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MOS
Markets · Options · Signal
April 30, 2026 · All times ET
Regime RECOVERY Day 18
Market Snapshot · 10:09 ET
S&P 500
710.90
-0.10%
Nasdaq
658.92
-0.40%
Dow
492.58
+0.80%
Russell 2k
273.20
+0.41%
VIX
18.01
-4.25%
20Y Bond
85.75
+0.05%
Gold
423.83
+1.54%
Silver
66.11
+1.95%
Oil
147.69
-1.95%
USD
27.46
-0.53%
CNN Fear & Greed
64 Greed
wk -3 · mo +50
Key Technical Levels
SPY Trend: Bullish Sup: 694.88 Res: 715.63 RSI: 66.5
QQQ Trend: Bullish Sup: 633.29 Res: 665.41 RSI: 68.4
Econ Calendar
8 high-impact · Thu Apr 30 – Thu Apr 30 · as of 10:09 ET
Thu Apr 30
04:00 DE German GDP (QoQ) (Q1) — est. 0.1%, prev. 0.2%
05:00 EU CPI (YoY) (Apr) — est. 3.0%, prev. 2.6%
07:00 GB BoE Interest Rate Decision (Apr) — est. 3.75%, prev. 3.75%
08:15 EU Deposit Facility Rate (Apr) — est. 2.00%, prev. 2.00%
08:15 EU ECB Interest Rate Decision (Apr) — est. 2.15%, prev. 2.15%
08:30 US Core PCE Price Index (MoM) (Mar) — est. 0.3%, prev. 0.4%
08:30 US Core PCE Price Index (YoY) (Mar) — est. 3.2%, prev. 3.0%
08:30 US GDP (QoQ) (Q1) — est. 2.2%, prev. 0.5%
Macro Snapshot
10:13 ET
Indicator Value Change
2Y Yield 3.92% +8bps
10Y Yield 4.42% +6bps
Spread +50bps Flattening
DXY 98.31 -0.62%
VIX/3M 0.87 Contango
HY OAS 6.86% +0.06%
BZ–WTI 0.9877
$94.45 · $95.63
z -2.77 · Long spread · ρ 92%
GDXJ–GLD 0.2723
$115.43 · $423.83
z -0.79 · Neutral · ρ 87%
BTC $76,415 +0.9%
ETH $2,262 +0.5%
ETH/BTC 0.0296
Sector Rotation · Today
10:13 ET
Utilities
+1.83%
XLU
Health Care
+1.67%
XLV
Industrials
+1.66%
XLI
Cons. Staples
+1.40%
XLP
Real Estate
+0.84%
XLRE
Materials
+0.16%
XLB
Cons. Discr.
-0.03%
XLY
Energy
-0.08%
XLE
Financials
-0.19%
XLF
Communication
-0.31%
XLC
Technology
-1.00%
XLK
In the RECOVERY regime, we're seeing a defensive tilt with Utilities and Health Care leading, while cyclicals like Financials and Technology lag.
Regime Timeline
HMM Regime Detection — SPY 90-day timeline
From the Desk · RECOVERY Day 18 (prev. close)
“The market remains in a RECOVERY regime for 18 days, with US equities showing mixed results overnight: S&P 500 edged down 0.10% while the Dow rose 0.80%. Worth watching is the divergence between falling yields and rebounding equities, as US Treasuries rebounded post-Fed while the VIX did not notably rise, despite oil easing from four-year highs.”
— The MOS Quantitative Desk
Policy Risk Monitor — White House
Israel’s economy and financial markets are booming — even as conflict rages in the Middle East
CNBC 8h ago
Judge shields Atlanta from Trump executive orders in federal funding case
AJC 22h ago
$SPY VolatilityAffected Sector
WATCH: Powell says he plans to stay at Fed after chair term ends amid legal attacks by the Trump administration
PBS 1d ago
$SPY$TLTBanks
Trump pursues new import taxes to replace the tariffs the Supreme Court rejected
AP 1d ago
$FXI$SPYAuto SectorCorporates
The U.S. Economy Was Shaky Before the Iran War. Now It’s in Real Trouble.
