AI Stock Picks — NASDAQ 100

Monday, August 31, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Neutral  Calm market · VIX 15.0

The Nasdaq 100 is choppy today with broad indexes lower on rising yields and crude oil, but dispersion is wide: a cohort of software, semiconductor, and biotech names are showing strong, sustained 5-day and 30-day momentum and sit within single digits of their 52-week highs, likely reflecting recent earnings beats. Opportunities are concentrated rather than broad-based, so selectivity matters.

Security/enterprise software momentum (CrowdStrike, Fortinet, Palo Alto Networks) with prices near 52-week highsAI infrastructure and semiconductor strength (Nvidia, Micron, Qualcomm, Marvell) continuing multi-week uptrendsPost-earnings gap-ups across growth names (Palantir, Shopify, Workday, DoorDash, Airbnb) still digesting large recent movesDefensive biotech/health names (Vertex, DexCom, Gilead, Amgen) holding near highs despite a softer broad tape

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%
111 · 985.5%
985.5% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 CRWD SKIP $230.85 → $244.70
stop $204.53
Position cap reached — 111 of 20 slots in use.
#2 ADBE SKIP $292.96 → $309.56
stop $268.94
Position cap reached — 111 of 20 slots in use.

Already open: AMP (to Sep 3), RJF (to Sep 4), NVDA (to Sep 5), AME (to Sep 6), SWK (to Sep 6), FAST (to Sep 9), WAT (to Sep 9), EMR (to Sep 10), LLY (to Sep 10), DRI (to Sep 11), DXCM (to Sep 11), BDX (to Sep 12) … and 99 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
6 picks
Blaze
6 picks
Nova
2 picks
Orion
4 picks
Quinn
8 picks

2 Stock Picks

Diversification filter applied: 1 pick removed due to high same-sector price correlation with a higher-ranked pick (SNPS), avoiding concentrated sector exposure.
Sector concentration cap applied: 2 lower-ranked picks removed to keep at most 2 picks per sector (QCOM, WDAY), so the final list isn't over-concentrated in one sector.
#1 CRWDCrowdStrike Holdings, Inc.
5/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 70%

CrowdStrike sells cloud-based cybersecurity software that protects companies' computers and networks from hackers. The stock has jumped sharply over the past month and is beating the broader tech market by a wide margin, with healthy technical readings suggesting the rally has room to continue. The main risk is that the stock has already moved so far, so fast, that any market wobble or profit-taking (the CEO has been steadily selling shares) could trigger a pullback.

Stop-loss$204.53-11.4%
Today's price$230.85
Target$244.70+6.0%
Agents estimate: $247.01 (+0.9% vs target)
If you invested $1,000
$1,060 if the target hits (+6.0%)
$886 if the stop-loss is hit (-11.4%)
The AI puts the chance of the win case at 70%. 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
  • Nearly the entire 30-day gain is a single-day earnings gap (previous close $190.86 to $230.85, +20.95%), and 5-day momentum of 20.27% almost equals the full 30-day return of 20.95% — this is a one-time repricing, not weeks of building momentum, and such gaps often see partial consolidation afterward.
  • Price at $230.85 is already pressed against the upper Bollinger Band ($237.36) and just 1.3% below its 52-week high, leaving little technical room to run before hitting resistance with no prior price history to reference.
  • RSI at 65.14 is drifting toward the overbought zone (70), so the 'healthy uptrend' framing has a shrinking margin before momentum indicators flip cautionary.
Show the detailed analysis

Calibrated probability: 70% (raw model estimate: 70%) — adjusted using the accuracy of past resolved picks.

Trade math

0.5:1
66%
+0.8%
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
81%
Very High
Nova
68%
High
Orion
66%
High
Quinn
60%
Medium
#2 ADBEAdobe Inc.
3/5 Agents Agree  Risk 4/10  ⚠ Earnings in Window
Strong conviction · 70%

Adobe makes the software creative professionals and marketers use every day, like Photoshop and its AI-driven marketing tools. It reported record revenue last quarter and raised its full-year profit and revenue targets, and a company director recently bought nearly $2 million of stock — both good signs. The main risk is that its next earnings report lands within the next 30 days, so a disappointing result before then could quickly erase the current momentum.

