AI Stock Picks — NASDAQ 100

Friday, August 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  Calm market · VIX 14.4

NASDAQ 100 mega-caps and software/security names are showing broad, sustained momentum, with many names (MSFT, CRWD, ABNB, DXCM, VRTX, AMGN, WBD) sitting within single digits of their 52-week highs on strong 5- and 30-day returns. The rally is bifurcated, though: several semiconductor and high-multiple growth names (MRVL, MSTR, NBIS, SNDK, APP) posted big 30-day gains but are now pulling back sharply and remain far below their highs, signaling exhaustion in the most speculative pockets even as mega-cap tech and software leadership stays intact.

AI infrastructure and cloud demand driving mega-cap tech (MSFT, AMZN, NVDA) to fresh highsCybersecurity software names (CRWD, PANW, FTNT) breaking out on durable multi-week uptrendsRotation out of overheated semiconductor/high-beta AI plays (MRVL, MSTR, NBIS) after steep 30-day run-upsDefensive/biotech steadiness (GILD, AMGN, VRTX) near highs offering lower-volatility 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 2
0%
108 · 961.5%
961.5% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 PLTR SKIP — $186.29 → $197.00
stop $168.41
 Position cap reached — 108 of 20 slots in use.
#2 MSFT SKIP — $513.53 → $542.63
stop $467.83
 Position cap reached — 108 of 20 slots in use.

Already open: GM (to Aug 29), MET (to Aug 30), 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) … and 96 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
7 picks
Blaze
6 picks
Nova
2 picks
Orion
6 picks
Quinn
6 picks

2 Stock Picks

Sector concentration cap applied: 1 lower-ranked pick removed to keep at most 2 picks per sector (ADBE), so the final list isn't over-concentrated in one sector.
#1 PLTRPalantir Technologies Inc.
4/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 70%

Palantir builds data analytics software used by governments and large companies, increasingly powered by AI. It just posted explosive revenue growth and raised its full-year guidance well above prior expectations, showing accelerating demand. The main risk is that the stock has already surged more than 50% in a month and sits at a recent high, while top executives, including the CEO, have been selling large amounts of stock.

Stop-loss$168.41-9.6%
Today's price$186.29
Target$197.00+5.8%
Agents estimate: $198.40 (+0.7% vs target)
If you invested $1,000
▲$1,058 if the target hits (+5.8%)
▼$904 if the stop-loss is hit (-9.6%)
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
  • Price is trading at the upper Bollinger Band ($186.29 vs. upper band $196.53, middle $171.02), and the MACD histogram has compressed to just 0.1766 with MACD line (11.25) barely above signal (11.08), signaling fading upside momentum despite the bull case's 'bullish configuration' claim.
  • PctFrom52WeekHigh of only -10.23% after a +51.5% one-month run leaves little room for further multiple expansion, and short interest data is unavailable — the 'no overbought risk' argument can't be verified against positioning data.
Show the detailed analysis

Calibrated probability: 70% (raw model estimate: 72%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
63%
+1.5%
10%

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

What each AI analyst estimated

Aria
70%
High
Blaze
83%
Very High
Nova
—
—
No specific recent catalyst was found despite a massive 51% 30-day run, and heavy insider selling (including the CEO) adds caution.
Orion
76%
Very High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 MSFTMicrosoft Corporation
3/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 68%

Microsoft makes the Windows operating system, Office software, and runs the Azure cloud platform businesses use to run their operations and AI applications. It just posted a very strong quarterly report, with cloud revenue growing sharply and profits beating expectations by a wide margin, yet the stock still trades a bit below its recent high, leaving room to run. The main risk is that some company insiders have been selling shares recently and the stock looks a bit stretched, so any market-wide wobble could pull it back.

Stop-loss$467.83-8.9%
Today's price$513.53
Target$542.63+5.7%
Agents estimate: $546.05 (+0.6% vs target)
If you invested $1,000
▲$1,057 if the target hits (+5.7%)
▼$911 if the stop-loss is hit (-8.9%)
The AI puts the chance of the win case at 68%. 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
  • RSI at 73.07 is in overbought territory (above the conventional 70 threshold), directly contradicting the thesis that momentum is clean; the MACD histogram is already negative (-1.2265) with the MACD line below signal, a bearish crossover signal despite price still trending up.
  • Price ($513.53) is sitting essentially at the upper Bollinger Band ($511.65), and the 5-day momentum of +3.46% has decelerated versus the 30-day pace of +31.49%, suggesting the rally is stretching thin rather than confirming continued strength.
Show the detailed analysis

Calibrated probability: 68% (raw model estimate: 67%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
61%
+0.9%
10%

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

What each AI analyst estimated

Aria
55%
Medium
Blaze
71%
Very High
Nova
—
—
No specific recent catalyst was found and the stock's RSI near 73 signals overbought conditions after a big run.
Orion
75%
Very High
Quinn
—
—
RSI is overbought (73) and the MACD histogram has turned negative with no Bollinger squeeze — fails to meet any quantitative setup criteria.

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 27, 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 27, 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.

