AI Stock Picks — NASDAQ 100

Friday, September 25, 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 highly bifurcated: a large majority of constituents are still 15-60% below their 52-week highs after a sharp recent drawdown, but a distinct cohort of semiconductor, AI-infrastructure, and cybersecurity names has staged a powerful multi-week snapback with 5-day and 30-day returns both strongly positive. Momentum is concentrated rather than broad-based, so selectivity matters more than index-wide exposure right now.

AI/semiconductor capex and chip-demand re-acceleration (memory, foundry equipment, custom silicon)Enterprise security and cloud-observability spending driving software momentumMega-cap tech (AAPL, MSFT, META, NVDA) trading within single digits of 52-week highs while the broader index remains depressed

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%
62 · 298.2%
298.2% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 MRVL SKIP — $264.79 → $279.34
stop $236.72
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#2 DDOG SKIP — $271.49 → $286.87
stop $245.70
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.

Already open: AMZN (to Sep 26), MSFT (to Sep 27), IMI.L (to Sep 30), NOW (to Oct 1), HSX.L (to Oct 1), LSEG.L (to Oct 1), ADM (to Oct 2), MCK (to Oct 2), BEZ.L (to Oct 2), BIIB (to Oct 3), DE (to Oct 3), ELV (to Oct 4) … and 50 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
12 picks
Blaze
8 picks
Nova
2 picks
Orion
6 picks
Quinn
12 picks

2 Stock Picks

Diversification filter applied: 1 pick removed due to high same-sector price correlation with a higher-ranked pick (TER), avoiding concentrated sector exposure.
Sector concentration cap applied: 2 lower-ranked picks removed to keep at most 2 picks per sector (SNPS, TXN), so the final list isn't over-concentrated in one sector.
#1 MRVLMarvell Technology, Inc.
4/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 60%

Marvell makes semiconductor chips used in data centers and networking equipment, a business benefiting from the AI infrastructure buildout. Its share price is climbing on healthy footing, comfortably beating the broader market without looking overheated. The key risk is that as a semiconductor stock its price swings tend to be larger than average, so a market pullback could hit it hard.

Stop-loss$236.72-10.6%
Today's price$264.79
Target$279.34+5.5%
Agents estimate: $280.67 (+0.5% vs target)
If you invested $1,000
▲$1,055 if the target hits (+5.5%)
▼$894 if the stop-loss is hit (-10.6%)
The AI puts the chance of the win case at 60%. 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 sits well above its own Bollinger middle band ($264.79 vs. $233.03 midline, near the $270.89 upper band) after a 12.9% 5-day sprint, and the stock is not in a golden cross (GoldenCross:false) despite trading above both SMAs — a technical setup consistent with a short-term overbought extension rather than a fresh trend confirmation.
  • The 10.15% single-day price jump against a $240.38 previous close suggests this move is earnings-gap driven, not a gradual uptrend; RSI at 64 combined with a stock now up 10%+ in a day raises the risk of near-term mean reversion after the initial pop is digested.
Show the detailed analysis

Calibrated probability: 60% (raw model estimate: 70%) — adjusted using the accuracy of past resolved picks.

Trade math

0.5:1
66%
+0.7%
0%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
75%
Very High
Blaze
83%
Very High
Nova
—
—
Big price gains but no specific triggering news event was found
Orion
62%
High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 DDOGDatadog, Inc.
3/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 60%

Datadog sells software that helps other companies monitor and troubleshoot their computer systems in the cloud. The stock has climbed steadily over the past month and is beating the broader market by a wide margin, with technical signals showing healthy, not overheated, buying pressure. The main risk is that such a fast run-up could cool off or reverse if overall tech sentiment sours.

