beating the broader market, a sign buyers are firmly in control. The main risk is that the price is already brushing up against a technical ceiling, so the rally could stall if the broader market weakens.

Stop-loss$29.65-7.2%
Today's price$31.95
Target$33.60+5.2%
Agents estimate: $33.64 (+0.1% vs target)
If you invested $1,000
▲$1,052 if the target hits (+5.2%)
▼$928 if the stop-loss is hit (-7.2%)
The AI puts the chance of the win case at 72%. 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 30-day gain is almost entirely a single-day pop: PreviousClose $30.21 to $31.95 is a 5.76% jump in one session, while 5-day momentum is only 1.62% per the price snapshot (vs. the 3.42% cited in the thesis from a different window) — the trend looks like a gap event, not steady accumulation.
  • MACD line (0.126) sits above its signal (-0.064) but the histogram of 0.19 on a sub-$1 ATR (0.96) is a small absolute edge, and price is already pinned near the upper Bollinger Band ($32.28 vs. $31.95 close), leaving little room before mean-reversion resistance.
Show the detailed analysis

Calibrated probability: 72% (raw model estimate: 66%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
58%
+1.0%
8.5%

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
75%
Very High
Blaze
69%
High
Nova
—
—
News search returned no Keurig Dr Pepper-specific event — only generic market headlines unrelated to the company — so no confirmed catalyst within the last 21 days.
Orion
58%
Medium
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 ROPRoper Technologies, Inc.
2/5 Agents Agree  Risk 4/10
Strong conviction · 72%

Roper Technologies owns a collection of specialized software and technology businesses serving industries like healthcare, insurance, and manufacturing. The company just raised its full-year profit guidance and beat expectations, and it's been buying back a large amount of its own stock — strong signs of confidence from management. The main risk is that the stock has already jumped nearly 17% in the past month, so much of this good news may already be reflected in the price.

Stop-loss$378.14-7.8%
Today's price$410.13
Target$431.99+5.3%
Agents estimate: $433.34 (+0.3% vs target)
If you invested $1,000
▲$1,053 if the target hits (+5.3%)
▼$922 if the stop-loss is hit (-7.8%)
The AI puts the chance of the win case at 72%. 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
  • Only 2 of 5 agents agreed despite the strong narrative, and the MACD histogram has just turned negative (-0.23, MACD line 11.05 below signal 11.29), signaling bearish momentum divergence even as price sits near the upper Bollinger Band ($413.79) and 23.8% below the 52-week high — a stretched, decelerating move.
  • Recent 5-day momentum has collapsed to just 0.82% after a 16.95% 30-day run, suggesting the rally has already stalled; chasing a stock this extended (RSI 65, price $410 vs. 50-day SMA $366.79, a ~12% gap) into a decelerating MACD raises reversion risk.
Show the detailed analysis

Calibrated probability: 72% (raw model estimate: 74%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
59%
+1.9%
8.5%

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
65%
High
Blaze
83%
Very High
Nova
—
—
No Roper Technologies-specific news event was found even though the stock has moved up over the past month; without a confirmed trigger the move can't be tied to a catalyst.
Orion
—
—
Jumped nearly 17% in a single day with no confirming catalyst in the data, and its industrial-technology niche isn't clearly among the sectors currently favored — chasing this size of gap for a further 5% gain looks risky rather than a fresh setup
Quinn
—
—
Large 30-day price gain isn't paired with a Bollinger squeeze, and MACD histogram is negative with RSI in a neutral-to-high zone — no setup qualifies.

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 20, 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 20, 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 24 candidates for deep analysis by the five analysts. Here is what happened to each one.

