AI Stock Picks — S&P 500

Monday, October 19, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Neutral  Normal choppiness · VIX 18.1

The tape shows sharp sector rotation rather than a uniform trend: energy, health-insurance/distribution, insurance brokers, travel/lodging and select consumer staples are pushing to or near 52-week highs on strong 5- and 30-day momentum, while semiconductors, regional banks, brokerages and several high-multiple software/hardware names are sliding hard on 30-day losses and wide drawdowns from their highs. Elevated single-day swings across the board point to a choppy, high-dispersion market rather than broad-based conviction.

Energy strength (integrated majors, E&Ps and refiners) on sustained 30-day gains near 52-week highsHealthcare distribution/payors and managed care (CI, UNH, MCK, CAH) rebounding with multi-week momentumTravel/lodging and premium consumer names (HLT, MAR, TJX, EL) extending gainsInsurance brokers and P&C carriers (MRSH, AJG, CB, EG) grinding toward highsBroad weakness in semiconductors, regional banks and brokerages suggesting rotation out of rate-sensitive and high-beta tech

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 4
0%
66 · 106.9%
106.9% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 MRSH SKIP — $188.28 → $198.48
stop $168.89
Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#2 APD SKIP — $299.80 → $315.04
stop $276.12
Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#3 CI SKIP — $299.05 → $314.50
stop $277.22
Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#4 KO SKIP — $93.44 → $98.26
stop $87.83
Position cap reached — 66 of 20 slots in use.

Already open: LGEN.L (to Oct 21), SSE.L (to Oct 21), AAPL (to Oct 22), KGF.L (to Oct 23), DHR (to Oct 24), DCC.L (to Oct 25), PFE (to Oct 28), DPLM.L (to Oct 28), SMIN.L (to Oct 28), ABDN.L (to Oct 30), SNPS (to Oct 31), EMR (to Nov 1) … and 54 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
9 picks
Nova
3 picks
Orion
8 picks
Quinn
8 picks

4 Stock Picks

Diversification filter applied: 1 pick removed due to high same-sector price correlation with a higher-ranked pick (AJG), avoiding concentrated sector exposure.
#1 MRSHMarsh & McLennan Companies, Inc.
3/5 Agents Agree  Risk 5/10
Moderate conviction · 55%

Marsh is a global leader in insurance brokerage, reinsurance, and consulting. It just reported third-quarter results four days ago showing accelerating double-digit profit growth and confident management commentary — the freshest catalyst of any stock reviewed here — and its next earnings report is roughly three months away, so there's no earnings-day risk during this holding period. The risk is that the stock has already rallied and some insiders, including the CEO, have been selling shares.

Stop-loss$168.89-10.3%
Today's price$188.28
Target$198.48+5.4%
Agents estimate: $199.26 (+0.4% vs target)
If you invested $1,000
▲$1,054 if the target hits (+5.4%)
▼$897 if the stop-loss is hit (-10.3%)
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
  • RSI14 at 70.94 is in overbought territory, and OBV sits at -3.79M despite the price rally — volume flow is diverging negatively from the price gain, suggesting the move isn't backed by accumulation.
  • Price is now trading above the upper Bollinger Band (188.28 vs. 186.98 upper band), a classic overextension signal that often precedes mean-reversion rather than continuation.
Show the detailed analysis

Calibrated probability: 55% (raw model estimate: 65%) — 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
—
—
Blaze
66%
High
Nova
65%
High
Orion
63%
High
Quinn
—
—
Momentum is positive and volume-confirmed, but the stock already trades above its upper Bollinger Band with a below-average reward-to-risk ratio.
#2 APDAir Products and Chemicals, Inc.
3/5 Agents Agree  Risk 5/10  ⚠ Conflicting Signals  ⚠ Earnings in Window
Moderate conviction · 55%

Air Products and Chemicals supplies industrial gases like oxygen, nitrogen, and hydrogen to factories and energy producers worldwide. The stock has been climbing steadily and beating the market, with technicals that still look strong rather than stretched, and its tightest stop distance of this group offers a relatively favorable risk/reward. The main risk is a broader pullback in industrial stocks or a disappointing earnings report a few weeks out.

Stop-loss$276.12-7.9%
Today's price$299.80
Target$315.04+5.1%
Agents estimate: $315.28 (+0.1% vs target)
If you invested $1,000
▲$1,051 if the target hits (+5.1%)
▼$921 if the stop-loss is hit (-7.9%)
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
  • Price (299.80) is already pinned at the upper Bollinger Band (299.29), leaving little statistical room for further upside before a pullback within the 30-day window.
  • The bull case leans on a 'tight ATR-based stop' for favorable reward-risk, but ATR14 of 5.38 is actually higher in absolute dollar terms than CI's 7.34 is relative to its lower price — the stated edge is thinner than it looks once this is also 4.79% off the 52-week high after a already a sharp 5-day 5.33% spike, meaning most of the easy momentum gain may already be captured.
Show the detailed analysis

Calibrated probability: 55% (raw model estimate: 61%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
61%
+0.0%
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
56%
Medium
Nova
53%
Medium
Orion
—
—
Industrial gases/chemicals is not one of the sectors called out as getting a rotation tailwind, so it was set aside.
Quinn
—
—
#3 CIThe Cigna Group
3/5 Agents Agree  Risk 5/10  ⚠ Earnings in Window
Moderate conviction · 55%

Cigna is a major health insurer that also runs a large pharmacy benefit management business. Its shares have been rising steadily and outperforming the market, with technical readings that still look healthy. The main risks are a broader health-insurer sector pullback and an earnings report inside the holding window that could swing sentiment either way.

