AI Stock Picks — S&P 500

Thursday, September 17, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Cautious  Normal choppiness · VIX 15.6

Breadth across the S&P 500 is unusually weak, with the large majority of constituents down double digits over the trailing 30 days and sitting well off their 52-week highs, consistent with a broad market correction. A narrow set of names has bucked the trend with sustained 5-day and 30-day gains while trading within a few percent of their highs, and the candidate list below is deliberately narrower than usual to focus on that genuine, still-intact momentum rather than one-day bounces in beaten-down stocks.

Refining margins driving a rare pocket of strength (Marathon, Valero, Phillips 66 all near 52-week highs with strong 5-day and 30-day returns)Select life-sciences/diagnostics and cybersecurity names showing accelerating momentum near their highs even as the broader tape sells offOverall market breadth is poor, with most index members down 5-25% over 30 days and well below their highs, arguing for caution and small position sizing

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%
82 · 584.7%
584.7% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 SWKS SKIP $89.73 → $94.89
stop $79.86
Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#2 DELL SKIP $584.83 → $617.00
stop $521.67
Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#3 TMO SKIP $658.39 → $692.94
stop $609.66
Position cap reached — 82 of 20 slots in use.
#4 MPC SKIP $422.14 → $443.96
stop $390.90
Position cap reached — 82 of 20 slots in use.

Already open: ABBV (to Sep 19), EOG (to Sep 19), VRTX (to Sep 19), ADP (to Sep 19), MDLZ (to Sep 19), WBD (to Sep 19), BMY (to Sep 20), MSI (to Sep 20), PFE (to Sep 20), BT-A.L (to Sep 20), KDP (to Sep 20), COP (to Sep 23) … and 70 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
9 picks
Nova
3 picks
Orion
1 pick
Quinn
8 picks

4 Stock Picks

Sector concentration cap applied: 1 lower-ranked pick removed to keep at most 2 picks per sector (VRSN), so the final list isn't over-concentrated in one sector.
#1 SWKSSkyworks Solutions, Inc.
4/5 Agents Agree  Risk 5/10  ⚠ Conflicting Signals
Moderate conviction · 59%

Skyworks makes chips used in smartphones and other wireless devices, and it's riding a wave of renewed enthusiasm for the semiconductor industry tied to AI and memory-chip demand. The stock is up roughly a third in the past month and still accelerating, comfortably beating the broader market. The main risk is that such an outsized move raises the odds of a sharp give-back if sector excitement cools.

Stop-loss$79.86-11.0%
Today's price$89.73
Target$94.89+5.8%
Agents estimate: $95.56 (+0.7% vs target)
If you invested $1,000
$1,058 if the target hits (+5.8%)
$890 if the stop-loss is hit (-11.0%)
The AI puts the chance of the win case at 59%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

⚔ The Skeptic's View — Sage, the Devil's Advocate
  • Price sits at $89.73, just 2.78% below its 52-week high and hugging the upper Bollinger Band ($91.55 vs. $89.73), leaving little technical room before the band itself caps further upside.
  • Price is 24% above its 50-day SMA ($68.02) and 39% above its 200-day SMA ($64.70) after a 32.5% one-month spike — this kind of extension from trend has historically mean-reverted, and the thesis's own RSI of 68 is one tick from the classic overbought threshold.
Show the detailed analysis

Calibrated probability: 59% (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 70% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
75%
Very High
Blaze
66%
High
Nova
Recent news mentions were about Micron, Intel, and other chipmakers rather than Skyworks itself — no company-specific catalyst was identified despite strong price gains.
Orion
66%
High
Quinn
60%
Medium
#2 DELLDell Technologies Inc.
4/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Moderate conviction · 59%

Dell sells computers, servers, and data-center hardware, and has recently benefited from a wave of enthusiasm around AI server demand. The stock has rocketed higher, up more than 20% in a month and accelerating hard in just the last week, far outpacing the broader market. The main risk is that such a fast, large move raises the odds of a sharp pullback, and some large early shareholders have been selling into the rally.

Stop-loss$521.67-10.8%
Today's price$584.83
Target$617.00+5.5%
Agents estimate: $619.92 (+0.5% vs target)
If you invested $1,000
$1,055 if the target hits (+5.5%)
$892 if the stop-loss is hit (-10.8%)
The AI puts the chance of the win case at 59%. 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 at $584.83 is essentially touching the upper Bollinger Band ($594.63) after a 15.44% 5-day surge, a level that typically precedes a consolidation or pullback rather than further acceleration.
  • The stock is trading 116% above its 200-day SMA ($270.29) — a historic wide extension that raises the odds of profit-taking even with RSI at a sub-70 66.
Show the detailed analysis

Calibrated probability: 59% (raw model estimate: 68%) — adjusted using the accuracy of past resolved picks.

