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Polymarket Articles

57 posts tagged “polymarket”.

comparison data polymarket

ZenHodl vs Telonex: Prediction Market Orderbook Data

Compare Telonex's advertised historical feeds with ZenHodl's dated Polymarket and Kalshi archives, including prices, sampling and timestamp limits.

comparison data polymarket

ZenHodl vs PMXT: Compare the Historical Data You Need

PMXT offers live access and historical data. Compare its free archive and hosted API with ZenHodl’s fixed sports files using schemas, clocks and coverage.

comparison data polymarket

ZenHodl vs PolymarketData: Polymarket Historical Data

Compare PolymarketData's API and export options with ZenHodl's dated prediction-market archives, using documented clocks, coverage and licensing.

kalshi polymarket market-microstructure

Kalshi Quoted Spreads by Recorded Top-of-Book Liquidity

A dated two-day Kalshi study buckets 553,843 sampled quotes by recorded best-level notional. These are liquidity buckets, not order-size or fill-cost tests.

mlb historical-data polymarket

First Insight: What's In the $9 MLB Matched Book Tryout

We ran the numbers on our own $9 MLB matched-book tryout: cross-venue spread, a shared capture gap, and why a settlement-label check isn't a prediction.

comparison data polymarket

ZenHodl vs Kaggle: Choosing Prediction-Market Data

Evaluate a Kaggle upload against ZenHodl's recorded prediction-market archives using field definitions, clocks, coverage, settlement and license requirements.

polymarket parlays leaderboard

Is the Parlay Leaderboard Skill or Luck? We Pre-Registered the Test

Profit leaderboards show ex-post winners. We hold the complete decoded tape of Polymarket's invisible parlay market — every loser included — so we...

polymarket kalshi parlays

We Decoded Polymarket's Invisible Parlay Market

Polymarket combos have no public listings, no order book, and no trade feed. We reconstructed the entire market from on-chain data — ~$9.5M of parlay...

polymarket trading clv

We Audited Our Own Trading Bot's Fill Prices. 74% Were Wrong — Against Us.

A five-day engineering log: how our Polymarket trading bot recorded limit prices instead of real fills, how we reconciled every historical trade against...

research prediction-markets polymarket

The State of Prediction-Market Data in 2026: Our Recorded Coverage

An October 2026 snapshot of ZenHodl’s Polymarket, Kalshi, MLB and combo releases, with exact catalog counts, distinct clocks and measured capture limits.

results trading polymarket

Weekly Trading Results Archive — Every Week, Including the Losing Ones

Rolling archive of ZenHodl's weekly live Polymarket results — record, per-sport P&L and win rate for every week, losing weeks included.

soccer polymarket historical-data

We Recorded the World Cup Final's Order Book — The Historical Snapshot Archive

L2 depth for the first 48-team World Cup final: 1.01M rows on Spain vs. Argentina, 20.8M across 47 matches — including which we lost. $39.

polymarket kalshi market-microstructure

Polymarket–Kalshi Lead-Lag: A Sampled MLB Study

Corrected Oct 2026: a five-sport study reverses this MLB study's 32-second direction, and 1-second data shows the venues move within ~1 s.

polymarket kalshi market-microstructure

Historical Polymarket and Kalshi Data: A Buyer’s Guide

Compare official history, free recorded books and ZenHodl archives. Check dates, depth, clocks, matching rules and license before choosing data.

prediction-markets calibration polymarket

Prediction-Market Calibration: What a Short MLB Study Shows

Review a historical MLB Brier-score analysis with corrected interpretation of calibration, repeated snapshots and near-terminal reference prices.

polymarket kalshi market-microstructure

Polymarket and Kalshi Depth: A Short MLB Capture Study

A June 2026 MLB capture reported similar quoted spreads and different recorded depth. Review the sample limits, level cap and statistical interpretation.

polymarket kalshi arbitrage

Are There Free Arbitrages Between Polymarket and Kalshi? We Checked — Mostly No

The same game trades on Polymarket and Kalshi, so there must be free cross-venue arbitrage, right? A sampled MLB matched book shows how rare positive...

polymarket kalshi market-microstructure

Polymarket and Kalshi Price Discovery: A Three-Day Pilot

Corrected Oct 2026: a larger five-sport study reverses this June pilot's 32-second direction; 1-second data shows the venues move within ~1 s.

polymarket kalshi market-microstructure

How to Get Historical Polymarket Order Book Data

Find recorded Polymarket books through official data, free archives or paid files. Check the exact fields, clocks, captured window and gaps first.

