AI Stock Picks — NASDAQ 100

Tuesday, October 27, 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 17.7

NASDAQ 100 trading shows a sharp rotation rather than a uniform trend: semiconductor equipment, memory/storage, and AI-infrastructure names (INTC, LRCX, AMAT, KLAC, MU, STX, WDC, SNDK, ARM, CRWV, NBIS) are getting hit with double-digit declines across the 1-day, 5-day and 30-day windows, while cybersecurity software, utilities, staples and several industrials/mega-caps are rallying hard and sitting near 52-week highs. Breadth outside the AI-capex complex looks constructive, suggesting opportunity concentrated in names with confirmed multi-window strength rather than one-day pops.

Violent rotation out of AI-infrastructure/memory-chip stocks (STX, WDC, SNDK, MU, CRWV, NBIS, ARM, AMAT, LRCX, KLAC) into defensives and valueCybersecurity and enterprise software (PANW, CRWD, DDOG, FTNT, SNPS, CDNS, ADP) showing sustained multi-day momentum near 52-week highsUtilities (XEL, AEP, EXC) and consumer staples/industrials (WMT, COST, KDP, CSX, ROP, TXN) rallying with strong 5d/30d breadthMega-cap quality (AAPL, MSFT, AMGN, GILD) grinding to new highs with low volatility, signaling a flight to stability

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 3
0%
91 · 151.6%
151.6% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 TSLA SKIP — $408.03 → $428.43
stop $372.12
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#2 ADI SKIP — $423.89 → $445.15
stop $383.62
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#3 FTNT SKIP — $184.76 → $194.00
stop $167.02
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.

Already open: EMR (to Nov 1), ALW.L (to Nov 1), MSFT (to Nov 4), AMZN (to Nov 8), PYPL (to Nov 8), HUM (to Nov 11), TJX (to Nov 11), SHOP (to Nov 11), MA (to Nov 12), BNZL.L (to Nov 12), NG.L (to Nov 12), WTB.L (to Nov 12) … and 79 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
8 picks
Blaze
6 picks
Nova
2 picks
Orion
5 picks
Quinn
4 picks

3 Stock Picks

Sector concentration cap applied: 2 lower-ranked picks removed to keep at most 2 picks per sector (ADP, NXPI), so the final list isn't over-concentrated in one sector.
#1 TSLATesla, Inc.
4/5 Agents Agree  Risk 6/10
Moderate conviction · 55%

Tesla makes electric vehicles and is increasingly tied to robotics and self-driving technology. The stock has surged over the past month and is sharply outperforming the broader tech market after beating earnings estimates. The main risk is that Tesla is a highly volatile, headline-driven stock that can swing hard on news and Elon Musk commentary, and its actual profit fell sharply even though it beat expectations.

Stop-loss$372.12-8.8%
Today's price$408.03
Target$428.43+5.0%
If you invested $1,000
▲$1,050 if the target hits (+5.0%)
▼$912 if the stop-loss is hit (-8.8%)
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
  • Today's +9.65% spike on reported merger talks is unconfirmed takeover speculation, not an earnings fundamental, and the stock is still -18.20% from its 52-week high despite the pop, suggesting a sharp mean-reversion gap-fill risk once the rumor is denied or clarified.
  • The price (408.03) has already rallied above the upper Bollinger Band (399.47), a classic overextension signal, and the +2.63 MACD histogram expansion off a single news-driven gap is exactly the kind of move that fades fast without follow-through volume confirmation.
  • A death-cross-free but still only 366.13 50-day average sitting well below the 374.33 Bollinger midline shows this 'uptrend' is a one-day news spike layered on a choppier underlying base, not a clean multi-week breakout.
Show the detailed analysis

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

Trade math

0.6:1
64%
-0.4%
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
—
—
Despite a narrow EPS beat, net profit fell 43% year-over-year and the rally appears driven by SpaceX-merger and robotaxi speculation rather than a confirmed fundamental catalyst.
Nova
58%
Medium
Orion
56%
Medium
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 ADIAnalog Devices, Inc.
3/5 Agents Agree  Risk 5/10  ⚠ Earnings in Window
Moderate conviction · 55%

ADI designs chips used in cars, factories, and communications equipment. Its stock has been climbing steadily and is beating the broader tech market, suggesting investors like what they see. The main risk is that heavy chip-sector selling elsewhere could drag it down, and company insiders have been selling stock recently.