COU 1d ago
$USO$XLEDefense
Crowd Signal
250 posts · 5 subs · 10:12 ET
Trending tickers across Reddit · r/wallstreetbets · r/stocks · r/options · r/thetagang · r/StockMarket
Scoring: mention count × cross-sub breadth · pts = upvotes · N/M subs = appeared in N of M subreddits scanned
MSFT mixed 34
“MSFT can only be denied for so long….”
WSB 2232 pts · 5/5 subs
ANY mixed 24
“Launch Commoditization Doesn't Exist, and May Never. (Bullish for launch $X $RKL…”
WSB 41 pts · 5/5 subs
GOOGL bullish 16
“$GOOGL gains make up for me $HOOD losses”
WSB 31 pts · 4/5 subs
META mixed 14
“Bought META and sold the wrong calls AMZN”
WSB 28 pts · 5/5 subs
ATH bullish 10
“Oil and 10Yr at war time highs. Stocks still near ATH. At what point do we ackno…”
STK 443 pts · 5/5 subs
PLTR bullish 10
“Why is nobody talking about the FAA $32.5 billion contract to modernize US air t…”
STK 30 pts · 3/5 subs
R mixed 9
“Daily Discussion Thread for April 30, 2026”
WSB 181 pts · 5/5 subs
IWM mixed 7
“Oil and 10Yr at war time highs. Stocks still near ATH. At what point do we ackno…”
STK 443 pts · 4/5 subs
Insider Wire
1431 Form 4s filed · 10:09 ET
Notable open-market transactions · SEC EDGAR · 2026-04-25 to 2026-04-30
Insiders are dumping shares in the cybersecurity sector, with CrowdStrike and Cyberark executives unloading millions, while Visteon CEO also sells, sparking recovery regime caution.
Ticker Insider Value
SELL CAR Pentwater Capital Managem… Insider $1,018.0M
SELL CAR Pentwater Capital Managem… Insider $510.9M
SELL CAR Pentwater Capital Managem… Insider $223.1M
SELL CRWV Venturo Brian M Chief Strategy Officer $40.9M
SELL CRWV McBee Brannin Chief Development Officer $31.3M
SELL VC Lawande Sachin CEO and President $5.6M
Short Interest Monitor
25 scanned · 10:13 ET
FINRA short interest via Yahoo · ~10 days (FINRA via Yahoo) · squeeze risk = SI% × days-to-cover
Ticker SI % DTC MoM Squeeze
UPST 33.4% 6.0d +0.4% HIGH
BYND 31.1% 4.6d +6.4% ELEVATED
SMCI 19.3% 1.8d -1.9% ELEVATED
AMC 15.4% 3.0d -24.2% ELEVATED
GME 15.1% 9.8d -3.6% ELEVATED
CVNA 13.5% 4.9d +9.1% MODERATE
RIVN 13.3% 5.3d -1.9% MODERATE
COIN 12.8% 2.3d +11.3% LOW
Phantom Float · Squeeze Action Monitor
8073 scanned · 72 SEC-confirmed· 5 red · 50 yellow
Ticker Struct Ignit Final Hldrs Flags Bucket
AMCX 0.31 0.85 0.58 47% PREGRINDCOVERELEV RED
LCID 0.55 0.10 0.55 76% PREELEVATM* YELLOW
IRON 0.34 0.85 0.45 55% GRINDCOVERELEVATM*NDA RED
SEB 0.33 0.85 0.44 37% GRINDCOVERELEV RED
TBPH 0.32 0.85 0.44 46% GRINDCOVERELEVNDA RED
RBCAA 0.31 0.85 0.44 98% GRINDCOVERELEVATMDDUP? RED
AOUT 0.30 0.85 0.43 58% GRINDCOVERELEVEarningsILLIQ YELLOW
LFCR 0.28 0.85 0.42 37% GRINDCOVERELEV YELLOW
CAR 0.56 0.45 0.42 78% COVERELEVLADDERATM YELLOW
