AI Stock Picks — NASDAQ 100

Wednesday, October 7, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Optimistic  Normal choppiness · VIX 15.0

NASDAQ 100 price action shows a clear rotation into AI/semiconductor and cybersecurity names (AMD, MRVL, SNPS, CDNS, CRWD, FTNT, PANW all up double-digits over 30 days and near 52-week highs) while consumer discretionary, travel, biotech and staples names are sliding hard (BKNG, AXON, ALNY, PEP, KHC, CMCSA). No company-specific news was available in the provided data, so this analysis relies entirely on price momentum, trend persistence, and proximity to 52-week highs.

AI/semiconductor capex rally with sustained multi-week momentumCybersecurity software leaders breaking out near all-time highsRotation away from consumer discretionary, travel, biotech and defensives

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%
56 · 133%
133% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 MRVL SKIP — $284.58 → $299.95
stop $254.98
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#2 MPWR SKIP — $1,427.18 → $1,505.68
stop $1,277.33
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.

Already open: ITRK.L (to Oct 8), SDR.L (to Oct 9), VOD.L (to Oct 9), TSLA (to Oct 9), HCA (to Oct 11), SHEL.L (to Oct 14), TSCO.L (to Oct 14), WMT (to Oct 14), PM (to Oct 16), SWKS (to Oct 17), EBAY (to Oct 18), WDAY (to Oct 18) … and 44 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
8 picks
Nova
3 picks
Orion
6 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 (AMD), avoiding concentrated sector exposure.
Sector concentration cap applied: 2 lower-ranked picks removed to keep at most 2 picks per sector (CSCO, ADSK), so the final list isn't over-concentrated in one sector.
#1 MRVLMarvell Technology, Inc.
5/5 Agents Agree  Risk 5/10  ⚠ Conflicting Signals
Strong conviction · 61%

Marvell makes specialized chips used in data centers and networking, a business riding the AI infrastructure boom. The stock has surged over 26% in the past month and is significantly outperforming the broader tech market, with technical signals showing healthy (not yet overbought) buying pressure. The main risk is that after such a fast run-up, the stock could pull back sharply if sentiment cools.

Stop-loss$254.98-10.4%
Today's price$284.58
Target$299.95+5.4%
Agents estimate: $301.09 (+0.4% vs target)
If you invested $1,000
▲$1,054 if the target hits (+5.4%)
▼$896 if the stop-loss is hit (-10.4%)
The AI puts the chance of the win case at 61%. 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 entire +26.22% 30-day gain and most of the technical strength (price above both SMAs, MACD positive) stem from a single-day post-earnings gap — PreviousClose 223.55 to Price 284.58 is a 27.30% one-day jump, meaning the 'trend' is really one news event, not sustained accumulation.
  • Price at 284.58 sits well above the upper Bollinger Band of 292.74 only marginally, but is already 22.5% above its 50-day SMA (232.43) and 67.5% above its 200-day SMA (169.88), an extended stretch that historically mean-reverts even when RSI (68) hasn't technically hit 70.
Show the detailed analysis

Calibrated probability: 61% (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
56%
Medium
Orion
73%
Very High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 MPWRMonolithic Power Systems, Inc.
4/5 Agents Agree  Risk 5/10  ⚠ Conflicting Signals  ⚠ Earnings in Window
Moderate conviction · 55%

Monolithic Power Systems designs power-management chips used in everything from data centers to electric vehicles. The stock is up a strong 17% over the past month and outperforming the broader tech market, backed by solid technical trend signals. A key risk is that its earnings report lands within the next 30 days, which could cause a sharp move in either direction.

Stop-loss$1,277.33-10.5%
Today's price$1,427.18
Target$1,505.68+5.5%
Agents estimate: $1,512.82 (+0.5% vs target)
If you invested $1,000
▲$1,055 if the target hits (+5.5%)
▼$895 if the stop-loss is hit (-10.5%)
The AI puts the chance of the win case at 55%. 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
  • Like MRVL, the 'steady' +17.03% gain is actually dominated by a single-day 16.61% gap (PreviousClose 1223.86 to 1427.18), so the move reflects a one-time repricing on earnings rather than gradual trend confirmation the bull case implies.
  • Price (1427.18) is already 8.7% above the upper Bollinger Band (1527.50 — wait, price is below upper band but 9% above the 50-day SMA of 1313.03) and the 200-day SMA (1291.24) is barely below the 50-day, showing the stock only just turned bullish on a multi-month basis, making the breakout less structurally established than the 30-day return suggests.
Show the detailed analysis

Calibrated probability: 55% (raw model estimate: 66%) — adjusted using the accuracy of past resolved picks.

Trade math

0.5:1
66%
+0.1%
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
61%
High
Nova
—
—
Today's trading volume is well below its recent average, and earnings land within the 30-day window just 22 days out, adding binary-event risk without strong volume confirmation
Orion
68%
Very High
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 November 6, 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 November 6, 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.

