The Bot for Kalshi Blog

MR Marcus Rivera · 20 min read Essential Guide

7 Proven Kalshi Trading Strategies (2026)

Weather events, sports edges, arbitrage, market making, and more — 7 proven strategies with entry rules, position sizing, and real Kalshi P&L examples.

JH Jake Holloway · 16 min read Essential Guide

How to Make Money on Kalshi: Beginner to Pro (2026 Guide)

A practical guide to making money on Kalshi — from your first trade to automated strategies that generate consistent returns.

PC Priya Chakraborty · 18 min read Essential Guide

The Complete Guide to Kalshi Trading Bots (2026)

Yes, Kalshi allows trading bots. Complete 2026 guide: types of bots, how they work, and how to build or use one for automated trading.

All Articles

PC Priya Chakraborty · 9 min read

Kalshi Bot Monitoring and Alerting for Production Trading Systems

Learn how to monitor and alert on production Kalshi trading bots — covering health checks, PnL drift detection, position limits, dead-man switches, and incident response.

JH Jake Holloway · 8 min read

Where is Kalshi Legal? State-by-State Guide (2026)

Is Kalshi legal in your state? A comprehensive guide to Kalshi's availability across the US — which states allow it, which don't, and the regulatory battles.

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CF Camille Fontaine · 9 min read

Can You Bet on Oil and Gas Prices? (2026)

Yes — you can trade oil and gas prices on Kalshi, a CFTC-regulated exchange. How WTI, Brent, gasoline, and natural gas markets work, what moves them, and how to trade them.

CF Camille Fontaine · 11 min read

How to Trade Oil on Kalshi: WTI, Brent & Gas Markets (2026)

How to trade oil on Kalshi — WTI and Brent crude, gasoline, and natural gas markets. Settlement sources, the EIA/OPEC signal calendar, and three ways to find an edge.

MC Mina Cho · 10 min read

Is the Bitcoin 4-Year Cycle Dead? What 4 Halvings Actually Show (2026)

Is the Bitcoin halving cycle dead? We measured all four cycles. The surprising answer: the pump is decaying on a schedule (91× → 29× → 8× → 2×), but the rhythm is alive — and here's how to trade a maturing Bitcoin.

MC Mina Cho · 13 min read

Can You Bet on Bitcoin? How Bitcoin Prediction Markets Work (2026)

Yes — you can bet on Bitcoin's price legally in the US. Here's how Bitcoin prediction markets work, where to trade them (Kalshi vs Polymarket), and how to automate a Bitcoin strategy with a bot.

MR Marcus Rivera · 12 min read

Trading Economic Indicators on Kalshi (2026)

How to trade Kalshi economic markets — CPI, jobs reports, GDP, and Fed rate decisions. Nowcasting models, timing strategies, and the data that matters.

JH Jake Holloway · 9 min read

Kalshi for Sports Bettors: A Better Alternative

Sports bettors are switching to Kalshi for better odds, no vig, and API access for bots. Here's why — and how to make the transition.

MR Marcus Rivera · 9 min read

How to Backtest a Kalshi Trading Bot Using Historical Market Data

A practical, step-by-step guide to backtesting a Kalshi trading bot with real historical market data — covering data sourcing, simulation logic, slippage modeling, and interpreting results without fooling yourself.

MR Marcus Rivera · 11 min read

Kelly Criterion for Kalshi: Optimal Position Sizing

How to use the Kelly criterion to optimally size your Kalshi trades. The math behind position sizing, practical adjustments, and why most traders should use half-Kelly.

MR Marcus Rivera · 16 min read

Kalshi Arbitrage: What's Real and What's a Myth (We Built the Scanner)

We built real Kalshi arbitrage scanners and put the actual production fee formula in the math: the single-market myth, the one real edge, and why the fee dome means there's no free money on a regulated venue.

MR Marcus Rivera · 13 min read

Kalshi Market Making: A Liquidity Provider's Guide

How to run a market making strategy on Kalshi — posting two-sided quotes, managing inventory risk, and earning the spread in prediction markets.

PC Priya Chakraborty · 8 min read

Kalshi WebSocket vs REST API: When to Use Each for a Trading Bot

Learn when to use the Kalshi WebSocket API vs REST API in your trading bot. Covers latency, polling limits, orderbook streaming, and practical architecture patterns.