CBIO 0.55 0.50 0.41 84% GRINDELEVATM* YELLOW
IBTA 0.23 0.85 0.40 60% GRINDCOVERELEVATM YELLOW
MCFT 0.22 0.85 0.40 49% GRINDCOVERELEVATM* YELLOW
IAC 0.20 0.85 0.40 36% GRINDCOVERELEV YELLOW
RCUS 0.20 0.85 0.39 54% GRINDCOVERELEVATMNDA YELLOW
COOK 0.38 0.65 0.39 18% GRINDADDELEVILLIQ YELLOW
AVT 0.13 0.65 0.34 39% IGNGRINDADDELEVEarnings YELLOW
SIRI 0.30 0.55 0.32 50% GRINDADDM&A YELLOW
OM 0.25 0.50 0.28 68% GRINDELEVATM*ILLIQ YELLOW
JBIO 0.16 0.85 0.18 54% BLOWGRINDCOVERELEVATM* YELLOW
TSHA 0.27 0.50 0.14 75% BLOWGRINDELEVATM YELLOW
NOV 0.17 0.85 0.13 44% DEADGRINDCOVERELEV YELLOW
MDGL 0.16 0.85 0.13 43% DEADGRINDCOVERELEVATM YELLOW
FOXA 0.15 0.85 0.12 28% DEADGRINDCOVERELEV YELLOW
MBIN 0.14 0.85 0.12 44% DEADGRINDCOVERELEV YELLOW
ASTH 0.14 0.85 0.12 25% DEADGRINDCOVERELEV YELLOW
TDW 0.13 0.85 0.12 37% DEADGRINDCOVERELEV YELLOW
YELP 0.12 0.85 0.12 14% DEADGRINDCOVERELEV YELLOW
PVH 0.12 0.85 0.12 38% DEADGRINDCOVERELEVATM*Earnings YELLOW
COTY 0.12 0.85 0.12 11% DEADGRINDCOVERELEV YELLOW
HFFG 0.12 0.85 0.12 18% DEADGRINDCOVERELEVATMILLIQ YELLOW
TBI 0.11 0.85 0.12 32% DEADGRINDCOVERELEV YELLOW
UNIT 0.10 0.85 0.12 28% DEADGRINDCOVERELEV YELLOW
POWI 0.10 0.85 0.12 33% DEADGRINDCOVERELEV YELLOW
CARG 0.10 0.85 0.12 27% DEADGRINDCOVERELEV YELLOW
INVX 0.08 0.85 0.12 36% DEADGRINDCOVERELEVATM YELLOW
PJT 0.08 0.85 0.12 23% DEADGRINDCOVERELEV YELLOW
TNC 0.07 0.85 0.11 21% DEADGRINDCOVERELEV YELLOW
XHR 0.06 0.85 0.11 31% DEADGRINDCOVERELEVATM YELLOW
OII 0.06 0.85 0.11 21% DEADGRINDCOVERELEV YELLOW
ODC 0.06 0.85 0.11 15% DEADGRINDCOVERELEVEarnings YELLOW
SAH 0.05 0.85 0.11 16% DEADGRINDCOVERELEVATM YELLOW
LSTR 0.05 0.85 0.11 11% DEADGRINDCOVERELEVEarnings YELLOW
ESRT 0.05 0.85 0.11 23% DEADGRINDCOVERELEVATM YELLOW
MD 0.04 0.85 0.11 15% DEADGRINDCOVERELEV YELLOW
SRCE 0.04 0.85 0.11 14% DEADGRINDCOVERELEVEarnings YELLOW
RMBI 0.04 0.85 0.11 11% DEADGRINDCOVERELEVILLIQ YELLOW
GRDN 0.03 0.85 0.11 10% DEADGRINDCOVERELEVATM YELLOW
SLRC 0.02 0.85 0.11 8% DEADGRINDCOVERELEVATM YELLOW
BIO 0.15 0.65 0.10 53% DEADGRINDADDELEV YELLOW
FA 0.12 0.65 0.10 13% DEADGRINDADDELEV YELLOW
HWKN 0.08 0.65 0.09 26% DEADGRINDADDELEV YELLOW
DCOM 0.06 0.65 0.09 19% DEADGRINDADDELEV YELLOW
SNEX 0.05 0.65 0.09 18% DEADGRINDADDELEV YELLOW
ECPG 0.05 0.65 0.09 21% DEADGRINDADDELEVATM YELLOW
PGC 0.04 0.65 0.09 15% DEADGRINDADDELEV YELLOW
Market Headlines
8 sources · 10:09 ET
US Treasuries Rebound Post-Fed as Oil Eases From Four-Year Highs
BBG 3h ago
The rebound in US Treasuries suggests that investors are reappraising their inflation expectations. With yields declining, rate hike expectations may decrease, supporting a rally in risk assets. Keep an eye on upcoming US economic data releases and Fed communications for signs of shifting expectations.