Stop-loss$245.70-9.5%
Today's price$271.49
Target$286.87+5.7%
Agents estimate: $288.68 (+0.6% vs target)
If you invested $1,000
▲$1,057 if the target hits (+5.7%)
▼$905 if the stop-loss is hit (-9.5%)
The AI puts the chance of the win case at 60%. 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 21.75% 30-day gain with a 21.75% single-day change-percent (price jumped from $222.99 to $271.49) indicates the rally is dominated by one sharp gap rather than steady accumulation, and RSI at 68.08 is at the very top of the 'ideal' 50-70 zone the bull case cites, leaving little room before overbought (>70) territory.
  • Price at $271.49 is already pressing the Bollinger upper band ($263.83) and is only 7.25% off its 52-week high, unlike MRVL's larger cushion — a stock this close to its high after a 22% one-month sprint has less room to run before hitting resistance from prior high-water marks.
Show the detailed analysis

Calibrated probability: 60% (raw model estimate: 73%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
63%
+1.6%
0%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
75%
Very High
Blaze
83%
Very High
Nova
—
—
Strong price momentum but no specific recent catalyst turned up in the news search
Orion
—
—
Software/observability company outside the favored semiconductor/AI-infrastructure rotation cohort
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha

Retail Investor Execution Guide

This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by October 25, 2026). Picks are ranked by how many independent AI agents agreed — more agreement means higher conviction. The guide below tells you exactly how to act on them.

Step-by-Step Action Plan

  1. Act within one trading day. Prices are freshest now. The longer you wait, the more the entry price drifts away from what the agents analysed.
  2. Verify the entry price. Check the live price before buying. If a stock has already moved more than 3% above the Current Price shown in the report, skip it or wait for a pullback — the risk/reward has shifted.
  3. Use limit orders, not market orders. Set your buy limit at or below the Current Price shown. Chasing with a market order gives brokers and algorithms an advantage over you.
  4. Set your stop-loss immediately after buying. Use the Max Downside % on each pick card as your hard exit level. If the price falls to that level, sell without hesitation — the trade thesis is broken.
  5. Set a take-profit at the Target Price. Place a limit sell order at the Target Price shown. When it fills, the trade is done — resist the urge to hold for more.
  6. Exit all positions by October 25, 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.