Stop-loss$383.62-9.5%
Today's price$423.89
Target$445.15+5.0%
Agents estimate: $445.22 (+0.0% vs target)
If you invested $1,000
▲$1,050 if the target hits (+5.0%)
▼$905 if the stop-loss is hit (-9.5%)
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
  • MACD histogram is already negative (-0.2474) with the MACD line crossing below its signal line, a bearish crossover that contradicts the 'healthy bullish momentum' claim even as RSI sits at 62.89.
  • Price (423.885) is pressing right against the upper Bollinger Band (425.37), leaving almost no technical headroom, and 5-day momentum has already decelerated to just 1.01% versus the 30-day return of 7.17%, indicating the rally is losing steam.
Show the detailed analysis

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

Trade math

0.5:1
65%
-0.6%
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
70%
High
Blaze
58%
Medium
Nova
—
—
Strong price action but no company-specific news catalyst found in the last 21 days; heavy insider selling adds caution
Orion
56%
Medium
Quinn
—
—
No technical trigger present — RSI is neutral-to-high, MACD histogram is negative, and there's no squeeze, golden cross, or oversold condition to build a setup on

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#3 FTNTFortinet, Inc.
2/5 Agents Agree  Risk 5/10  ⚠ Earnings in Window
Moderate conviction · 55%

Fortinet makes network security hardware and software (firewalls) for businesses. The stock has been climbing and outperforming the broader market, but it reports earnings tomorrow, a real coin-flip event that could send the stock up or down sharply right at the start of the holding period.

Stop-loss$167.02-9.6%
Today's price$184.76
Target$194.00+5.0%
If you invested $1,000
▲$1,050 if the target hits (+5.0%)
▼$904 if the stop-loss is hit (-9.6%)
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
  • The MACD histogram is negative (-0.7071) with the MACD line below its signal (1.5714 vs 2.2785), directly undercutting the bull case that momentum is clean — this is a bearish divergence forming even as price grinds higher.
  • 5-day momentum has already cooled to 2% despite the 5-day return of 8.09%, meaning most of the stated gain happened in a burst that's now fading, and RSI at 57.55 is unremarkable, not the strong confirmation implied.
Show the detailed analysis

Calibrated probability: 55% (raw model estimate: 67%) — adjusted using the accuracy of past resolved picks.

Trade math

0.5:1
66%
+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
70%
High
Blaze
—
—
Earnings are due tomorrow (Oct 28) — entering a fresh position the night before an unknown print is a pure binary bet, not a fundamentals-driven thesis.
Nova
—
—
Earnings report tomorrow hasn't happened yet, so there's no confirmed catalyst to act on
Orion
65%
High
Quinn
—
—
No technical trigger — MACD is negative, RSI is neutral, and there's no squeeze or golden-cross confirmation

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 26, 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 26, 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 26 candidates for deep analysis by the five analysts. Here is what happened to each one.