Stop-loss$268.94-8.2%
Today's price$292.96
Target$309.56+5.7%
Agents estimate: $311.52 (+0.6% vs target)
If you invested $1,000
$1,057 if the target hits (+5.7%)
$918 if the stop-loss is hit (-8.2%)
The AI puts the chance of the win case at 70%. 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
  • On-Balance Volume is negative (-47.1M) despite the 17% price rally — a price/volume divergence indicating the move isn't being confirmed by strong accumulation, undercutting the bullish MACD narrative.
  • RSI at 69.33 sits right at the edge of overbought (70), leaving less room for continuation than the bull case implies.
  • Only 3 of 5 agents agreed on this pick (versus unanimous 5/5 for CRWD), the weakest consensus in the group, despite a comparably high 71% stated probability.
Show the detailed analysis

Calibrated probability: 70% (raw model estimate: 71%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
59%
+1.6%
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
70%
High
Blaze
80%
Very High
Nova
Its next earnings report is still 10 days away and no other catalyst was confirmed, and the recent price strength wasn't backed by above-average trading volume.
Orion
Trading volume isn't confirming the price rise (a bearish warning sign), the stock is already extended on momentum measures, and an earnings report falls inside the 30-day window, adding uncertainty.
Quinn
62%
High

Retail Investor Execution Guide

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

  • CRWDCrowdStrike Holdings, Inc.Picked #1
    Scout: Up ~20% over both 5 and 30 days and only ~1% off its 52-week high — strong, sustained security-sector momentum.
    Made the final report at #1.
  • FTNTFortinet, Inc.Already held
    Scout: 11%+ 5-day gain building on a 5.5% 30-day advance, within 2% of its 52-week high.
    Already held: a position opened 2026-08-27 runs until 2026-09-26 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PANWPalo Alto Networks, Inc.Passed over
    Scout: Consistent uptrend (6.7% 5-day, 15% 30-day) trading near its highs, extending the cybersecurity theme.
    Aria: Despite a strong 30-day gain, its price has slipped over the last 5 days, failing the recent-momentum requirement, and it also reports earnings tomorrow, adding event risk.
    Blaze: Its earnings report is due tomorrow and the last confirmed results are over 90 days old, making this a coin-flip binary event without a fresh fundamental catalyst
    Nova: Earnings report is tomorrow and hasn't happened yet, so there's no resolved catalyst — meanwhile the stock's last 5 days have been negative with a bearish volume signal, making this a risky bet on an unresolved binary event.
    Orion: Earnings report is due tomorrow, creating high event risk right into the holding window, and warning signs (falling trading-volume support despite rising price, weakening momentum) suggest the rally may already be losing steam ahead of results.
    Quinn: No quantitative setup was confirmed: RSI is neutral, the MACD histogram is negative, there's no Bollinger squeeze, and volume shows a bearish divergence against the recent price gain.
  • NVDANVIDIA CorporationAlready held
    Scout: Steady AI-chip demand momentum (9.9% 30-day) with the stock only ~7% below its 52-week high.
    Already held: a position opened 2026-08-06 runs until 2026-09-05 (5 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MSFTMicrosoft CorporationAlready held
    Scout: Broad-based cloud/AI strength with a 4.9% 5-day and 9.1% 30-day gain, close to its recent highs.
    Already held: a position opened 2026-08-28 runs until 2026-09-27 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PLTRPalantir Technologies Inc.Already held
    Scout: Powerful sustained rally (51% 30-day) with continued positive 5-day follow-through and price near its high.
    Already held: a position opened 2026-08-28 runs until 2026-09-27 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WBDWarner Bros. Discovery, Inc.Already held
    Scout: Fresh news of HBO Max's expansion into Japan via Prime Video/Hulu adds a near-term catalyst on top of an 8.5% 30-day gain near its high.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (19 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • VRTXVertex Pharmaceuticals IncorporatedAlready held
    Scout: 14% 30-day gain with the stock just 2% off its 52-week high, indicating durable buying interest.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (19 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DXCMDexCom, Inc.Already held
    Scout: 9% 30-day advance and less than 2% from its 52-week high despite a minor recent pullback.
    Already held: a position opened 2026-08-12 runs until 2026-09-11 (11 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADPAutomatic Data Processing, Inc.Already held
