AI Stock Picks — NASDAQ 100

Thursday, September 24, 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 15.8

NASDAQ 100 momentum is sharply bifurcated: AI infrastructure, memory/storage, semiconductors, cybersecurity, and several mega-caps are hitting or approaching 52-week highs with strong 5-day and 30-day gains, while consumer discretionary, travel, and several software names have sold off double digits over the same period. The rally is powerful but narrow, concentrated in AI-capex-linked and security names rather than broad-based strength.

AI infrastructure and memory-chip supercycle driving semiconductor and storage names to multi-week highsCybersecurity sector re-rating sharply with several names near all-time highsMega-cap tech (Meta, Apple, Nvidia) trading at or near 52-week highs on sustained buyingNarrow breadth — consumer discretionary, travel, and select software/enterprise names down sharply, suggesting rotation rather than broad market strength

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 1
0%
64 · 309.7%
309.7% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 SNPS SKIP — $420.82 → $442.21
stop $386.73
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.

Already open: GILD (to Sep 25), ANET (to Sep 26), 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) … and 52 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
9 picks
Blaze
6 picks
Nova
2 picks
Orion
6 picks
Quinn
9 picks

1 Stock Pick

Diversification filter applied: 1 pick removed due to high same-sector price correlation with a higher-ranked pick (CDNS), avoiding concentrated sector exposure.
#1 SNPSSynopsys, Inc.
3/5 Agents Agree  Risk 5/10
Moderate conviction · 56%

Synopsys makes the software engineers use to design computer chips, a critical tool for the semiconductor industry. After a sharp decline, the stock is showing early signs of stabilizing with improving technical signals, though the rebound isn't yet as convincing as some of its AI-chip peers. The main risk is that this could be a weak bounce rather than a durable new uptrend.

Stop-loss$386.73-8.1%
Today's price$420.82
Target$442.21+5.1%
Agents estimate: $442.56 (+0.1% vs target)
If you invested $1,000
▲$1,051 if the target hits (+5.1%)
▼$919 if the stop-loss is hit (-8.1%)
The AI puts the chance of the win case at 56%. 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 MACD line remains negative at -2.52 despite crossing its signal line, and price at $420.82 is still below the 200-day SMA of $445.76 — the bullish crossover is occurring within a longer-term downtrend, not a resumed uptrend.
  • OBV stands at -29.5M despite the 5-day 4.15% price pop, indicating volume flow has been net negative even as price rallied — a divergence that undercuts the 'healthy momentum' read.
  • Nearly the entire 30-day return (6.67%) is explained by a single-day 6.67% gap versus the prior close, suggesting the move is a one-time earnings-reaction spike already priced in rather than sustained multi-day accumulation, raising reversal risk after such an outsized single print.
Show the detailed analysis

Calibrated probability: 56% (raw model estimate: 63%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
61%
+0.2%
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
67%
High
Blaze
62%
High
Nova
—
—
No confirmed catalyst; 30-day return is only modest and the last earnings report already happened nearly a month ago
Orion
—
—
Chip-design software is semi-adjacent, but it's underperforming the broader market over the past month with negative momentum readings
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 24, 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 24, 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.