Trade math

0.5:1
66%
+0.3%
0%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 70% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
75%
Very High
Blaze
81%
Very High
Nova
53%
Medium
Orion
No enterprise-hardware sector tailwind confirmed in the news, and heavy insider selling from Silver Lake and other major holders is a caution flag.
Quinn
60%
Medium
#3 TMOThermo Fisher Scientific Inc.
4/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Moderate conviction · 59%

Thermo Fisher makes lab and scientific equipment used across pharma, biotech, and research. Its last quarter showed revenue up 10% and profit growing faster than sales as margins improved, and management says customer demand across its markets is strengthening. The main risk is that the earnings news is nearly two months old and several top executives, including the CEO, have been selling stock steadily.

Stop-loss$609.66-7.4%
Today's price$658.39
Target$692.94+5.3%
Agents estimate: $694.59 (+0.2% vs target)
If you invested $1,000
$1,053 if the target hits (+5.3%)
$926 if the stop-loss is hit (-7.4%)
The AI puts the chance of the win case at 59%. 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
  • RSI at 72.08 is in overbought territory by the standard 70 threshold, contradicting the bull framing of 'not yet extreme'; price is also pinned right at the upper Bollinger Band ($652.99 vs. $658.39 spot).
  • The thesis admits 'no specific news catalyst could be confirmed' for the move — a 12.6% unexplained run with no identifiable driver is a setup vulnerable to reversal once momentum-chasers exit.
Show the detailed analysis

Calibrated probability: 59% (raw model estimate: 63%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
58%
+0.6%
5.7%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 70% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
65%
High
Blaze
73%
Very High
Nova
53%
Medium
Orion
No confirmed news tailwind for the life-sciences tools sector, and an RSI of 72 shows the stock is already overbought heading into a wide window.
Quinn
60%
Medium
#4 MPCMarathon Petroleum Corporation
3/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Moderate conviction · 59%

Marathon Petroleum refines crude oil into gasoline and other fuels. Its latest quarterly profit more than quadrupled year-over-year on much wider refining margins, and the company is investing in upgrades at several refineries while returning billions to shareholders. The main risk is the stock is extremely overbought after a huge one-month rally and sits right at its 52-week high, so a pullback is a real possibility even with strong fundamentals.

Stop-loss$390.90-7.4%
Today's price$422.14
Target$443.96+5.2%
Agents estimate: $444.66 (+0.2% vs target)
If you invested $1,000
$1,052 if the target hits (+5.2%)
$926 if the stop-loss is hit (-7.4%)
The AI puts the chance of the win case at 59%. 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
  • RSI at 82.37 is deeply overbought (well past the 70 line), and price at $422.14 is already above the upper Bollinger Band of $423.13 — a textbook extended/exhausted setup, not confirmation of sustainable trend strength.
  • 5-day momentum has decelerated sharply to 3.71% versus the 30-day pace of 17.84%, and the MACD histogram has thinned to just 1.25 — both point to fading, not accelerating, momentum despite the bull thesis's emphasis on trend strength.
Show the detailed analysis

Calibrated probability: 59% (raw model estimate: 62%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
59%
+0.4%
1.5%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 70% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
55%
Medium
Blaze
78%
Very High
Nova
Up 17.9% in 30 days but RSI of 82 signals extreme overbought conditions and today's volume ran below its 30-day average, a warning sign the rally near its 52-week high may be losing steam.
Orion
No news confirmed a refining-sector tailwind, and the stock is extremely overbought (RSI 82) after an 18% one-month run, raising reversal risk.
Quinn
55%
Medium

Retail Investor Execution Guide

This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by October 17, 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 17, 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 20 candidates for deep analysis by the five analysts. Here is what happened to each one.

