AI Stock Picks — S&P 500

Thursday, August 6, 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 15.4

The index shows extreme two-sided dispersion this period — likely earnings-season driven — with many names posting 20-30%+ 30-day gains (ZBRA, HPQ, GRMN, IT, NUE) alongside comparably sized decliners (MRNA, HONA, TSLA, IBM), rather than a uniform directional move. Amid this, a diversified set of stocks combine sustained 5-day and 30-day momentum with proximity to 52-week highs, suggesting durable buying interest rather than one-day noise. Macro headlines flag possible Fed policy surprises and continued heavy AI-infrastructure capex, both of which are already showing up in sector-level price action.

AI infrastructure capex continuing to lift chips, networking, and cloud-adjacent names (NVDA, AVGO, ANET, LITE, HPE, MSFT, AMZN)Materials and industrials strength (steel, copper, timber) as cyclical rotation broadens participation beyond techDefense/govt-IT momentum extending on program and budget catalysts (RTX, LDOS)Elevated stock-specific dispersion this earnings cycle argues for selective picks over broad beta, with Fed-policy uncertainty as a swing factor

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%
56 · 473.3%
473.3% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 ANET SKIP — $192.94 → $203.61
stop $171.72
 Position cap reached — 56 of 20 slots in use.
#2 NVDA SKIP — $219.00 → $230.58
stop $199.29
 Position cap reached — 56 of 20 slots in use.
#3 STLD SKIP — $263.68 → $277.30
stop $243.11
 Position cap reached — 56 of 20 slots in use.
#4 FCX SKIP — $68.65 → $72.20
stop $62.54
 Position cap reached — 56 of 20 slots in use.

Already open: SPGI (to Aug 7), USB (to Aug 7), NTRS (to Aug 13), BNY (to Aug 15), BNY (to Aug 16), USB (to Aug 16), USB (to Aug 18), USB (to Aug 19), VLO (to Aug 19), AFL (to Aug 19), BAC (to Aug 20), MTB (to Aug 20) … and 44 more. Symbols you already hold were excluded from this run's candidates rather than re-picked.

Position-sizing guidance only — half-Kelly per pick, bounded by the limits above. Not personal investment advice.

Behind the scenes: how each AI analyst did
Aria
13 picks
Blaze
7 picks
Nova
3 picks
Orion
4 picks
Quinn
17 picks

4 Stock Picks

Sector concentration cap applied: 1 lower-ranked pick removed to keep at most 2 picks per sector (PLTR), so the final list isn't over-concentrated in one sector.
#1 ANETArista Networks, Inc.
5/5 Agents Agree  Risk 5/10  ⚠ Conflicting Signals
Strong conviction · 74%

Arista Networks makes high-speed networking equipment used in data centers, including for AI infrastructure buildouts. Shares have climbed steadily, sit near their 52-week high, and are outperforming the market by a wide margin, all signs of sustained investor demand. The main risk is that this run has moved fast, so a pause or pullback wouldn't be surprising.

Stop-loss$171.72-11.0%
Today's price$192.94
Target$203.61+5.5%
Agents estimate: $204.63 (+0.5% vs target)
If you invested $1,000
▲$1,055 if the target hits (+5.5%)
▼$890 if the stop-loss is hit (-11.0%)
The AI puts the chance of the win case at 74%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

⚔ The Skeptic's View — Sage, the Devil's Advocate
  • The entire 30-day gain (11.35%) is explained almost exactly by today's single-session jump from $173.28 to $192.94 — the 'steady momentum' framing masks what is really a one-day earnings-gap move, raising gap-fill risk rather than confirming a grinding uptrend.
  • Price ($192.94) is only 1.7% below the upper Bollinger Band ($196.26) and just 2.12% off the 52-week high, leaving very little technical room before hitting dual resistance.
Show the detailed analysis

Calibrated probability: 74% (raw model estimate: 65%) — adjusted using the accuracy of past resolved picks.

Trade math

0.5:1
67%
-0.3%
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
75%
Very High
Blaze
73%
Very High
Nova
53%
Medium
Orion
66%
High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 NVDANVIDIA Corporation
4/5 Agents Agree  Risk 5/10  ⚠ Conflicting Signals  ⚠ Earnings in Window
Strong conviction · 74%

NVIDIA designs the computer chips that power artificial intelligence data centers, gaming, and more. Its stock has surged nearly 12% in a month with buying strength that keeps building, easily outpacing the broader market. The main risks are an earnings report later this month that could swing the stock sharply, and heavy recent stock sales by company insiders.