  • METAMeta Platforms, Inc.Dropped at merge
    Scout: Trading essentially at its 52-week high with a 38.5% 30-day gain and 13.5% over the last 5 days — the strongest sustained momentum in the index.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 55% raw (48% after calibration)).
  • AMDAdvanced Micro Devices, Inc.Already held
    Scout: Within 1.5% of its 52-week high after a 35.6% 30-day rally, reflecting continued AI/datacenter demand momentum.
    Already held: a position opened 2026-09-21 runs until 2026-10-21 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CRWDCrowdStrike Holdings, Inc.Already held
    Scout: Near its 52-week high with a 36.9% 30-day advance, part of a broad cybersecurity sector re-rating.
    Already held: a position opened 2026-09-23 runs until 2026-10-23 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • INTCIntel CorporationAlready held
    Scout: Explosive 43.2% 30-day and 14.9% 5-day gains signal a major sentiment shift toward the foundry/turnaround story, still with room to its 52-week high.
    Already held: a position opened 2026-09-24 runs until 2026-10-24 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • FTNTFortinet, Inc.Already held
    Scout: Within 1% of its 52-week high with an 18% 30-day gain, riding the same cybersecurity strength as CrowdStrike and Palo Alto.
    Already held: a position opened 2026-09-24 runs until 2026-10-24 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • PANWPalo Alto Networks, Inc.Already held
    Scout: Just 2% off its 52-week high with steady 5-day and 30-day gains, confirming durable demand for security names.
    Already held: a position opened 2026-09-16 runs until 2026-10-16 (22 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WBDWarner Bros. Discovery, Inc.Dropped at merge
    Scout: Trading within 0.5% of its 52-week high with accelerating 5-day momentum, consistent with ongoing strategic/M&A interest in the name.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 60% raw (56% after calibration)).
  • ARMArm Holdings plcDropped at merge
    Scout: 17.3% 5-day and 30.1% 30-day gains show strong renewed buying tied to AI chip licensing demand.
    Reward-to-risk 0.43 is below the 0.50 minimum — a +5.00% target against a -11.6% stop.
  • QCOMQUALCOMM IncorporatedDropped at merge
    Scout: 22.2% 30-day gain with continued upside as AI/edge-compute chip demand narratives broaden beyond Nvidia/AMD.
    Reward-to-risk 0.48 is below the 0.50 minimum — a +5.00% target against a -10.4% stop.
  • MUMicron Technology, Inc.Already held
    Scout: 17.1% 30-day and 9.1% 5-day gains reflect the memory-chip supercycle story, with pricing power narratives supporting further upside.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • NBISNebius Group N.V.Dropped at merge
    Scout: 16.9% 30-day and 13.1% 5-day gains show strong ongoing demand for AI cloud infrastructure exposure.
    Reward-to-risk 0.40 is below the 0.50 minimum — a +5.00% target against a -12.4% stop.
  • ALABAstera Labs, Inc.Dropped at merge
    Scout: 23.9% 5-day surge on top of a 31% 30-day gain, among the strongest momentum readings in the index tied to AI interconnect demand.
    Reward-to-risk 0.40 is below the 0.50 minimum — a +5.00% target against a -12.5% stop.
  • DDOGDatadog, Inc.Already held
    Scout: 10% 5-day and 12.5% 30-day gains show accelerating momentum in cloud observability spend.
    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.
  • SNDKSandisk CorporationDropped at merge
    Scout: 16.1% 30-day gain tied to tightening NAND/flash storage supply dynamics feeding the AI buildout theme.
    Reward-to-risk 0.45 is below the 0.50 minimum — a +5.25% target against a -11.7% stop.
  • STXSeagate Technology Holdings plcAlready held
    Scout: 15.5% 5-day and 13.8% 30-day gains reflect the same storage-shortage tailwind benefiting Sandisk and Western Digital.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MRVLMarvell Technology, Inc.Dropped at merge
    Scout: 12.4% 30-day and 7% 5-day gains driven by custom AI silicon and networking demand.
    Reward-to-risk 0.49 is below the 0.50 minimum — a +5.25% target against a -10.8% stop.
  • LITELumentum Holdings Inc.Dropped at merge
    Scout: 11.4% 30-day gain reflecting continued optical-networking demand tied to AI datacenter buildouts.
    Reward-to-risk 0.47 is below the 0.50 minimum — a +5.50% target against a -11.8% stop.
  • PLTRPalantir Technologies Inc.Already held
    Scout: Within 7% of its 52-week high with consistent 5-day and 30-day gains around 9%, showing durable AI-software demand.
    Already held: a position opened 2026-09-23 runs until 2026-10-23 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AAPLApple Inc.Already held
    Scout: Trading within 2.3% of its 52-week high with an 8.7% 30-day gain, a stable mega-cap with room to extend to new highs.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • NVDANVIDIA CorporationAlready held
    Scout: Within 5.4% of its 52-week high with steady 7.3% 30-day gains, still the bellwether for AI compute demand.
    Already held: a position opened 2026-09-22 runs until 2026-10-22 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SNPSSynopsys, Inc.Picked #1
    Scout: 11.2% 5-day and 6.7% 30-day gains show renewed strength in EDA software tied to chip design demand.
    Made the final report at #1.
  • CDNSCadence Design Systems, Inc.Diversification filter
    Scout: Sharp 13.8% 5-day acceleration signals fresh buying interest in EDA/chip-design tools alongside Synopsys.
    Dropped by diversification filter: 0.79 30-day daily-return correlation with SNPS (both in Technology).
  • TERTeradyne, Inc.Dropped at merge
    Scout: 12.6% 5-day gain on top of a positive 30-day trend, benefiting from semiconductor test-equipment demand tied to the AI cycle.
    Reward-to-risk 0.41 is below the 0.50 minimum — a +5.00% target against a -12.1% stop.
  • TSLATesla, Inc.Already held
    Scout: Positive 5-day and 30-day momentum (3.6%/8.7%) with steady buying interest as the stock works back toward its highs.
    Already held: a position opened 2026-09-09 runs until 2026-10-09 (15 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.