  • AMDAdvanced Micro Devices, Inc.Already held
    Scout: Sustained rally (+12.7% 5d, +31.7% 30d) and now just ~1% off its 52-week high, showing durable AI/data-center chip demand momentum.
    Already held: a position opened 2026-09-21 runs until 2026-10-21 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • METAMeta Platforms, Inc.Dropped at merge
    Scout: Strong sustained gains (+12.9% 5d, +31.8% 30d) with price only ~3.6% from its 52-week high, indicating broad-based buying rather than a one-day spike.
    Average probability across the 3 agent(s) that selected it was 59% raw (48% after calibration), below the 52% minimum to qualify.
  • CRWDCrowdStrike Holdings, Inc.Already held
    Scout: 30-day return of +37.7% and price within ~3.3% of its high shows renewed conviction in cybersecurity spend heading into next earnings.
    Already held: a position opened 2026-09-23 runs until 2026-10-23 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WBDWarner Bros. Discovery, Inc.Dropped at merge
    Scout: Trading essentially at its 52-week high (-0.2%) with strong 5-day (+11%) and 30-day (+6.8%) momentum, consistent with ongoing strategic/M&A speculation.
    Average probability across the 2 agent(s) that selected it was 56% raw (48% after calibration), below the 52% minimum to qualify.
  • AAPLApple Inc.Already held
    Scout: Steady uptrend (+9.7% 30d) sitting only ~1.6% below its 52-week high, reflecting durable demand momentum into a seasonally strong period.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • FTNTFortinet, Inc.Already held
    Scout: Consistent momentum (+13.8% 30d) just ~3.6% off highs, benefiting from resilient enterprise cybersecurity budgets.
    Already held: a position opened 2026-09-24 runs until 2026-10-24 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PANWPalo Alto Networks, Inc.Already held
    Scout: +11.5% 30-day gain with price near its 52-week high (-5%), showing sustained institutional demand in the security sector.
    Already held: a position opened 2026-09-16 runs until 2026-10-16 (21 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • NVDANVIDIA CorporationAlready held
    Scout: Trading close to its 52-week high (-4.9%) with positive short and medium-term momentum, anchoring the broader AI-hardware rally.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MSFTMicrosoft CorporationAlready held
    Scout: Balanced, sustained gains (+5% 5d and 30d) within ~6% of its 52-week high, reflecting steady cloud/AI-driven demand.
    Already held: a position opened 2026-08-28 runs until 2026-09-27 (3 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DDOGDatadog, Inc.Picked #2
    Scout: Sharp acceleration (+18.1% 5d, +21.8% 30d) with price only ~7% from its 52-week high, signaling renewed enterprise cloud-observability spending.
    Made the final report at #2.
  • PLTRPalantir Technologies Inc.Already held
    Scout: Consistent multi-week strength (+7.8% 5d, +10.9% 30d) approaching its 52-week high (-7.7%), reflecting continued AI/government-software demand.
    Already held: a position opened 2026-09-23 runs until 2026-10-23 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • QCOMQUALCOMM IncorporatedDropped at merge
    Scout: Explosive momentum (+15% 5d, +27.3% 30d) suggesting a strong turnaround in chip demand, though still meaningfully below its 52-week high, leaving room to run.
    Reward-to-risk 0.49 is below the 0.50 minimum — a +5.00% target against a -10.2% stop.
  • INTCIntel CorporationAlready held
    Scout: Very strong sustained rally (+14.7% 5d, +42.3% 30d) on renewed confidence in its turnaround, though still ~12.5% below its high.
    Already held: a position opened 2026-09-24 runs until 2026-10-24 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MUMicron Technology, Inc.Already held
    Scout: Solid sustained gains (+6.7% 5d, +16.2% 30d) tied to the memory-pricing upcycle, with room to continue toward its 52-week high.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • STXSeagate Technology Holdings plcAlready held
    Scout: Strong momentum across both windows (+6.9% 5d, +11.8% 30d) benefiting from data-storage demand tied to AI infrastructure buildout.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • TERTeradyne, Inc.Diversification filter
    Scout: Consistent gains (+7.2% 5d, +8.7% 30d) reflecting semiconductor test-equipment demand tracking the broader chip upcycle.
    Dropped by diversification filter: 0.76 30-day daily-return correlation with MRVL (both in Technology).
  • SNPSSynopsys, Inc.Passed over
    Scout: Sharp 5-day acceleration (+11.7%) with a positive 30-day trend, tied to EDA/chip-design tool demand as semiconductor capex rises.
    Nova: No recent catalyst found, and the stock is still well below its 52-week high with weak relative strength
    Orion: Still trading well below its own recent high and barely beating the market, making the trend less convincing than the top picks
  • MRVLMarvell Technology, Inc.Picked #1
    Scout: Steady sustained momentum (+8.4% 5d, +10.2% 30d) benefiting from custom-silicon and networking demand tied to AI infrastructure.
    Made the final report at #1.
  • ARMArm Holdings plcDropped at merge
    Scout: Very strong sustained rally (+14.3% 5d, +30.4% 30d) on continued licensing/royalty growth expectations tied to AI chip design.
    Reward-to-risk 0.46 is below the 0.50 minimum — a +5.10% target against a -11.2% stop.
  • NBISNebius Group N.V.Dropped at merge
    Scout: Sustained positive momentum (+6.6% 5d, +7.4% 30d) as an AI-cloud infrastructure name benefiting from continued GPU-compute demand.
    Reward-to-risk 0.38 is below the 0.50 minimum — a +5.00% target against a -13.3% stop.
  • ADIAnalog Devices, Inc.Already held
    Scout: Balanced sustained gains (+4.9% 5d, +5.5% 30d) with price recovering steadily as analog-chip demand firms.
    Already held: a position opened 2026-09-11 runs until 2026-10-11 (16 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • TXNTexas Instruments IncorporatedPassed over
    Scout: Positive momentum across both windows (+3.9% 5d, +6.5% 30d) reflecting broader semiconductor sector strength.
    Orion: More diversified, defensive analog chipmaker with modest momentum and weak outperformance versus the broader tech rally
  • MPWRMonolithic Power Systems, Inc.Dropped at merge
    Scout: Strong 5-day and 30-day gains (+12.4%/+4.9%) tied to power-management chip demand for AI servers.
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • CDNSCadence Design Systems, Inc.Dropped at merge
    Scout: Sharp recent acceleration (+15.3% 5d) suggesting renewed buying interest in EDA/chip-design software despite a flatter 30-day base.
    Qualified on merit but ranked #7, outside the 5-pick limit for this run.
  • ALABAstera Labs, Inc.Dropped at merge
    Scout: Very strong recent momentum (+22.3% 5d, +31.2% 30d) tied to AI-interconnect chip demand, though volatility warrants smaller sizing.
    Reward-to-risk 0.41 is below the 0.50 minimum — a +5.00% target against a -12.3% stop.

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.