BBG UK Bonds Rally as BOE Decision Prompts Paring of Rate-Hike Bets
The UK bond rally implies that investors are reassessing their expectations for BOE rate hikes. As UK yields decline, rate hike expectations may decrease, potentially weakening the GBP. Monitor UK economic data and BOE communications for further guidance.
2h ago
BBG Bank of England Holds Rates as Officials Consider Hikes Ahead
The BOE's decision to hold rates steady suggests that policymakers are cautious about the economic outlook. With UK yields stable, rate hike expectations are on pause, which may support stable UK equities. Watch for upcoming UK economic data releases and BOE communications.
3h ago
FJ Deutsche Bank: April FOMC Recap: Powell's Hike Drop - FJElite 33m ago
FT ECB follows Fed and BoE in holding rates steady
The ECB's decision to hold rates steady confirms expectations, and Eurozone yields remain stable. This stability may support a pause in rate hike expectations, keeping Eurozone equities steady. Monitor Eurozone economic data releases and ECB communications.
6h ago
FJ US Sentiment: No Fed Surprise & Tech Earnings Optimism Keeps Risk Appetite High - FJElite
Positive US sentiment, driven by the Fed's decision and tech earnings optimism, is supporting risk appetite. As risk assets rally, US equities may see further gains. Keep an eye on upcoming US economic data and earnings releases for sustained optimism.
39m ago
FT Starwood real estate fund halts redemptions as bet on lower interest rates bites 13h ago
FJ ECB's de Guindos: I have confidence banks have enough capital and liquidity. 50m ago
Financial Wire
Top 5 · AI digest · 10:09 ET
FJ ECB Sticks to 2% Inflation Goal
ECB's Lagarde emphasizes symmetry around 2% target
1h ago
FJ Japan Intervenes in FX Market
Japan conducts yen-buying operation to strengthen currency
42m ago
FJ US-China Trade Consultations Continue
China and US agree to manage differences and enhance cooperation
17m ago
FJ ECB Sees Abundant Liquidity
ECB's Lagarde notes liquidity is abundant in the financial system
52m ago
FJ Crude to Stabilize in Months
Russia's Novak expects oil market to stabilize soon
40m ago
Source: FinancialJuice · 40 flashes scanned
Research Digest
10:12 ET
NVDA $201.88 -3.5% Bullish
Composite 60 1M +20.0% 3M +8.7% 1Y +91.9% UP
Target $279
Nvidia has contributed one-third of the Magnificent 7's bull market gains, with its stock up 91.9% in the past year. However, Meta's increased AI spending outlook of $145 billion raised investor concerns over AI returns despite stronger Q1 sales and profit. The market may be mispricing the sustainability of Nvidia's growth amidst rising competition and AI investment.