Stop-loss$199.29-9.0%
Today's price$219.00
Target$230.58+5.3%
Agents estimate: $231.21 (+0.3% vs target)
If you invested $1,000
▲$1,053 if the target hits (+5.3%)
▼$910 if the stop-loss is hit (-9.0%)
The AI puts the chance of the win case at 74%. 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 full 12% 30-day return is accounted for by today's 11.99% single-day pop (prior close $195.55 to $219.00) — before this session the stock was essentially flat over the trailing month, undercutting the 'sustained uptrend' narrative.
  • Price ($219.00) sits just below the upper Bollinger Band ($221.18), leaving minimal headroom for a further 5% move without breaking out of the band entirely.
Show the detailed analysis

Calibrated probability: 74% (raw model estimate: 63%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
63%
+0.0%
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
75%
Very High
Blaze
—
—
Next earnings report lands in 20 days, inside the 30-day holding window, and heavy insider selling ($410M, no buys) argues for caution despite good technicals.
Nova
53%
Medium
Orion
66%
High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#3 STLDSteel Dynamics, Inc.
3/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 74%

Steel Dynamics is one of the largest steel producers in the US. Shares are up 16% in a month, comfortably outperforming the market, with healthy technical readings that don't look overheated yet. The main risk is that steel prices and industrial demand can swing quickly with economic data and tariff headlines.

Stop-loss$243.11-7.8%
Today's price$263.68
Target$277.30+5.2%
Agents estimate: $277.74 (+0.2% vs target)
If you invested $1,000
▲$1,052 if the target hits (+5.2%)
▼$922 if the stop-loss is hit (-7.8%)
The AI puts the chance of the win case at 74%. 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
  • Nearly all of the 16.12% 30-day gain came from a single-session jump ($227.07 to $263.68), while the trailing 5-day return is only 4.43% (or 3.36% per the momentum series) — meaning momentum has already decelerated sharply in the days following the gap rather than accelerating.
  • Price ($263.68) is within 2.4% of the upper Bollinger Band ($269.96) after a 16% move in 30 days, a compressed setup for chasing another 5% leg higher.
Show the detailed analysis

Calibrated probability: 74% (raw model estimate: 70%) — adjusted using the accuracy of past resolved picks.

Trade math

0.7:1
60%
+1.3%
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
75%
Very High
Blaze
76%
Very High
Nova
—
—
Orion
—
—
Steel Dynamics' rally is a materials/industrial-sector story, not the AI-infrastructure rotation this analysis is focused on
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#4 FCXFreeport-McMoRan Inc.
3/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Strong conviction · 74%

Freeport-McMoRan is one of the world's largest copper miners. The stock is up nearly 13% in a month, benefiting from strong copper demand tied to electrification and AI-driven data center buildouts, with technicals that look healthy without being overheated. The main risk is that metal prices are sensitive to global growth worries and currency swings, which could reverse the trend quickly.

Stop-loss$62.54-8.9%
Today's price$68.65
Target$72.20+5.2%
Agents estimate: $72.31 (+0.2% vs target)
If you invested $1,000
▲$1,052 if the target hits (+5.2%)
▼$911 if the stop-loss is hit (-8.9%)
The AI puts the chance of the win case at 74%. 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
  • Virtually the entire 12.5% 30-day return is attributable to a single-day 12.53% jump (prior close $61.00 to $68.645); the preceding weeks were largely flat, contradicting the 'steady volume, steady climb' framing.
  • Price ($68.645) is literally touching the upper Bollinger Band ($68.66) — a more overbought signal than the RSI (62) alone suggests, despite the bull case citing 'no overbought signal.'
Show the detailed analysis

Calibrated probability: 74% (raw model estimate: 67%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
63%
+0.5%
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
75%
Very High
Blaze
66%
High
Nova
—
—
Orion
—
—
Freeport-McMoRan's copper-mining rally reflects industrial-metals demand, not the AI/tech sector rotation this framework is targeting
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 September 5, 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 September 5, 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 25 candidates for deep analysis by the five analysts. Here is what happened to each one.