Stop-loss$277.22-7.3%
Today's price$299.05
Target$314.50+5.2%
Agents estimate: $315.00 (+0.2% vs target)
If you invested $1,000
▲$1,052 if the target hits (+5.2%)
▼$927 if the stop-loss is hit (-7.3%)
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
  • OBV of -17.16M is sharply negative even as price rallied 8.96% over 30 days — volume is flowing out, not in, which contradicts the bull claim that the move reflects 'real investor demand.'
  • RSI at 68 combined with price sitting right at the upper Bollinger Band (299.05 vs. 300.24 upper) signals the rally is technically stretched, raising the odds of consolidation rather than a further 5% leg higher.
Show the detailed analysis

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

Trade math

0.7:1
59%
+0.9%
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
70%
High
Blaze
66%
High
Nova
—
—
Orion
63%
High
Quinn
—
—
Uptrend confirmed by volume, but a narrower reward-to-risk ratio made it less compelling than the top picks.
#4 KOThe Coca-Cola Company
3/5 Agents Agree  Risk 5/10  ⚠ Earnings in Window
Moderate conviction · 55%

Coca-Cola makes and sells soft drinks and other beverages around the world. The company just beat expectations and raised its full-year profit outlook, and the stock has been climbing steadily on that strength. The main risk is that the stock already looks a bit overheated technically, and a new earnings report in about a week could swing things either way.

Stop-loss$87.83-6.0%
Today's price$93.44
Target$98.26+5.2%
Agents estimate: $98.42 (+0.2% vs target)
If you invested $1,000
▲$1,052 if the target hits (+5.2%)
▼$940 if the stop-loss is hit (-6.0%)
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
  • RSI14 at 71.85 is the most overbought reading of the four picks, and price (93.44) is effectively capped by the upper Bollinger Band (93.45) — the stock has almost no technical headroom left for a fresh 5% move.
  • The bull thesis cites 'low ATR of ~1.5% of price' as a safety feature, but that same low volatility also caps the asymmetric upside Quinn-style; combined with being only -0.71% from the 52-week high, the easy re-rating off the Q2 earnings beat (reported well over a quarter ago, not fresh news) looks largely priced in already.
Show the detailed analysis

Calibrated probability: 55% (raw model estimate: 64%) — adjusted using the accuracy of past resolved picks.

Trade math

0.9:1
54%
+1.1%
8.5%

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

What each AI analyst estimated

Aria
—
—
RSI near 72 signals an overbought defensive stock with limited remaining upside relative to its risk.
Blaze
66%
High
Nova
—
—
Orion
66%
High
Quinn
60%
Medium

Retail Investor Execution Guide

This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by November 18, 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 18, 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 503 S&P 500 constituents and short-listed 29 candidates for deep analysis by the five analysts. Here is what happened to each one.