  • MSFTMicrosoft CorporationPicked #2
    Scout: Sustained 5- and 30-day gains (+6.3%/+31.5%) and only ~7% off its 52-week high on continued AI/cloud demand strength.
    Made the final report at #2.
  • CRWDCrowdStrike Holdings, Inc.Dropped at merge
    Scout: Sharp acceleration in the last week (+13.8%) within 5% of its 52-week high, showing renewed institutional buying in cybersecurity.
    Reward-to-risk 0.45 is below the 0.50 minimum — a +5.38% target against a -12.0% stop.
  • PANWPalo Alto Networks, Inc.Dropped at merge
    Scout: Consistent uptrend across both windows (+3.8%/+18.3%) with the stock trading near its highs.
    Only Orion selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: High, 60% raw (68% after calibration)).
  • FTNTFortinet, Inc.Already held
    Scout: Strong recent breakout (+8.1% in 5 days) just ~4.5% below its 52-week high, confirming a durable security-sector bid.
    Already held: a position opened 2026-08-27 runs until 2026-09-26 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ABNBAirbnb, Inc.Already held
    Scout: One of the strongest momentum profiles in the index, up 23.8% over 30 days and only 2% from its 52-week high.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DASHDoorDash, Inc.Already held
    Scout: Momentum accelerating into the latest week (+5.9%) on top of a 22% 30-day gain.
    Already held: a position opened 2026-08-25 runs until 2026-09-24 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SNPSSynopsys, Inc.Dropped at merge
    Scout: Sharp recent re-rating (+11.2% in 5 days, +18.4% in 30) suggesting a fresh catalyst driving renewed buying in EDA software.
    Reward-to-risk 0.49 is below the 0.50 minimum — a +5.10% target against a -10.4% stop.
  • ADSKAutodesk, Inc.Already held
    Scout: Steady positive momentum across both windows with the 5-day return accelerating (+2.7%).
    Already held: a position opened 2026-08-27 runs until 2026-09-26 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WDAYWorkday, Inc.Dropped at merge
    Scout: Strong sustained 30-day gain (+21.9%) with continued positive short-term momentum.
    Reward-to-risk 0.48 is below the 0.50 minimum — a +5.17% target against a -10.7% stop.
  • DXCMDexCom, Inc.Already held
    Scout: Up nearly 21% over 30 days and trading almost at its 52-week high despite a minor short-term pullback.
    Already held: a position opened 2026-08-12 runs until 2026-09-11 (14 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AMZNAmazon.com, Inc.Already held
    Scout: Broad-based strength (+3.0%/+17.6%) with the stock close to its 52-week high on continued cloud/retail momentum.
    Already held: a position opened 2026-08-27 runs until 2026-09-26 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADBEAdobe Inc.Passed over
    Scout: Momentum improving into the latest week (+5.9%) atop a solid 30-day gain, still with room before its high.
    Blaze: The record quarter and guidance raise happened about 11 weeks ago, older than our freshness window, and the next earnings report falls inside the 30-day holding window, adding event risk without a new catalyst to support it.
    Nova: No specific recent catalyst was found, and its earnings report is still two weeks away — an unresolved binary-event risk, not a confirmed catalyst.
    Orion: Weakest relative strength versus the other software names, elevated overbought readings, and an earnings report falling inside the 30-day window with no clear catalyst edge
  • NVDANVIDIA CorporationAlready held
    Scout: Consistent gains across both windows and trading within 8% of its 52-week high on continued AI-chip demand.
    Already held: a position opened 2026-08-06 runs until 2026-09-05 (8 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • LITELumentum Holdings Inc.Dropped at merge
    Scout: One of the strongest sustained trends in the index (+48.6% over 30 days) on optical/AI-datacenter demand, still climbing.
    Reward-to-risk 0.36 is below the 0.50 minimum — a +5.33% target against a -14.7% stop.
  • PLTRPalantir Technologies Inc.Picked #1
    Scout: Exceptional sustained momentum (+51.5% over 30 days) with continued short-term follow-through and only ~10% from its high.
    Made the final report at #1.
  • SHOPShopify Inc.Already held
    Scout: Solid two-timeframe uptrend (+2.5%/+18.4%) in e-commerce infrastructure.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WBDWarner Bros. Discovery, Inc.Already held
    Scout: Steady 30-day climb (+12.2%) with the stock trading close to its 52-week high.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (22 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • GILDGilead Sciences, Inc.Already held
    Scout: Reliable uptrend (+9.8% over 30 days) with the stock near its 52-week high, offering lower-volatility momentum.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AMGNAmgen Inc.Already held
    Scout: Steady 30-day gain (+11.6%) and only ~3% below its 52-week high.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (21 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • VRTXVertex Pharmaceuticals IncorporatedAlready held
    Scout: Consistent 30-day momentum (+12.1%) with the stock near its 52-week high in a defensive biotech name.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (22 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADPAutomatic Data Processing, Inc.Already held
    Scout: Positive momentum across both windows (+2.4%/+5.2%) trading close to its 52-week high.
    Already held: a position opened 2026-08-20 runs until 2026-09-19 (22 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CDNSCadence Design Systems, Inc.Already held
    Scout: Notable recent acceleration (+6.7% in 5 days) signaling fresh buying interest in EDA/AI-chip design software.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CMCSAComcast CorporationAlready held
    Scout: Improving momentum (+10.0% over 30 days) with continued short-term follow-through.
    Already held: a position opened 2026-08-19 runs until 2026-09-18 (21 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SBUXStarbucks CorporationDropped at merge
    Scout: Trading within 2.5% of its 52-week high with steady, if modest, positive momentum.
    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)).
  • MUMicron Technology, Inc.Dropped at merge
    Scout: Still up 26% over 30 days on the memory-chip upcycle despite a short-term pullback, offering a re-entry into a longer-term uptrend.
    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)).

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.