  • MPCMarathon Petroleum CorporationPicked #4
    Scout: Up 17.9% over 30 days and 7.6% over 5 days while sitting just 0.2% off its 52-week high — refining margins are driving durable strength.
    Made the final report at #4.
  • VLOValero Energy CorporationDropped at merge
    Scout: 18.1% 30-day gain and 6.4% 5-day gain, only 0.3% from its 52-week high; refining-sector momentum mirrors peers MPC and PSX.
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • PSXPhillips 66Dropped at merge
    Scout: 13.3% 30-day return and 5.5% 5-day return with the stock essentially at its 52-week high (-0.06%), confirming sector-wide refining strength.
    Qualified on merit but ranked #7, outside the 5-pick limit for this run.
  • TMOThermo Fisher Scientific Inc.Picked #3
    Scout: 12.5% 30-day and 9.2% 5-day gains with the stock just 0.2% below its 52-week high — rare large-cap life-sciences strength in a weak tape.
    Made the final report at #3.
  • RVTYRevvity, Inc.Already held
    Scout: Explosive 27.5% 30-day and 22.5% 5-day returns while only 0.9% off its 52-week high, indicating a real, sustained re-rating rather than a one-day spike.
    Already held: a position opened 2026-09-16 runs until 2026-10-16 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • FFIVF5, Inc.Liquidity filter
    Scout: 10.1% 30-day and 9.3% 5-day gains, just under 1% from its 52-week high — steady accelerating momentum in networking/security software.
    20-day average daily volume 468,573 shares is below the 500,000-share liquidity floor.
  • CRWDCrowdStrike Holdings, Inc.Already held
    Scout: Momentum is accelerating: 18.2% over 5 days on top of 15.4% over 30 days, with the stock only 1.4% from its 52-week high.
    Already held: a position opened 2026-09-15 runs until 2026-10-15 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • FTNTFortinet, Inc.Already held
    Scout: 9.0% 5-day and 11.1% 30-day gains with the stock 1.7% off its high — cybersecurity demand showing through in sustained price strength.
    Already held: a position opened 2026-09-14 runs until 2026-10-14 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • DELLDell Technologies Inc.Picked #2
    Scout: 21.9% 30-day and 15.4% 5-day gains, just 1.2% from its 52-week high, reflecting continued AI-server demand momentum.
    Made the final report at #2.
  • IQVIQVIA Holdings Inc.Already held
    Scout: 12.3% 30-day and 5.3% 5-day gains with the stock only 1.1% below its 52-week high, a standout in an otherwise weak healthcare-services tape.
    Already held: a position opened 2026-08-27 runs until 2026-09-26 (10 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SWKSSkyworks Solutions, Inc.Picked #1
    Scout: A 32.5% 30-day surge with continued 6.8% 5-day gains, just 2.8% from its 52-week high — one of the strongest trends in the index.
    Made the final report at #1.
  • AAPLApple Inc.Already held
    Scout: Steady 9.9% 30-day and 2.9% 5-day gains keep it within 2.5% of its 52-week high, a rare mega-cap holding up well amid broad weakness.
    Already held: a position opened 2026-09-01 runs until 2026-10-01 (14 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BBYBest Buy Co., Inc.Already held
    Scout: 10.4% 30-day and 7.1% 5-day gains with the stock just 1.6% from its 52-week high, suggesting consumer-electronics demand is holding up.
    Already held: a position opened 2026-09-15 runs until 2026-10-15 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • WATWaters CorporationAlready held
    Scout: 5-day return (6.5%) is outpacing the 30-day return (4.9%), and the stock is within 1% of its 52-week high — momentum is building, not fading.
    Already held: a position opened 2026-09-16 runs until 2026-10-16 (30 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AAgilent Technologies, Inc.Dropped at merge
    Scout: 9.1% 5-day gain against a smaller 5.2% 30-day gain shows accelerating momentum, with the stock just 4.7% off its 52-week high.
    Qualified on merit but ranked #8, outside the 5-pick limit for this run.
  • DEDeere & CompanyAlready held
    Scout: 14.0% 30-day gain with the stock only 3.1% from its 52-week high, a rare industrial holding strong through the broader selloff.
    Already held: a position opened 2026-09-03 runs until 2026-10-03 (16 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • HPEHewlett Packard Enterprise CompanyDropped at merge
    Scout: 5-day return of 10.6% is accelerating versus a 6.0% 30-day return, with the stock just 5% from its 52-week high.
    Reward-to-risk 0.43 is below the 0.50 minimum — a +5.37% target against a -12.4% stop.
  • ADMArcher-Daniels-Midland CompanyAlready held
    Scout: 8.0% 30-day gain with the stock essentially at its 52-week high (-1.1%), an unusual show of strength in the consumer-staples space.
    Already held: a position opened 2026-09-02 runs until 2026-10-02 (15 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • VRSNVeriSign, Inc.Passed over
    Scout: 11.1% 30-day and 4.9% 5-day gains, just 3% off its 52-week high, showing consistent buying interest.
    Nova: No company-specific catalyst surfaced in recent news, and steady insider selling by the CEO adds a caution flag.
    Orion: No relevant sector news found — VeriSign's domain-registry business is unrelated to the chip-sector rally in the news feed, and its CEO has been steadily selling shares.
  • GENGen Digital Inc.Already held
    Scout: 11.5% 30-day gain with the stock only 3.5% from its 52-week high, holding up better than most of the broader tech tape.
    Already held: a position opened 2026-08-31 runs until 2026-09-30 (14 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.