  • ROPRoper Technologies, Inc.Already held
    Scout: Exceptional momentum across all windows (+21% day, +9% 5d, +23% 30d) while only 6.5% off its 52-week high
    Already held: a position opened 2026-10-27 runs until 2026-11-26 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CSXCSX CorporationAlready held
    Scout: Strong confirmed uptrend (+11% day, +8% 5d, +11% 30d) within 3% of its 52-week high
    Already held: a position opened 2026-10-22 runs until 2026-11-21 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • TXNTexas Instruments IncorporatedAlready held
    Scout: Rare alignment of 1-day, 5-day and 30-day gains all near +10-11%, signaling durable analog-chip demand strength
    Already held: a position opened 2026-10-26 runs until 2026-11-25 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • KDPKeurig Dr Pepper Inc.Already held
    Scout: Sitting just 1.5% below its 52-week high with steady 30-day momentum (+10.8%)
    Already held: a position opened 2026-10-15 runs until 2026-11-14 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADIAnalog Devices, Inc.Picked #2
    Scout: Consistent gains across all windows and only 5% off its high, bucking the broader semi-equipment selloff
    Made the final report at #2.
  • XELXcel Energy Inc.Already held
    Scout: Utility rotation beneficiary with +11% day and +12% 30-day return, 7.6% off its high
    Already held: a position opened 2026-10-16 runs until 2026-11-15 (19 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AEPAmerican Electric Power Company, Inc.Already held
    Scout: Strong utility momentum (+9% day, +9% 30d) as capital rotates into rate-regulated defensives
    Already held: a position opened 2026-10-22 runs until 2026-11-21 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • EXCExelon CorporationAlready held
    Scout: Utility sector strength confirmed across 5-day and 30-day windows, up nearly 10% in the past month
    Already held: a position opened 2026-10-26 runs until 2026-11-25 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SNPSSynopsys, Inc.Dropped at merge
    Scout: EDA software showing broad-based strength (+11% day, +13% 30d) despite semiconductor hardware weakness nearby
    Only Blaze selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: High, 66% raw (55% after calibration)).
  • PANWPalo Alto Networks, Inc.Dropped at merge
    Scout: Standout 5-day momentum (+18%) and only 7% off its 52-week high on continued cybersecurity demand
    Reward-to-risk 0.50 is below the 0.50 minimum — a +5.03% target against a -10.1% stop.
  • CRWDCrowdStrike Holdings, Inc.Dropped at merge
    Scout: +17.5% over 5 days with the stock near its 52-week high, reflecting cybersecurity sector tailwinds
    Reward-to-risk 0.49 is below the 0.50 minimum — a +5.15% target against a -10.5% stop.
  • DDOGDatadog, Inc.Passed over
    Scout: Confirmed uptrend across 5-day and 30-day windows, 7% off its high as cloud-observability demand holds up
    Aria: Passed the initial momentum screen, but a volume/price divergence signal and earnings landing in just over a week made this a weaker, Medium-confidence candidate than the stocks selected
    Blaze: Earnings land in just 8 days and guidance was maintained rather than clearly raised, pulling the risk-adjusted probability below a comfortable threshold despite real revenue growth.
    Nova: Earnings are still over a week away, so any beat isn't confirmed yet and no other catalyst was found
    Orion: A volume/price divergence signal plus an earnings report landing inside the 30-day window add uncertainty without a confirmed sector catalyst.
    Quinn: No setup trigger, and on-balance volume is diverging from price, a sign that volume isn't confirming the recent rally
  • FTNTFortinet, Inc.Picked #3
    Scout: Consistent gains across all three windows and just 6% from its 52-week high
    Made the final report at #3.
  • CDNSCadence Design Systems, Inc.Dropped at merge
    Scout: Multi-window momentum (+5% day, +7% 5d, +5% 30d) in the resilient EDA software niche
    Reward-to-risk 0.42 is below the 0.50 minimum — a +5.31% target against a -12.5% stop.
  • PLTRPalantir Technologies Inc.Dropped at merge
    Scout: Steady gains across all windows and within 6% of its 52-week high on continued AI-software demand
    Only Aria selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: High, 70% raw (60% after calibration)).
  • TSLATesla, Inc.Picked #1
    Scout: Strong alignment of 1-day, 5-day and 30-day returns (+10%, +9%, +14%) showing fresh buying momentum
    Made the final report at #1.
  • WMTWalmart Inc.Already held
    Scout: Defensive retail strength with +10% day and +10% 30-day move as investors rotate to staples
    Already held: a position opened 2026-10-15 runs until 2026-11-14 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADPAutomatic Data Processing, Inc.Passed over
    Scout: Sharp 30-day gain (+12%) and only 5.5% off its 52-week high
    Blaze: Earnings are due tomorrow (Oct 28) and the available filing is an empty placeholder with no actual results or guidance, leaving no fundamental catalyst before an imminent, unpredictable print.
    Orion: No confirmed catalyst or sector tailwind, flat 5-day momentum, and an earnings report tomorrow add risk without a clear directional edge.
  • AMGNAmgen Inc.Already held
    Scout: Trading within 1% of its 52-week high with confirmed 30-day momentum (+6.8%)
    Already held: a position opened 2026-10-15 runs until 2026-11-14 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • GILDGilead Sciences, Inc.Already held
    Scout: Near 52-week highs (-1.25%) with steady multi-window gains, reflecting defensive biotech demand
    Already held: a position opened 2026-10-15 runs until 2026-11-14 (18 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AAPLApple Inc.Already held
    Scout: Only 1.4% off its 52-week high with low-volatility, consistent gains across all three windows
    Already held: a position opened 2026-10-22 runs until 2026-11-21 (25 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MSFTMicrosoft CorporationAlready held
    Scout: Stable uptrend and within 4% of its 52-week high despite broader tech volatility
    Already held: a position opened 2026-10-05 runs until 2026-11-04 (9 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • FANGDiamondback Energy, Inc.Passed over
    Scout: Energy-sector strength with +9% day and +10% 30-day return, 6% off its high
    Aria: Passed the initial screen, but a volume/price divergence signal plus unusually heavy insider selling (including a $1.9B sale by a 10%+ holder) made this a weaker, higher-risk candidate than the stocks selected
    Blaze: The only recent filing discloses preliminary realized commodity prices, not a confirmed earnings beat; the actual Q3 report is still 6 days away, and insiders — led by the sponsor fund — sold nearly $1.9 billion in the past 90 days.
    Orion: Energy doesn't align with the current risk-on, tech-led rotation seen across the market today.
    Quinn: The one positive signal (MACD) is offset by an on-balance-volume divergence, pulling the computed probability down to the statistical floor — not enough edge to include
  • SBUXStarbucks CorporationAlready held
    Scout: Confirmed turnaround momentum (+8% day, +8% 30d) within 7% of its 52-week high
    Already held: a position opened 2026-10-20 runs until 2026-11-19 (23 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • NXPINXP Semiconductors N.V.Passed over
    Scout: One of few semiconductor names showing aligned 1-day/5-day/30-day gains despite sector-wide chip weakness
    Blaze: The company reports earnings today, so there is no confirmed guidance available yet for this quarter — this is a pure event-risk gamble rather than a fundamentals-driven entry.
    Nova: Earnings are reported today but no confirming news was found yet to validate the price reaction as a true catalyst
    Orion: The company reports earnings today, creating an immediate binary outcome that can't be confidently handicapped toward a 5% gain.
  • CSCOCisco Systems, Inc.Dropped at merge
    Scout: Unusually consistent returns across all three windows (~4% each), suggesting steady institutional accumulation
    Only Blaze selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: High, 61% 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.