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Non-Repainting Pivot Detection in ES Futures: A Regression-Slope and ATR-Gated Approach with Session-Conditioned Behavior Classification MarketFragments Research Team - MarketFragments.com | MF Strategy Factory · May 2026 Author: mcdon030 Editor's note: All numeric figures in this draft have been reconciled against the source CSVs (`slope_pivot_sweep_ES_full_5min_continuous_UNadjusted_5yr.csv`, `session_gate_sweep_*`, `session_trail_backtest_*`, `pivot_validation_v2_by_sessi

Out-of-Sample Evaluation of Lookback Length as a Predictive Parameter in Regression-Based Pivot Detection: An LSTM Negative Result MarketFragments Research Team · MarketFragments.com | MF Strategy Factory · May 2026 Author: mcdon030 Editor's note. Companion paper to *Non-Repainting Pivot Detection in ES Futures* (https://www.marketfragments.com/post/mf-strategy-factory-main-pivot-engine-paper) ,All numeric values have been reconciled against `length_opt_ES_full_5min_continuou

Stops cluster at obvious levels. Sometimes price reaches for them. The trick is separating real sweep-and-reclaim setups from post-hoc narrative.

Bias: Modestly higher into the open as traders lean into the Trump–Xi summit kicking off this morning. Equities are bid across the board with the S&P, Dow, and Nasdaq all firm in early trade — but the tape is leaning on geopolitics rather than data. Crude is steady above $101/bbl with the Strait of Hormuz still effectively closed, and a slightly hot jobless-claims print at 8:30 ET took some heat off the soft-landing narrative without derailing it. Overnight Futures Snapshot E

Futures slip on Iran headlines as WTI nears $100; Asia semis rip into record close. MNDY, YETI, WWW report BMO. CPI Tuesday is the marquee event.

Hot April NFP fueled megacap tech to fresh records as small caps lagged; Iran ceasefire fraying, oil chopped, CPI Tuesday is the next catalyst.

Futures firm on US-Iran peace hopes ahead of the April jobs report at 8:30 ET. ENB and TU lead pre-market earnings. Key levels for SPX, NDX, DJI, RTY.

Stocks took a breather from record highs as the Iran-deal trade lost fresh catalyst; financials lagged on Schwab, energy slipped with crude.

Bear divergences on /ES 5m carry +5.9pt edge across 180 days. Bull divergences carry -7.1pt. Same 6-method ensemble, same gates, opposite outcomes.

Bias: Modestly higher into the open. Risk-on sentiment from yesterday's record close is carrying overnight, with Dow futures up ~80 points and Nasdaq futures holding gains. The big macro driver remains Iran peace-deal speculation, which crushed crude yesterday and lifted broad equities to fresh highs. Overnight Futures Snapshot YM (Dow): ~49,990 — opened 49,507, overnight range 49,465–50,063 (up ~80 pts vs. cash close at 49,910.59) NQ (Nasdaq-100): ~28,720 — opened 28,704, ho

First-run note: pre-market right now (4 AM ET Thursday), so this draft covers the most recent close — Wednesday May 6. Scheduled runs from here on out will hit at 4:15 PM ET each weekday, summarizing that day's regular session. The day in one line: Records across the board as Iran peace-deal speculation crushed oil and lit up risk assets, with Russell 2000 leading and energy the lone red zone. Index Closes S&P 500 (SPX): 7,365.12 — new record — +1.46% Dow (DJIA): 49,910.59 —

There are a lot of newer, sexier setups in the trading world. ORB isn't one of them. The Opening Range Breakout is older than most of the people trading it, and it still works on instruments that didn't exist when it was first written about. That's not an accident. If you've ever drawn a box around the first 30 minutes of the day on SPY and waited for price to leave it, you've traded ORB. This week we're going to do something most retail traders skip — actually understand why

MarketFragments Research Team MarketFragments.com | AI Strategy Factory March 2026 Abstract We present a three-layer machine learning framework for detecting high-probability trading regimes in E-mini S&P 500 (ES) futures using K-Means clustering applied to price band structure dynamics. Rather than trading price-band crossovers, the system classifies the directional behavior of three adaptive cluster centroids and their derived structural features — a 6-dimensional regime

We just dropped two new trade position sizing models straight into the Groups section for the MarketFragments trading community. Position Sizer LITE – Free Version Start simple and test fast: 4 clean Trade Plans (Basic RR, Runner, Basic+Scale, Basic+Time) ALMA entries + ATR stops Fixed 2-share sizing Backtest shows only Win Rate + Wins/Losses Perfect for quick strategy evaluation and learning risk management trading. Link: https://www.marketfragments.com/group-page/free

By John | MarketFragments.com | @LDUnbreakable on X Hey folks, John here — the single dad quant behind Market Fragments. If you've been following along on X, you know my whole thing is turning market chaos into tools that actually make sense for new traders. Between school pickups and late-night backtests, I keep asking myself the same question every time I build something new: would this have saved me money when I was starting out? Today's answer is yes — three times over.

In the fast-paced world of crypto and prediction markets, staying ahead means having the right tools to spot opportunities before they vanish. At MarketFragments, we're all about empowering traders—whether you're a seasoned degen or just dipping your toes into the chaos—with precision data and innovative visuals. That's why we're thrilled to launch our latest creation: the Polymarket Interactive Dashboard, a free, immersive tool designed to transform how you analyze and trade

Welcome to the Market Fragments Blog: Mastering the Laguerre RSI for Smarter Trading. Hey folks, John here—the single dad quant behind Market Fragments. If you're catching this on X (@LDUnbreakable), you know I live for turning market chaos into code that actually pays off. Between school runs and late-night backtests, I've been tweaking indicators to help new traders like you spot edges without the usual headaches. Today, we're launching our weekly blog with a deep dive into

Mastering technical trading can feel like solving a complex puzzle. If you have struggled with predicting price movements, using the triangle pattern might be your key to clearer decisions. Triangle formations are among the most common patterns traders utilize. By understanding how to recognize them, you can elevate your trading strategy.

Navigating the trading world can be an overwhelming endeavor, especially for new traders looking to find their footing in the fast-paced environment of the capital markets. With the right knowledge and guidance, however, anyone can become a successful trader. Here are some tips to help you navigate the trading world and set yourself up for success.