  • NVDANVIDIA CorporationPicked #2
    Scout: 12% 5-day and 12% 30-day gains with price only ~7% off its 52-week high — sustained AI-demand momentum, not a one-day pop
    Made the final report at #2.
  • AMZNAmazon.com, Inc.Already held
    Scout: Accelerating momentum (15.5% 5-day, 11.4% 30-day) and just ~5% from its 52-week high, among the strongest large-cap setups in the data
    Already held: a position opened 2026-08-03 runs until 2026-09-02 (27 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • MSFTMicrosoft CorporationAlready held
    Scout: 28% 30-day return with continued 10% 5-day follow-through, closing in on its 52-week high
    Already held: a position opened 2026-08-05 runs until 2026-09-04 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ANETArista Networks, Inc.Picked #1
    Scout: Double-digit gains across both windows and only ~2% below its 52-week high, tracking the AI-networking capex theme
    Made the final report at #1.
  • AVGOBroadcom Inc.Already held
    Scout: Consistent 9-13% gains across 5- and 30-day windows on AI-chip demand, with room left before hitting its high
    Already held: a position opened 2026-08-04 runs until 2026-09-03 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • HPEHewlett Packard Enterprise CompanyDropped at merge
    Scout: Strong sustained momentum (11.7% 5-day, 22% 30-day) tied to enterprise/AI server demand
    Reward-to-risk 0.49 is below the 0.50 minimum — a +5.41% target against a -11.0% stop.
  • LITELumentum Holdings Inc.Dropped at merge
    Scout: 25% 5-day and 18.6% 30-day gains reflect strong optical-networking demand tied to AI data-center buildout
    Reward-to-risk 0.27 is below the 0.50 minimum — a +5.00% target against a -18.2% stop.
  • ADPAutomatic Data Processing, Inc.Dropped at merge
    Scout: Steady 14% 30-day gain and only 12% off its 52-week high, indicating durable institutional buying
    Qualified on merit but ranked #7, outside the 5-pick limit for this run.
  • MSIMotorola Solutions, Inc.Dropped at merge
    Scout: 10% 5-day, 12% 30-day gains with price near its 52-week high, a steady momentum leader in public-safety tech
    Qualified on merit but ranked #12, outside the 5-pick limit for this run.
  • PLTRPalantir Technologies Inc.Passed over
    Scout: Explosive 27.7% 5-day and 17.8% 30-day momentum shows accelerating demand, though still well off its high, adding volatility risk
    Nova: Trading 25% below its 52-week high with unusually heavy insider selling, adding execution risk despite strong short-term momentum
  • ROSTRoss Stores, Inc.Dropped at merge
    Scout: 19.5% 30-day gain with price under 2% from its 52-week high, signaling continued value-retail strength
    Qualified on merit but ranked #8, outside the 5-pick limit for this run.
  • FASTFastenal CompanyDropped at merge
    Scout: 8.5% 5-day gain and price essentially at its 52-week high, reflecting steady industrial-distribution demand
    Qualified on merit but ranked #9, outside the 5-pick limit for this run.
  • NUENucor CorporationAlready held
    Scout: 22% 30-day gain with price near its 52-week high, part of a broader steel/materials rally
    Already held: a position opened 2026-08-05 runs until 2026-09-04 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • STLDSteel Dynamics, Inc.Picked #3
    Scout: 16% 30-day gain confirming sector-wide steel strength alongside Nucor, with room left to its 52-week high
    Made the final report at #3.
  • FCXFreeport-McMoRan Inc.Picked #4
    Scout: Sustained copper-driven momentum (8.2% 5-day, 12.5% 30-day) close to its 52-week high
    Made the final report at #4.
  • WYWeyerhaeuser CompanyDropped at merge
    Scout: 8-9% gains across both 5- and 30-day windows on housing/materials demand recovery
    Qualified on merit but ranked #10, outside the 5-pick limit for this run.
  • RTXRTX CorporationAlready held
    Scout: 10.5% 30-day gain with price just 1.4% off its 52-week high, reflecting durable defense-sector strength
    Already held: a position opened 2026-07-28 runs until 2026-08-27 (21 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • LDOSLeidos Holdings, Inc.Dropped at merge
    Scout: Sharp acceleration (19.7% 5-day, 23.7% 30-day) on government-IT/defense catalysts, though still well below its 52-week high, adding some risk
    Only Quinn selected this stock — Quinn solo picks require High or Very High confidence and at least 60% probability (this pick: Medium, 60% raw (74% after calibration)).
  • JPMJPMorgan Chase & Co.Already held
    Scout: Steady gains with price under 2% from its 52-week high, benefiting from bank-sector resilience amid Fed policy headlines
    Already held: a position opened 2026-07-28 runs until 2026-08-27 (21 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BACBank of America CorporationAlready held
    Scout: 5% 30-day gain and price near its 52-week high, tracking the broader financials uptrend
    Already held: a position opened 2026-07-21 runs until 2026-08-20 (14 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BKRBaker Hughes CompanyDropped at merge
    Scout: 17.8% 30-day gain in energy services, indicating renewed sector demand
    Qualified on merit but ranked #11, outside the 5-pick limit for this run.
  • NEMNewmont CorporationDropped at merge
    Scout: 10% 5-day and 7.5% 30-day gains align with the ongoing gold rally noted in recent coverage
    Qualified on merit but ranked #6, outside the 5-pick limit for this run.
  • GRMNGarmin Ltd.Dropped at merge
    Scout: 24% 30-day gain with price under 2% from its 52-week high, showing durable consumer-tech 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 (74% after calibration)).
  • ZBRAZebra Technologies CorporationDropped at merge
    Scout: Exceptional 27% 5-day and 36% 30-day gains with price near its 52-week high — one of the strongest momentum profiles in the data
    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)).
  • VZVerizon Communications Inc.Passed over
    Scout: 11% 30-day gain with continued 5-day follow-through, a steady telecom mover approaching its 52-week high
    Aria: Its 5-day price trend is slightly negative (-0.4%), failing the momentum screen even though the 30-day trend is positive; on-balance volume also shows a divergence warning.
    Blaze: Five-day momentum has turned negative and trading volume shows a bearish divergence from price, undercutting the 30-day uptrend.
    Nova: 5-day momentum is slightly negative, failing the 'fresh move' price test even though the 30-day trend is positive
    Orion: Verizon is a telecom stock outside the favored AI-infrastructure sector, and its 5-day momentum has already stalled slightly, so it lacks the relative strength this framework requires
    Quinn: On-balance volume shows a genuine divergence — price is holding up while volume flow is declining, a sign of distribution — and 5-day momentum has turned slightly negative, which drags the computed probability to the floor without a compensating confirming signal.

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.