  • AMDAdvanced Micro Devices, Inc.Diversification filter
    Scout: 35% single-session move and 28% 30-day gain, sitting under 2% off its 52-week high — strongest momentum in the index.
    Dropped by diversification filter: 0.80 30-day daily-return correlation with MRVL (both in Technology).
  • FTNTFortinet, Inc.Already held
    Scout: 21% 30-day gain with price just 1.4% below its 52-week high, showing the steadiest uptrend in security software.
    Already held: a position opened 2026-10-06 runs until 2026-11-05 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SNPSSynopsys, Inc.Already held
    Scout: 15.5% 5-day and 28% 30-day return with price near its highs, indicating accelerating buying pressure.
    Already held: a position opened 2026-10-01 runs until 2026-10-31 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CRWDCrowdStrike Holdings, Inc.Already held
    Scout: 26.5% 30-day return and only 7% below its 52-week high — durable trend in cybersecurity leadership.
    Already held: a position opened 2026-10-07 runs until 2026-11-06 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PANWPalo Alto Networks, Inc.Already held
    Scout: 20.6% 30-day gain with price just 6% from its 52-week high, consistent with sector-wide security strength.
    Already held: a position opened 2026-10-06 runs until 2026-11-05 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • LITELumentum Holdings Inc.Dropped at merge
    Scout: 14.7% 5-day and 13.8% 30-day gains with price only 2% off its high — optics/AI infrastructure demand momentum.
    Reward-to-risk 0.48 is below the 0.50 minimum — a +5.38% target against a -11.2% stop.
  • CDNSCadence Design Systems, Inc.Already held
    Scout: 8% 5-day and 25.5% 30-day gain, tracking the broader chip-design software rally.
    Already held: a position opened 2026-10-02 runs until 2026-11-01 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADIAnalog Devices, Inc.Already held
    Scout: 13% 30-day gain and price within 8% of its 52-week high, showing steady semiconductor strength.
    Already held: a position opened 2026-10-05 runs until 2026-11-04 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MSFTMicrosoft CorporationAlready held
    Scout: Consistent 3.4%/7.4% 5-/30-day gains and only 4% from its 52-week high — mega-cap stability with upside.
    Already held: a position opened 2026-10-05 runs until 2026-11-04 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • NVDANVIDIA CorporationAlready held
    Scout: Steady 3.9%/5.1% gains and just 2.5% off its 52-week high, still the AI-capex bellwether.
    Already held: a position opened 2026-10-06 runs until 2026-11-05 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AAPLApple Inc.Already held
    Scout: 6.2% 30-day gain with price under 3% from its 52-week high — resilient large-cap momentum.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (15 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CSCOCisco Systems, Inc.Passed over
    Scout: 9.2% 5-day and 7.6% 30-day gain with price within 10% of its high — renewed networking-sector interest.
    Nova: Only modestly outperforming the broader Nasdaq (about +2 points), a less compelling momentum signal than the other candidates
  • PLTRPalantir Technologies Inc.Already held
    Scout: 13.5% 30-day gain and price just 7% from its 52-week high, sustaining its AI-software momentum.
    Already held: a position opened 2026-09-23 runs until 2026-10-23 (16 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MRVLMarvell Technology, Inc.Picked #1
    Scout: 7.7% 5-day and 26% 30-day gain, confirming strong continued buying in AI-networking chips.
    Made the final report at #1.
  • ALABAstera Labs, Inc.Dropped at merge
    Scout: 8% 5-day and 33% 30-day gain — among the fastest-moving AI-infrastructure chip names.
    Reward-to-risk 0.44 is below the 0.50 minimum — a +5.40% target against a -12.3% stop.
  • SHOPShopify Inc.Already held
    Scout: 12% 5-day and 24% 30-day gain with price under 9% from its high, reflecting strong e-commerce momentum.
    Already held: a position opened 2026-10-05 runs until 2026-11-04 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADSKAutodesk, Inc.Passed over
    Scout: 12.6% 5-day and 10.9% 30-day gain, a sharp reversal higher in design software.
    Nova: Price is still below its 200-day average and the broader trend has been choppy, suggesting the recent bounce hasn't fully confirmed a new uptrend
    Orion: Its subsector (design/engineering software) isn't part of the confirmed AI-semiconductor rotation, and the stock is well off its 52-week high and hovering near its 200-day average, weaker signals than the other candidates.
  • TXNTexas Instruments IncorporatedAlready held
    Scout: 3.6%/12% 5-/30-day gains, confirming broad-based analog-chip strength.
    Already held: a position opened 2026-10-06 runs until 2026-11-05 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DDOGDatadog, Inc.Already held
    Scout: 29% 30-day gain and only 7% from its 52-week high despite a flat week, strong underlying trend.
    Already held: a position opened 2026-09-25 runs until 2026-10-25 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • TERTeradyne, Inc.Already held
    Scout: 2.6%/10.5% 5-/30-day gains tied to semiconductor test-equipment demand.
    Already held: a position opened 2026-10-05 runs until 2026-11-04 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MPWRMonolithic Power Systems, Inc.Picked #2
    Scout: 5.9%/17% 5-/30-day gains, riding the power-semiconductor AI buildout theme.
    Made the final report at #2.
  • MUMicron Technology, Inc.Already held
    Scout: 6.7% daily move and 8.5% 30-day gain on continued memory-chip demand strength.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (15 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AVGOBroadcom Inc.Dropped at merge
    Scout: 6.9% 5-day gain reaccelerating off a flatter 30-day base, signaling renewed momentum in AI networking silicon.
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • METAMeta Platforms, Inc.Already held
    Scout: 17.5% 30-day gain with price under 8% from its 52-week high, sustaining mega-cap AI-ad momentum.
    Already held: a position opened 2026-09-30 runs until 2026-10-30 (23 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.