YHO Nvidia has powered one-third of the Magnificent 7's bull market gains: Chart of the Day
GUR Meta Slides 7% After Lifting AI Spending Outlook To $145 Billion
24/ FFEM Concentrates 74% in Four Asian Countries, Creating a Taiwan Strait Risk Most Investors Miss
DELL $202.69 -1.4% Bullish
Composite 67 1M +25.3% 3M +73.6% 1Y +119.3% FLAT
Target $168
Dell's AI server boom drives strong growth, with analysts betting on continued momentum into 2027, and the stock has a new Street-high price target. The company's AI server growth is a key catalyst, but memory cost issues, as seen in the industry-wide constraints faced by PC Connection Inc, pose a risk. The market is pricing in high expectations, with a composite score of 67/100 and an analyst target of $168.
BAR Apple to Report First Earnings Since CEO Announcement. Memory Headwinds Are a Top Focus.
GUR PC Connection Inc (CNXN) Q1 2026 Earnings Call Highlights: Strong Profit Growth Amid Supply ...
MAR BigCommerce Unveils Agentic Commerce Push, Payments Overhaul and New Pricing at Commerce Live
Options · Portfolio · Actionable Picks
Analyst Moves
10:13 ET
Ticker Rating Buy / Hold / Sell Period
NVDA Buy 66 / 4 / 1 2026-04-01
AMZN Buy 71 / 5 / 0 2026-04-01
WMT Buy 44 / 4 / 0 2026-04-01
MSFT Buy 59 / 6 / 0 2026-04-01
META Buy 64 / 8 / 0 2026-04-01
AAPL Buy 37 / 15 / 2 2026-04-01
PLTR Buy 24 / 10 / 2 2026-04-01
CASY Buy 16 / 9 / 0 2026-04-01
IPO Calendar
10:13 ET
Date Company Range Size
Apr 30 AVLN Avalyn Pharma Inc. — $244M
Apr 30 MCAHU Mountain Crest Acquisition 6 Corp. — $69M
Apr 30 ARCLU ARC Group Acquisition I Corp. — $121M
May 01 SPTX Seaport Therapeutics, Inc. — $244M
May 01 COAG Hemab Therapeutics Holdings, Inc. — $244M
May 06 REA Rare Earths Americas, Inc. — $61M
May 07 HAWK HawkEye 360, Inc. — $478M
May 07 SUJA SUJA LIFE, INC. — $245M
Congressional Trades
3 disclosures · 14d
US Senate & House financial disclosures · STOCK Act · FMP
Member Ticker Type Amount
Robert E. Latta FMAO Purchase $1,001 - $15,000
Robert E Latta FMAO Purchase $1,001 - $15,000
Robert E Latta FMAO Purchase $1,001 - $15,000
Market Movers
FMP real-time
Top Gainers
OSRH +48.5% $0.68 BAND +41.7% $34.28 MRAM +37.8% $18.18 XRX +35.7% $2.13 RPGL +35.6% $1.94
Top Losers
RDAC -39.5% $12.41 BNCWZ -34.1% $0.27 ENVB -32.9% $3.46 INHD -31.6% $0.08 HAO -31.1% $0.65
Unusual Options Volume
15 scanned · 10:13 ET
Ticker Total Vol Calls Puts P/C Hottest Strike
SPY 498,812 214,730 284,082
1.32
$714C 39,880 vol
SPY: Bearish flow, put-call ratio of 1.32 suggests hedge or directional put play.
QQQ 331,313 133,874 197,439
1.47
$665C 16,990 vol
QQQ: Aggressive call buying at $665C, but high P/C ratio of 1.47 indicates mixed flow.