    Scout: Steady multi-week climb (7.4% 30-day, positive 5-day) with the stock close to its highs — a lower-volatility momentum name.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (19 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • GILDGilead Sciences, Inc.Already held
    Scout: 12.5% 30-day gain and within 7% of its 52-week high, showing consistent biotech strength.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADBEAdobe Inc.Picked #2
    Scout: Accelerating momentum with a 6.4% 5-day gain layered on a 17% 30-day advance.
    Made the final report at #2.
  • LITELumentum Holdings Inc.Dropped at merge
    Scout: Standout momentum across both windows (5.4% 5-day, 28% 30-day) tied to continued optical-networking/AI datacenter demand.
    Reward-to-risk 0.43 is below the 0.50 minimum — a +5.87% target against a -13.8% stop.
  • DASHDoorDash, Inc.Already held
    Scout: Sustained gains (3.8% 5-day, 18% 30-day) suggest durable buying rather than a single-day spike.
    Already held: a position opened 2026-08-25 runs until 2026-09-24 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • QCOMQUALCOMM IncorporatedPassed over
    Scout: Strong recent acceleration (6% 5-day, 15% 30-day) in the semiconductor complex.
    Blaze: Its most recent quarter actually missed estimates slightly, revenue and profit fell year over year, and management's language was defensive about rising input costs — no genuine positive catalyst despite the recent price bounce
    Nova: Still trading below its 50-day average and over 30% under its 52-week high with no confirmed catalyst — technicals don't support a near-term breakout.
  • SNPSSynopsys, Inc.Diversification filter
    Scout: Sharp 10.5% 5-day pop building on a 13% 30-day gain — renewed buying interest in EDA software.
    Dropped by diversification filter: 0.71 30-day daily-return correlation with CRWD (both in Technology).
  • PAYXPaychex, Inc.Dropped at merge
    Scout: Consistent uptrend (2.3% 5-day, 9% 30-day) within 8% of its 52-week high.
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • ABNBAirbnb, Inc.Already held
    Scout: Large 21% 30-day advance with the stock only ~5% from its 52-week high, despite a modest recent pause.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MUMicron Technology, Inc.Dropped at merge
    Scout: 16% 30-day gain reflecting continued memory-chip demand strength tied to the AI buildout.
    Reward-to-risk 0.49 is below the 0.50 minimum — a +5.50% target against a -11.2% stop.
  • CMCSAComcast CorporationAlready held
    Scout: 11% 30-day rally showing renewed momentum in a name that had lagged.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AMGNAmgen Inc.Already held
    Scout: 11.6% 30-day gain with the stock under 4% from its 52-week high, indicating a durable base.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BKRBaker Hughes CompanyAlready held
    Scout: Positive 5-day and 30-day returns aligned with a firmer energy tape (crude oil gains noted today).
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ROPRoper Technologies, Inc.Already held
    Scout: 8.4% 30-day gain with continuing 5-day follow-through in a diversified industrial-tech name.
    Already held: a position opened 2026-08-21 runs until 2026-09-20 (20 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WDAYWorkday, Inc.Passed over
    Scout: 23% 30-day advance reflecting strong buying, though a slight recent pause warrants a smaller allocation.
    Aria: Its price has edged down slightly over the past 5 days, failing the recent-momentum requirement despite a strong monthly gain.
    Nova: Beat earnings 4 days ago but the stock has pulled back since then alongside heavy, sustained insider selling — the post-earnings pop already looks like it's fading.
    Quinn: No quantitative setup was confirmed: RSI is neutral, the MACD histogram is negative despite the 30-day price gain, and there's no Bollinger squeeze or golden cross to support a breakout.
  • SHOPShopify Inc.Already held
    Scout: 26% 30-day gain on continued e-commerce strength, still working off a recent breakout.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AAPLApple Inc.Dropped at merge
    Scout: Steady, low-volatility gains (2.4% 5-day, 2.6% 30-day) provide a stable large-cap momentum anchor.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 60% raw (68% after calibration)).
  • CDNSCadence Design Systems, Inc.Already held
    Scout: Sharp 6.3% 5-day reversal after a flat 30-day period, suggesting fresh buying interest in EDA software.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.

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.