  • VVisa Inc.Dropped at merge
    Scout: Trading just 0.4% off its 52-week high with a steady ~9% 30-day gain; consistent payments-network momentum with little overhead resistance.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 60% raw (55% after calibration)).
  • MAMastercard IncorporatedAlready held
    Scout: Near all-time highs (-1.1%) with 8.5% 30-day gain, tracking Visa's strength in payments.
    Already held: a position opened 2026-10-13 runs until 2026-11-12 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • XOMExxonMobil Holdings CorporationAlready held
    Scout: Within 0.4% of its 52-week high on a 12.8% 30-day rally, reflecting firm crude/refining margins.
    Already held: a position opened 2026-10-16 runs until 2026-11-15 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CVXChevron CorporationDropped at merge
    Scout: Near 52-week highs (-0.4%) with over 10% 30-day gain, confirming sector-wide energy strength.
    Qualified on merit but ranked #9, outside the 5-pick limit for this run.
  • COPConocoPhillipsAlready held
    Scout: Up nearly 14% over 30 days and just 0.9% from its high, among the strongest E&P momentum names.
    Already held: a position opened 2026-10-13 runs until 2026-11-12 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • EOGEOG Resources, Inc.Dropped at merge
    Scout: 11.4% 30-day gain and only 0.9% below its 52-week high, showing sustained upstream strength.
    Qualified on merit but ranked #8, outside the 5-pick limit for this run.
  • APAAPA CorporationAlready held
    Scout: Essentially at its 52-week high (-0.2%) with a 13.5% 30-day advance and a positive 5-day leg higher.
    Already held: a position opened 2026-10-14 runs until 2026-11-13 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MPCMarathon Petroleum CorporationAlready held
    Scout: Leading refiners with an 18% 30-day gain and just 3.8% off its high on strong crack-spread momentum.
    Already held: a position opened 2026-10-16 runs until 2026-11-15 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • VLOValero Energy CorporationDropped at merge
    Scout: 10.6% 30-day return within 5.8% of its 52-week high, confirming broad refining-sector strength.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 60% raw (55% after calibration)).
  • PSXPhillips 66Dropped at merge
    Scout: 11.3% 30-day gain and only 2.7% below its high, rounding out a strong refining cohort.
    Qualified on merit but ranked #10, outside the 5-pick limit for this run.
  • KOThe Coca-Cola CompanyPicked #4
    Scout: Within 0.7% of its 52-week high with a steady 7.3% 30-day gain, a defensive name with genuine upside momentum.
    Made the final report at #4.
  • PGThe Procter & Gamble CompanyDropped at merge
    Scout: 7.8% 30-day gain just 5.9% off its high, showing durable staples demand.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 60% raw (55% after calibration)).
  • PFEPfizer Inc.Already held
    Scout: Trading 1.5% from its 52-week high with a steady multi-week uptrend (6.1% 30-day gain).
    Already held: a position opened 2026-09-28 runs until 2026-10-28 (10 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MCKMcKesson CorporationAlready held
    Scout: Near its 52-week high (-0.7%) with a 13.7% 30-day gain, among the strongest healthcare-distribution movers.
    Already held: a position opened 2026-10-14 runs until 2026-11-13 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CAHCardinal Health, Inc.Dropped at merge
    Scout: 11.7% 30-day gain and just 2.4% from its high, confirming distributor-sector strength alongside McKesson.
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • CIThe Cigna GroupPicked #3
    Scout: 9% 30-day gain, within 4% of its high, with managed care showing a durable rebound.
    Made the final report at #3.
  • UNHUnitedHealth Group IncorporatedAlready held
    Scout: Strong 7.3% 5-day and 7.6% 30-day gains signal a fresh rebound in managed care after a deep prior drawdown.
    Already held: a position opened 2026-10-15 runs until 2026-11-14 (26 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • HLTHilton Worldwide Holdings Inc.Dropped at merge
    Scout: 12.2% 30-day gain just 3.7% off its high, reflecting resilient travel demand.
    Only Orion selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: High, 63% raw (55% after calibration)).
  • MARMarriott International, Inc.Dropped at merge
    Scout: 13.9% 30-day gain within 5% of its 52-week high, confirming lodging-sector momentum alongside Hilton.
    Qualified on merit but ranked #7, outside the 5-pick limit for this run.
  • MRSHMarsh & McLennan Companies, Inc.Picked #1
    Scout: 9% 30-day gain and only 5.2% from its high, part of a broad insurance-broker uptrend.
    Made the final report at #1.
  • AJGArthur J. Gallagher & Co.Diversification filter
    Scout: Strong 8% 5-day pop atop a 6.8% 30-day gain, consistent with sector-wide broker strength.
    Dropped by diversification filter: 0.87 30-day daily-return correlation with MRSH (both in Financial Services).
  • EGEverest Group, Ltd.Liquidity filter
    Scout: Trading just 2.9% off its 52-week high with steady 5.4% 30-day gains in P&C insurance.
    20-day average daily volume 335,890 shares is below the 500,000-share liquidity floor.
  • CBChubb LimitedDropped at merge
    Scout: Within 2.9% of its 52-week high on a consistent 5.3% 30-day gain, reinforcing insurer strength.
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 60% raw (55% after calibration)).
  • TJXThe TJX Companies, Inc.Already held
    Scout: 12.5% 30-day gain on continued off-price retail momentum, though further from its high (-13.3%) leaves more room to run.
    Already held: a position opened 2026-10-12 runs until 2026-11-11 (24 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ELThe Estée Lauder Companies Inc.Dropped at merge
    Scout: 10% 30-day gain with a strong 6% 5-day leg, suggesting an emerging turnaround in prestige beauty.
    Qualified on merit but ranked #11, outside the 5-pick limit for this run.
  • WMWaste Management, Inc.Passed over
    Scout: 9.2% 30-day and 7% 5-day gains show steady, low-volatility momentum in a defensive industrial name.
    Aria: Its 50-day average sits below its 200-day average, a weaker trend structure than the stronger candidates selected.
    Blaze: Waste Management has only beaten estimates in 2 of its last 4 quarters and management only reaffirmed (not raised) guidance, pushing the probability below our comfort threshold.
  • CTASCintas CorporationAlready held
    Scout: Within 3.3% of its 52-week high on a 7.6% 30-day gain, a steady industrial-services compounder.
    Already held: a position opened 2026-10-13 runs until 2026-11-12 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • APDAir Products and Chemicals, Inc.Picked #2
    Scout: 7.3% 30-day gain just 4.8% from its high, consistent industrial-gas momentum.
    Made the final report at #2.
  • EBAYeBay Inc.Dropped at merge
    Scout: 11.4% 30-day gain within 3.2% of its 52-week high, showing durable e-commerce momentum.
    Only Aria selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: High, 65% raw (55% 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.