polymarket market-microstructure debugging

Fix Polymarket order_version_mismatch in Python

Diagnose Polymarket order_version_mismatch in Python: inspect SDK release, market identifier/signing route, wallet signature type and funder; separate CTF...

clv sports-betting polymarket

Prediction Market Closing Line Value: Math and Limits

How to measure closing line value for prediction markets and sportsbooks, with buy/sell signs, a worked example, formula, and ZenHodl's dated evidence.

risk-management polymarket prediction-markets

How to Hedge a Sports Bet: The Math of Locking In Profit

Hedging means buying the other side of your own bet to lock a profit or cap a loss. The math, when it beats letting the position ride, and a correction...

sports-betting betting-math sportsbooks

Parlay Math: Payout, Break-Even Rate and Expected Value

Checked examples for independent −110 legs: combined payout, implied probability and expected stake loss. Distinguish probability gaps from ROI and...

polymarket bonuses kalshi

Polymarket Referral Rewards: International and US Credit Rules

Separate International referrer fee-sharing from Polymarket US promotional trading credits. No invented welcome amount, airdrop or deposit-bonus claim.

polymarket kalshi comparison

Polymarket vs Kalshi Bonuses: Compare the Actual Offer Terms

A worksheet for comparing cash, credits and referrer rewards. Distinguish Kalshi account offers, International fee-sharing and Polymarket US trading credits.

polymarket regulation kalshi

Is Polymarket Available in the US? US and International Explained

Polymarket US and Polymarket International are separate products. Read the CFTC designation record, the International restriction and the current US...

polymarket backtesting historical-data

Backtesting Polymarket: Check Data Before Simulating Fills

Recorded Polymarket prices can replay decisions but not fills. See a checked 400-row sample, schema limits, and declared cost scenarios for backtests.

polymarket trading python

How to Build a Polymarket Bot in Python: Architecture, Components, and What Actually Matters

Practical architecture guide for building a Polymarket trading bot in Python in 2026 — the eight components you need, how they fit together, what to build...

kalshi polymarket prediction-markets

Kalshi Alternatives: Different Markets, Brokers and Forecasting Games

Compare Polymarket US/International, PredictIt, Manifold, Robinhood and ForecastEx by product structure. Corrected current official records and terms...

polymarket api reference

Polymarket API Docs: CLOB, Gamma, Python Gotchas

Learn the Polymarket API in practice: CLOB V2, Gamma, Data API, WebSocket streams, wallet signing, per-market fees, and common Python errors.

polymarket backtesting strategy

Polymarket Paper Trading: How to Test Strategies Without Risking Money in 2026

Polymarket has no built-in paper trading mode. Here are the real options for testing strategies without risk — Manifold Markets, historical price...

polymarket beginner tutorial

Polymarket for First-Time Users: Choose US or International First

Identify the correct Polymarket product before following account or funding instructions. Then read its fees, bid/ask prices and settlement rules.

polymarket kalshi prediction-markets

Polymarket vs Kalshi for Sports: Compare the Contract and Quote

Distinguish Polymarket US from International, then compare matching sports contracts by rules, executable prices, size, fees and captured evidence.

polymarket prediction-markets market-microstructure

Polymarket Fees Explained: Maker, Taker, and the CLOB Fee Schedule in 2026

Learn how Polymarket CLOB V2 fees work: per-market taker fees, zero maker fees, rebates, the fee curve, Polygon gas, and breakeven edge.

results polymarket trading

Polymarket Trading Bots in the Wild: A Full Breakdown of Our On-Chain P&L by Market Type

Corrected: our Polymarket trading bots are not profitable in aggregate. See the full retraction and per-market-type P&L breakdown, kept for reference.

polymarket calibration results

Comparing Polymarket Odds to ZenHodl Win Probabilities Across 5,000 Games

ZenHodl's calibrated win probabilities vs Polymarket's market odds across 5,000+ resolved games — where they agree, diverge, and what it means.

research market-efficiency polymarket

What Our Live Results Say About Market Efficiency in Sports Prediction Markets

A year of live trading data on Polymarket — what it reveals about sports prediction market efficiency, where systematic mispricing persists, and where the...

risk-management prediction-markets polymarket

Kelly Criterion for Prediction Markets: Formula and Limits

Calculate Kelly fractions for a binary contract with checked Python examples. Separate assumed probability, acquisition costs, fractional sizing and risk.

comparison calibration nba

We Just Pre-Committed to Beating Polymarket on NBA Playoffs Calibration. The Hash Is On-Chain.