  • AMGNAmgen Inc.Already held
    Scout: Nearly 20% 30-day gain and still climbing 5-day, just 1% off its 52-week high — strong sustained biotech momentum.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • REGNRegeneron Pharmaceuticals, Inc.Already held
    Scout: Almost 25% 30-day return with continued 5-day strength and only 0.3% from its 52-week high.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • VRTXVertex Pharmaceuticals IncorporatedAlready held
    Scout: Accelerating momentum (9.3% in the last 5 days on top of a 14.7% monthly gain) sitting right at its 52-week high.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • GILDGilead Sciences, Inc.Already held
    Scout: Steady 13% 30-day gain with continued 5-day follow-through, biotech group leadership intact.
    Already held: a position opened 2026-08-18 runs until 2026-09-17 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DXCMDexCom, Inc.Already held
    Scout: 21%+ 30-day rally and just 1.4% from its 52-week high, signaling durable medtech demand.
    Already held: a position opened 2026-08-12 runs until 2026-09-11 (22 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ABNBAirbnb, Inc.Already held
    Scout: 30% monthly gain with price essentially at its 52-week high, reflecting strong travel-demand momentum.
    Already held: a position opened 2026-08-17 runs until 2026-09-16 (26 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BKNGBooking Holdings Inc.Already held
    Scout: 17% 30-day gain keeping pace with the travel-sector strength theme, within striking distance of highs.
    Already held: a position opened 2026-08-17 runs until 2026-09-16 (26 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MELIMercadoLibre, Inc.Liquidity filter
    Scout: Both 5-day (5.5%) and 30-day (6.8%) returns positive, showing renewed buying interest in LatAm e-commerce.
    20-day average daily volume 474,147 shares is below the 500,000-share liquidity floor.
  • MDLZMondelez International, Inc.Already held
    Scout: Consistent uptrend (7.8% monthly, 1.5% weekly) just 3% off its 52-week high — defensive momentum play.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • KDPKeurig Dr Pepper Inc.Picked #1
    Scout: 5.8% monthly and 1.6% weekly gains show steady consumer-staples momentum building.
    Made the final report at #1.
  • CMCSAComcast CorporationAlready held
    Scout: Double-digit monthly gain (12.3%) with continuing 5-day strength as media/telecom sentiment improves.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WBDWarner Bros. Discovery, Inc.Already held
    Scout: Positive momentum across both windows (9.9% monthly, 1.4% weekly) and only 5.4% from its 52-week high.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • FANGDiamondback Energy, Inc.Already held
    Scout: 5.4% monthly and 4% weekly gains with price just 2.9% from its 52-week high on firming energy sentiment.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BKRBaker Hughes CompanyAlready held
    Scout: Solid 11.2% monthly gain keeps energy-services momentum intact despite a minor weekly pullback.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CSXCSX CorporationAlready held
    Scout: Steady gains in both the 5-day (2.4%) and 30-day (3%) windows, just 4% from its 52-week high.
    Already held: a position opened 2026-07-23 runs until 2026-08-22 (2 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PCARPACCAR IncDropped at merge
    Scout: Modest but consistent 30-day gain (3.5%) with price only 6% off its 52-week high — stable industrial momentum.
    Only Blaze selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: Medium, 58% raw (48% after calibration)).
  • FASTFastenal CompanyAlready held
    Scout: Strong 13.9% monthly gain and just 3.2% from its 52-week high, showing durable industrial-distribution demand.
    Already held: a position opened 2026-08-10 runs until 2026-09-09 (20 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CTASCintas CorporationDropped at merge
    Scout: Positive 5-day (2.3%) and 30-day (1.8%) trends with price close (under 7%) to its 52-week high.
    Average probability across the 2 agent(s) that selected it was 59% raw (48% after calibration), below the 52% minimum to qualify.
  • ADPAutomatic Data Processing, Inc.Already held
    Scout: 14% monthly gain plus continued 5-day strength, only 9% off its 52-week high — payroll-services momentum leader.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PAYXPaychex, Inc.Dropped at merge
    Scout: 10.5% monthly and 1.4% weekly gains reinforce the payroll/HR-services sector's relative strength.
    Average probability across the 2 agent(s) that selected it was 57% raw (48% after calibration), below the 52% minimum to qualify.
  • GEHCGE HealthCare Technologies Inc.Already held
    Scout: Nearly 20% monthly gain with continued upward 5-day drift, benefiting from healthcare-sector momentum.
    Already held: a position opened 2026-08-17 runs until 2026-09-16 (26 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ROPRoper Technologies, Inc.Picked #2
    Scout: Almost 17% monthly gain with ongoing 5-day follow-through in industrial software/technology.
    Made the final report at #2.
  • MRVLMarvell Technology, Inc.Dropped at merge
    Scout: One of the few semiconductor names bucking the group selloff, up 13.4% monthly and 6.2% in the last week.
    Reward-to-risk 0.34 is below the 0.50 minimum — a +5.22% target against a -15.5% stop.
  • EAElectronic Arts IncPassed over
    Scout: Trading essentially at its 52-week high, indicating buyers are defending the level ahead of potential catalysts.
    Aria: Price history data was very limited (essentially flat) and slightly lagged the broader market, so it didn't clear the momentum and relative-strength screen.
    Blaze: Price and volatility data for EA is flat/degenerate (zero change, no RSI or moving averages available), and the price sits right at its known going-private deal value, leaving little realistic room for an independent 5% organic move.
    Nova: No EA-specific news event was found, and the price/volume history provided is too limited (essentially flat, only a few days of data) to confirm any move worth investigating.
    Orion: Price and trend data for EA was essentially flat/incomplete, making it impossible to confirm a positive recent trend, and its gaming sector isn't clearly among the market's current favored groups
    Quinn: Technical indicator data (RSI, MACD, Bollinger bands, moving averages) is unavailable due to insufficient price history, making a quantitative assessment impossible.

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.