NVDA 211,194 99,972 111,222
1.11
$210C 25,232 vol
NVDA: Elevated call activity at $210C, P/C ratio near 1 suggests neutral to bullish positioning.
TSLA 174,946 93,189 81,757
0.88
$380C 14,089 vol
TSLA: Call-heavy flow with P/C ratio of 0.88, bullish signal with $380C buying.
AMD 44,292 26,857 17,435
0.65
$350C 5,686 vol
AMD: Call-heavy flow with low P/C ratio of 0.65, bullish signal, particularly at $350C.
Income Plays
10:12 ET
VRT CSP Best Quality Very High · max 3% $121B · Earnings Jul 29 · Div 8.0%
$270P 16 DTE +31.7% ann. +12.4% OTM Δ 0.19 POP 81%
The Oregon Public Employees Retirement Fund opened a new $10.7M position in Vertiv Holdings Co. ($VRT) stock, according to Quiver Quantitative.
AAOI CSP Craziest Return Moderate · max 1.5% $12B · Earnings May 07
$125P 16 DTE +219.0% ann. +11.4% OTM Δ 0.33 POP 67%
Applied Optoelectronics (AAOI) is expected to post quarterly earnings on Thursday, amid a data center boom and retail frenzy driving its ninth straight gain.
SNDK CSP Safest High · max 2% $160B · Earnings Apr 30
$860P 16 DTE +79.6% ann. +19.9% OTM Δ 0.24 POP 76%
SanDisk (SNDK) stock is up 17.2% following the launch of a new 2X short ETF and spotlight on AI storage.
AMD CC Best Quality High · max 2% $560B · Earnings May 05
$345C 23 DTE +65.1% ann. +7.8% OTM Δ 0.08 POP 92%
AMD's stock is up 3x, sparking debate on whether it has gained an edge over competitor Nvidia, according to recent Yahoo Finance analysis.
AAOI CC Craziest Return Low · max 1% $12B · Earnings May 07
$150C 23 DTE +233.0% ann. +4.9% OTM Δ 0.19 POP 81%
Applied Optoelectronics (AAOI) is expected to post quarterly earnings on Thursday, amid a data center boom and retail frenzy driving its ninth straight gain.
WDC CC Safest High · max 2% $147B · Earnings Apr 30 · Div 12.0%
$485C 37 DTE +65.9% ann. +12.3% OTM Δ 0.06 POP 94%
Western Digital's stock is soaring due to an unspecified catalyst, with investors marking their calendars for April 30, possibly anticipating significant news.
Portfolio Hedge
SPY $711 · QQQ $659 · VIX 18.0
Optimal single-put hedge for a $100K portfolio · β-matched sizing for uniform protection across -5% to -20% · roll every 60 days
✓ VIX 18.0 — Below 22.0 threshold. Puts are cheap — good time to hedge.
