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Kalshi Articles

39 posts tagged “kalshi”.

kalshi volume market-microstructure

Reading Kalshi's Sports Volume: Notional vs. Cash

ZenHodl: $3.12B headline notional vs $1.48B taker cash across 15,808,966 Kalshi sports prints we captured (May 15 - Sep 6, 2026).

comparison data polymarket

ZenHodl vs Telonex: Prediction Market Orderbook Data

Compare ZenHodl and Telonex prediction market data: Kalshi depth and one-time archives vs Telonex's multi-venue Parquet subscription.

comparison data polymarket

ZenHodl vs PMXT: Prediction Market Data & APIs

Compare PMXT's open-source, multi-venue trading API with ZenHodl's one-time Polymarket and Kalshi historical order-book archives.

historical-data data-quality kalshi

How to Detect Capture Gaps in Historical Data: A Buyer's Guide

Learn a four-step audit to find capture gaps in any market-data archive: derive coverage, dark time and cadence from the rows, not the README.

kalshi historical-data market-microstructure

First Insight: What's In the $9 Kalshi Microstructure Tryout

Recount the $9 Kalshi tryout's pinned release and explore recorded spreads, book changes and taker flow, with clear clock and coverage limits.

comparison data polymarket

ZenHodl vs PolymarketData: Polymarket Historical Data

Compare ZenHodl and PolymarketData.co: one-time Kalshi + Polymarket archives with disclosed limits vs. a recurring Polymarket API with a free tier.

kalshi polymarket market-microstructure

Kalshi Bid-Ask Spreads by Trade Size (and How Polymarket Compares)

See how Kalshi's quoted spread changes with the liquidity behind the quote, across 553,843 order-book snapshots — and why depth beats spread.

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: Free & Paid Polymarket Data

Compare ZenHodl and Kaggle Polymarket data: free community datasets vs. paid, curated Kalshi + Polymarket archives with disclosed coverage.

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...

research prediction-markets polymarket

The State of Prediction Markets in 2026: Data, Liquidity, and What Actually Works

A dated research snapshot on prediction-market liquidity, calibration, and execution across Polymarket and Kalshi — with current evidence caveats.

kalshi historical-data tennis

Per-Sport Kalshi Order-Book Slices: Buy Just the Tennis (or MLB, or WNBA, or Esports) You Need

Buy just the Kalshi order-book slice you study: ATP/WTA/ITF tennis, MLB, WNBA, or LoL/CS2 esports — $39 each, same live capture as the full tape.

kalshi historical-data market-microstructure

Kalshi Doesn't Keep Its Order-Book History. We Recorded It — Depth and Trade Tape Together

Kalshi L2 depth (up to 20 levels/side) plus a deduplicated trade tape with taker side, from a venue that doesn't retain its book — sold as dated vintages...

polymarket kalshi market-microstructure

Polymarket Leads Kalshi by ~30 Seconds: A Lead-Lag Study on Time-Aligned MLB Order Books

We time-aligned sampled Kalshi and Polymarket books on the same MLB games for 16 days. Polymarket led on all 16 and divergences half-closed in ~34...

polymarket kalshi market-microstructure

Where to Get Historical Polymarket & Kalshi Order-Book Data (2026): An Honest Comparison

Vendor-neutral 2026 buyer's guide to historical Polymarket and Kalshi order-book data: capture it yourself or buy — what each vendor has, what it costs.

prediction-markets calibration polymarket

Are Prediction Markets Actually Calibrated? We Measured It — Then Checked Our Own Bot

When a prediction market prices a team at 87%, do those teams really win ~87% of the time? Using live-captured, outcome-labeled MLB books from Polymarket...

polymarket kalshi market-microstructure

The Spread Lies: Polymarket and Kalshi Both Quote 1¢, but One Book Is ~15× Deeper

A quoted bid-ask spread tells you almost nothing about how much size a prediction market can actually absorb. Using live-captured Level-2 depth from...