We just announced and on-chain anchored a 7-week head-to-head benchmark: ZenHodl's NBA model vs the live Polymarket consensus, every Conference Semis...

bonuses betting-math prediction-markets

Sportsbook Bonus Math: Cash, Bonus Bets, and Rollover Assumptions

Worked bonus examples distinguish a cash credit from a stake-not-returned bonus bet, with explicit probability, odds and rollover assumptions.

prediction-markets sports-betting beginner

How Prediction Markets Work for Sports: A 2026 Beginner's Guide

Understand $1 contracts, executable bids and asks, gross break-even probabilities, fees and settlement rules using a hypothetical sports example.

calibration betting-math prediction-markets

Why Your 70% Confidence Should Actually Mean 70%: Calibrated Probabilities in Prediction Markets

Measure reliability in a defined prediction population, including the traded subset. Checked ECE bin endpoints, held-out calibration methods and dated...

prediction-markets market-efficiency polymarket

Are Insiders Really Exploiting Prediction Markets? What the Data Actually Shows

A 2026 investigation of insider trading in prediction markets. We examine the 2024 Polymarket election dispute, academic studies of PredictIt...

prediction-markets kalshi polymarket

Prediction Market Apps Compared: Exchange, Broker or Play Money?

Official product facts for Kalshi, Polymarket US/International, PredictIt, Manifold and ForecastEx. Compare access, contract mechanics, cost and evidence...

api polymarket kalshi

Prediction Market APIs: Polymarket, Kalshi, ESPN

Prediction market APIs compared: Polymarket CLOB, Kalshi REST, ESPN scoreboard/summary endpoints, The Odds API, auth, fees, rate limits, and Python.

polymarket trading results

Our Polymarket Trading Results: An Early Snapshot, and a Correction

An April 2026 snapshot of our Polymarket bots, plus a correction: the win rate and the on-chain claim were wrong. The live ledger is on /results.

api comparison sports-betting

Sports Odds API Comparison 2026: Pricing, Coverage and Integration Scope

Compare sportsbook feeds, exchange APIs and prediction APIs using official pricing, coverage and interface documentation; distinguish refresh intervals...

polymarket trading strategy

How Our Polymarket Trading Bots Work — Strategy, and a Correction

Our bots' architecture, plus a correction: this post once published a +$2,400 P&L that was never true. Real figure: -$217.75 over 2,214 live trades.

arbitrage polymarket sportsbooks

Multi-Venue Edge Detection: Finding Mispriced Lines Across Polymarket, DraftKings & FanDuel

The same game is priced differently on Polymarket, DraftKings, FanDuel and BetMGM. The devigging math, a multi-venue scanner architecture, and what our...

strategy risk-management polymarket

Why We Reject 65% of Our Own Trading Signals

Our system finds dozens of trading signals per day. We trade 35% of them. The discipline to reject bad signals is worth more than the ability to find good...

esports polymarket historical-data

Building a CS2 Betting Bot: Round Economy, Map Pools, and the Data Problem

Counter-Strike 2 has the widest mispricings on Polymarket. It also has the worst data infrastructure. Here's how we built a 4-tier model that handles both.

results debugging polymarket

How We Improved 5 Trading Bots in One Week

We audited every bot, found the gaps between backtest and live performance, and fixed them. CS2, NBA, MLB, LoL, and Tennis — five different problems, five...

strategy polymarket prediction-markets

Hold to Settlement: Why We Never Sell Our Prediction Market Positions

Every one of our bots holds to settlement instead of trading actively. Why patience beat activity on Polymarket, and the strategies that failed.

results polymarket trading

We Run 5 Bots Across 8 Sports — Here's What's Actually Profitable

Real P&L from 5 live Polymarket bots trading NBA, MLB, NHL, NCAAMB, CS2, LoL, Tennis, and Soccer. Honest about what works and what doesn't.

polymarket python api

Polymarket API Python Tutorial: Connect, Fetch Orderbooks, and Place Trades

Step-by-step Polymarket CLOB API guide in Python: authentication, reading orderbooks, fetching market data, and placing limit orders programmatically.

trading market-microstructure backtesting

99% of Your Backtested Edge Doesn't Exist: Execution Quality on Prediction Markets

We backtested 237 trade signals with and without execution constraints. 99% of theoretical profit vanished. Here's what actually kills your trades — and...

sports-betting trading beginner

How Prediction Market Bots Work (And How to Build One)

A beginner's guide to automated trading on Polymarket. Learn how bots find edges using win probability models, and how to build your own.