SPY Puts
Profile Strike Exp Qty Prem Cost Ann %
Defensive
β=0.65
$705P 60d 1 $14.46 $1,446 8.8%
Balanced ●
β=0.85
$725P 60d 1 $22.47 $2,247 13.7%
Aggressive
β=1.10
$695P 60d 2 $11.79 $2,358 14.3%
Scenario: 1× SPY $725P 60d (β=0.85 portfolio)
Scenario SPY Coverage NLV
Pullback -5% $676 116% $98,431
Correction -10% $640 100% $97,738
Bear leg -15% $605 94% $97,044
Crash -20% $569 92% $96,351
QQQ Puts
Profile Strike Exp Qty Prem Cost Ann %
Defensive
β=0.65
$660P 60d 1 $20.33 $2,033 12.4%
Balanced ●
β=0.85
$670P 60d 1 $24.52 $2,452 14.9%
Aggressive
β=1.10
$645P 60d 2 $15.02 $3,004 18.3%
Scenario: 1× QQQ $670P 60d (β=0.85 portfolio)
Scenario QQQ Coverage NLV
Pullback -5% $626 103% $97,665
Correction -10% $593 90% $96,712
Bear leg -15% $560 86% $95,758
Crash -20% $527 84% $94,805
One near-ATM put per 100 shares of β-adjusted exposure · roll at 30d remaining · near-ATM strikes provide uniform -5% to -20% coverage unlike OTM ladders · 10:13 ET
April 2026 Picks — SD50 Portfolio (MTD)
Apr 01 – Apr 30 (MTD) · Hit rate: 20/28 · Avg return: +5.8% · YTD: +8.0%
Systematic monthly portfolio · 5 low-correlation signal streams spanning large-cap quality, broad-universe value, thematic momentum, high-volatility mean-reversion, and static hedges · multi-timeframe scoring across 7,000+ symbols · no discretionary overrides
 
Live Track Record · since 2025-07 · 9 months
Return +40.1% Ann. 56.8% Sharpe 3.05 Max DD -4.0%
Win% 78% Alpha +49.7% SPY +5.3% $100K → $140,122
Full backtest · 2014-03–2026-03 · 145 months
Total 1,788% Ann. 27.5% Sharpe 1.68 Max DD -8.3%
Win% 69% Alpha +16.6% SPY 249% $100K → $1,887,863
Growth of $100K — SD50 Portfolio vs benchmarks
Chart not visible? View on web
Ticker Wt% Return
XOM 25.8% -4.3%
JNJ 15.0% -5.6%
PLTR 10.6% -6.1%
FBLA 8.6% +2.4%
WMT 7.0% +5.0%
CASY 6.5% +10.0%
NVT 5.2% +15.2%
AUGO 4.7% -4.4%
ROST 4.3% +3.7%
MATX 2.8% +4.3%
EXE 2.0% -4.4%
PLXS 1.9% +14.3%
EBAY 1.5% +7.4%
REGN 1.4% -10.9%
 
Ticker Wt% Return
ETR 1.1% +2.7%
CCBG 0.9% +5.5%
ITRN 0.9% +11.8%
FMBH 0.7% +0.2%
TSLA 0.0% -3.3%
JPM 0.0% +5.3%
NVDA 0.0% +14.8%
MSFT 0.0% +8.9%
META 0.0% +4.2%
AVGO 0.0% +31.0%
AMZN 0.0% +23.8%
GOOGL 0.0% +24.5%
BRK.B 0.0% -0.5%
AAPL 0.0% +6.0%
Important Disclosures
The MOS Regime Inference is powered by a proprietary quantitative engine utilizing a Mixture-of-Experts (MoE) Hidden Markov Model ensemble. It combines Bayesian probabilistic state detection with deep learning sequence models across dozens of cross-asset features to identify structural market shifts and early-warning crisis indicators. This model is experimental and subject to inherent statistical uncertainties.
Timing. The issue date above is the publication (send) date. The regime badge, regime_latest.json snapshot, and embedded regime timeline chart are produced when this issue is built: we run hmm_validation_suite.py --inference at the start of that pipeline using the latest trading rows then available in the price cache (often through the prior U.S. session close when today’s full session bar is not yet in the panel). Running inference again later the same day can change SPY, VIX, PBT, and leverage readouts. The timeline chart is a rolling ~90-day view frozen at send time; back-to-back archived issues can look very similar when history overlaps.
This newsletter is for informational and educational purposes only and does not constitute investment advice, a recommendation, or a solicitation to buy or sell any security. Options trading involves substantial risk of loss and is not suitable for all investors. Past performance, including backtested results, does not guarantee future returns. Backtested performance has inherent limitations: it is constructed with the benefit of hindsight, does not reflect actual trading, and may not account for all market conditions, transaction costs, or liquidity constraints. The author may hold positions in securities mentioned. All data is believed reliable but accuracy is not guaranteed. Consult a licensed financial advisor before making investment decisions.
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MOS · EST. 2025 · NEW YORK
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