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

Who Sets the Price? Polymarket Moves First, Kalshi Follows

When the same game trades on Polymarket and Kalshi, which venue leads price discovery? Using a live-captured matched book of MLB games on both venues...

polymarket kalshi market-microstructure

How to Get Historical Polymarket Order Book Data

Polymarket's API gives you trades but not historical depth, and the book can't be rebuilt after the fact. Your real options for order-book history.

clv sports-betting polymarket

Closing Line Value (CLV): How to Measure It—and Its Limits

Closing Line Value compares an entry with a consistently defined market close. Learn the math, pregame use cases, sample uncertainty, and in-play limitations.

sports-betting betting-math sportsbooks

Parlay Betting Math: Why Parlays Pay So Much (and Why You Still Lose)

The real math of parlays: combined odds, compounding vig, breakeven win rates, and when (if ever) a parlay is positive expected value.

polymarket bonuses kalshi

Polymarket Referral Codes & Bonuses: What's Real in May 2026 (and What's Not)

Honest guide to Polymarket referral codes, promo codes, and sign-up bonuses in May 2026. How the referral program actually works, which codes are real...

kalshi bonuses regulation

Kalshi Referral Code & Sign-Up Bonus: 2026 Guide

Learn how Kalshi's referral program and new-user bonus work in 2026: real codes, typical offer value, and the trading-volume fine print.

polymarket kalshi comparison

Polymarket vs Kalshi Sign-Up Bonuses Compared (2026)

Honest 2026 comparison of Polymarket vs Kalshi sign-up bonuses, referral programs, and new-user offers. How each platform's promotion actually works, the...

polymarket regulation kalshi

Is Polymarket Legal in the US? The 2026 Answer

Is Polymarket legal for US users in 2026? Full breakdown of the 2022 CFTC settlement, the 2024 DOJ raid, the current geo-block, what US-based traders can...

kalshi bonuses tutorial

How to Sign Up for Kalshi: Step-by-Step Walkthrough for US Users (2026)

Step-by-step 2026 walkthrough for US users signing up to Kalshi — eligibility check, account creation, KYC with SSN, ACH funding from your bank, finding...

kalshi polymarket prediction-markets

Kalshi Alternatives in 2026: Honest Comparison of the Real Options

Compare Kalshi alternatives — Polymarket, PredictIt, Manifold, Robinhood Event Contracts, and sportsbook futures — on liquidity, fees, and regulation.

kalshi sports-betting market-microstructure

Can You Parlay on Kalshi? Combo Markets Explained

Learn how Kalshi's multivariate combo markets work like parlays, how to find them via the API, and how they differ from sportsbook parlays.

polymarket kalshi prediction-markets

Polymarket vs Kalshi: Which Sports Prediction Market Is Better in 2026?

Head-to-head comparison of Polymarket and Kalshi for sports prediction trading in 2026 — liquidity per sport, fees, regulation, API access, and which...

kalshi nfl infrastructure

Kalshi NFL MVP Market: How to Read Live Odds, Volume, and Find Edge in 2026

Structural guide to the Kalshi NFL MVP market — how multi-outcome contracts work, how to read per-player implied probabilities, seasonal liquidity...

risk-management prediction-markets polymarket

Kelly Criterion for Prediction Markets: How to Size Your Bets Without Going Broke

The Kelly Criterion tells you the mathematically optimal bet size when you have an edge. Most traders bet 2-4x too much. Here's the formula, the Python...

bonuses betting-math prediction-markets

Sportsbook Welcome Bonuses 2026: The Real Math Behind 'Free Bets' (And the 3 That Are Actually Worth It)

Math-first 2026 analysis of sportsbook welcome bonuses: most 'free $200' offers go net-negative after rollover. The three that don't.

prediction-markets sports-betting beginner

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

Prediction markets are the fastest-growing alternative to traditional sportsbooks. This 2026 guide explains what they are, how they differ from...

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

Best Prediction Market Apps 2026: Kalshi vs Polymarket vs PredictIt vs Manifold

Kalshi, Polymarket, PredictIt, Manifold, and ForecastEx compared on liquidity, fees, geography, and API access. Honest guide, no affiliate links.

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.

api comparison sports-betting

Sports Odds API Comparison 2026: Every Major API Tested (Odds API, Polymarket, Kalshi, ESPN)

Compare 8 sports odds APIs — The Odds API, Polymarket, Kalshi, ESPN, and more — on pricing, latency, and coverage, tested in production.

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...