PC Priya Chakraborty · 9 min read

How to Host a Kalshi Trading Bot: Railway, Heroku, AWS Lambda, and VPS Compared

Compare Railway, Heroku, AWS Lambda, and self-hosted VPS for running a Kalshi trading bot 24/7. Costs, latency, setup complexity, and our recommendation for each use case.

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PC Priya Chakraborty · 8 min read

Why Your Kalshi Bot's P&L Is Probably Wrong

Kalshi's order-status API returns filled_price=None for filled orders, so most bots book the limit price and over-report losses ~2.4x. How to detect and fix the phantom-loss trap.

MR Marcus Rivera · 10 min read

Why Most Kalshi “Signals” Are Noise: A Real Order-Book Reality Check

We scanned Kalshi's live public order book. Most markets are too wide and thin to trade, single-market arbitrage is structurally impossible, and the market list is mostly auto-generated. What actually survives the filter.

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MR Marcus Rivera · 16 min read

Kalshi Copy Trading in 2026: What Actually Works (Honest Guide)

Can you copy trade on Kalshi? We checked Kalshi's own docs, the services (Duel.trade, kalshitradingbot), and scanned 2,000 real trades. The honest guide — plus the rules-based way that works.

AI & Automation

Are Bots Taking Over Kalshi? What the Data Shows

Bots now dominate prediction market trading. We analyze the data — how much volume is automated, what strategies bots run, and what it means for human traders.

PC Priya Chakraborty · 18 min read

The Open-Source Kalshi Bot Ecosystem: 30+ Projects Worth Studying in 2026

Catalog of every open-source Kalshi trading bot: AI agents, market makers, arbitrage and weather bots — with honest notes on what each does well.

MR Marcus Rivera · 12 min read

How a Kalshi Bot Lost 369 Trades in a Row (And What We Learned)

We built a Kalshi bot for cheap-contract asymmetric upside. It lost 369 paper trades in a row. Forensic breakdown of three structural flaws.

Kalshi Tax Guide: How Your Gains Are Taxed (2026)

How Kalshi trading profits are taxed in the US — 1099 reporting, Section 1256 treatment, record-keeping requirements, and common mistakes to avoid.

JH Jake Holloway · 11 min read

Kalshi Parlay Strategy: Multi-Leg Bets for Higher Returns

How to build parlay-style multi-leg bets on Kalshi for outsized returns. Learn correlation pricing, leg selection, and when parlays pay off.

PC Priya Chakraborty · 16 min read

Kalshi API Tutorial: Authentication, Markets & Orders

Complete Kalshi API guide — authentication, markets, orderbooks, placing orders, and managing positions. With Python examples.

JH Jake Holloway · 14 min read

Kalshi vs Polymarket (2026): Which Should You Trade?

Kalshi vs Polymarket compared in 2026: regulation, fees, markets, liquidity, and which platform is better for different types of traders.

Is Kalshi Legit? Safety, Regulation & Our Honest 2026 Review

An honest Kalshi review for 2026. We cover CFTC regulation, fund safety, fees, and whether Kalshi is worth your time and money.

JH Jake Holloway · 13 min read

Kalshi Sports Props: Finding Edge in NBA, NFL & MLB Markets

How to find edge in Kalshi sports props using player projections, matchup analysis, and correlation strategies. Data-driven guide for traders.

MR Marcus Rivera · 14 min read

Kalshi Weather Trading: Temperature Market Guide

An honest, data-driven guide to Kalshi weather (temperature) markets: how forecast models (GFS, ECMWF, Open-Meteo) price daily-high contracts, why most 'edge' is model-vs-market disagreement, and how to automate it properly.

Kalshi Bot Builder: Automate Trades Without Writing Code

Build automated Kalshi trading bots without coding. Create multi-step strategies with conditions, triggers, and risk controls — in minutes.

PC Priya Chakraborty · 15 min read

How to Build a Kalshi Bot with Python (Step-by-Step Guide)

Build your first Kalshi trading bot with Python in under an hour. Covers authentication, market data, orders, and a working bot.

JH Jake Holloway · 14 min read

Best Kalshi Trading Bots & Tools (2026 Review)

We tested every Kalshi trading bot and tool in 2026. Honest rankings — what works, what doesn't, and what's worth your money.