Odds and probability 101: how to read event markets

Beginner
Bybit Guide
Bybit Learn
Oct 5, 2026
3 min read

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Understanding how to read event markets is one of the most valuable skills for anyone exploring platforms like ByPick. Whether you are evaluating crypto milestones, central-bank decisions, or esports match-ups, the numbers tell you everything you need to know once you learn to interpret them. This guide breaks down the fundamentals: what event markets are, how price reflects probability, and how to spot opportunities the crowd may have missed.

Key takeaways:

  • In event markets, the price of a contract equals the market's implied probability that the event will occur. A 40¢ "Yes" contract implies a 40% chance.

  • Favorites (high-priced contracts) offer lower returns but win more often, while underdogs (low-priced contracts) pay more but resolve correctly less frequently.

  • Finding an "edge" means identifying events where you believe the true probability differs from the market price, backed by research rather than a hunch.

What are event markets?

An event market is a venue where participants pick one side of a yes-or-no question tied to a real-world outcome. Will BTC close above $150K this month? Will the Fed cut rates in September? Will a specific esports team win a tournament?

Each question is structured as a contract that settles at either $1 (the event happened) or $0 (it didn't). Before settlement, the contract trades between 0¢ and 100¢, and that price moves as participants weigh in with their views.

How event markets differ from traditional trading



Traditional Spot/Futures Trading

Event Markets

What you trade

An asset (BTC, ETH, stocks)

A yes-or-no outcome

Return driver

Price movement of the asset

Whether a specific event occurs

Time horizon

Open-ended

Fixed: the event either happens by a deadline or it doesn't

Settlement

Sell when you choose

Automatic at $1 or $0 when the result is confirmed

In short, traditional trading asks "Where will the price go?" Event markets ask "Will this specific thing happen?"

Price is probability: reading the numbers

Here's the single most important concept in any event market: the price of a contract is the market's implied probability that the event will occur.

  • A "Yes" contract priced at 68¢ means the crowd collectively believes there's a 68% chance the event will happen.

  • A "Yes" at 24¢ means the market sees only a 24% chance.

  • A "Yes" at 91¢ means participants are highly confident, at 91%, that the outcome is nearly certain.

The math is straightforward:

Implied probability = Contract price ÷ $10.68 ÷ 1.00 = 68%

Because the contract always resolves at $1 or $0, your potential return is also baked into the price. If you pick "Yes" at 68¢ and the event occurs, you receive $1, a net gain of 32¢ on your 68¢ position, or roughly 47% return. If you're wrong, you lose the 68¢.

Favorites vs. underdogs

Every event market naturally splits participants into two camps:

The favorite (high-priced side)

When a "Yes" contract sits at 75¢ or higher, the market considers that outcome very likely. Picking the favorite feels safer, but the upside is compressed: you're paying 75¢ to earn a potential 25¢.Example (Crypto): "Will BTC stay above $100K through October?" trades at 82¢. The market is confident. A correct pick returns roughly 22% (18¢ gain on 82¢).

The underdog (low-priced side)

An event priced at 24¢ is the underdog. The crowd thinks it's unlikely, but if it happens, the payoff is substantial. Picking correctly at 24¢ means gaining 76¢ on a 24¢ position: a 3.17× net return.

Example (Macro): "Will the Bank of Japan raise rates by 50 bps this quarter?" trades at 18¢. Most participants dismiss it. But if a surprise inflation print shifts expectations, the 18¢ contract settles at $1, a 4.56× net return for those who saw it coming.

The key insight: underdogs don't need to win often to be profitable. One correct 24¢ pick can offset several incorrect favorites. But chasing long shots without conviction is a fast way to drain your balance.

Finding an edge: when the market is wrong

The most rewarding skill in event markets is spotting a gap between what the crowd believes and what you believe, backed by evidence.

How it works in practice

Suppose "BTC weekly close above $120K" trades at 40¢. The market says 40% chance. But you've been tracking on-chain accumulation, ETF inflow data, and macro catalysts, and you believe the real probability is closer to 60%. That 20-percentage-point gap is your edge.

If you act on that view with 100 CP in a platform like ByPick and the event resolves "Yes," you receive 150 CP, a clean 50% return. Multiply that across a season of well-researched picks, and the leaderboard math starts working in your favor.

Where edges come from

  • Information timing. You digest a breaking development (earnings surprise, regulatory announcement, on-chain anomaly) faster than the broader market prices it in.

  • Domain expertise. A sports analyst who follows injury reports may spot mispriced esports or sports events before casual participants adjust.

  • Contrarian conviction. Markets sometimes overshoot on sentiment. When panic or hype pushes a price away from fundamentals, the correction is your opportunity.

Putting it all together: a quick scenario

Event

Market Price

Implied Probability

Your View

Gap

Fed cuts rates in September

55¢

55%

Only 40% likely (economy still hot)

15 pp: pick "No" at 45¢

Top esports team wins finals

72¢

72%

Agree, no edge

Skip

ETH flips BTC in market cap this year

12¢

12%

20% likely (underpriced)

8 pp: pick "Yes" at 12¢

A disciplined approach means skipping events where you have no informational advantage and concentrating on the ones where your research gives you conviction.

Start reading event markets today

Event markets translate messy, real-world uncertainty into clean, readable numbers. Once you internalize that price = probability, every headline becomes a question you can evaluate: Does the market price match what I believe, and why?

Platforms like ByPick on Bybit make it easy to get started. Pick global events across crypto, sports, finance, and more, all within the Bybit app with no wallet or gas fees required. It's a practical way to test your market-reading skills, build streaks, and compete on the seasonal leaderboard.

Glossary

Term

Definition

Implied probability

The likelihood of an outcome as expressed by the current market price

Favorite

The outcome the market considers most likely (higher-priced contract)

Underdog

The outcome the market considers less likely (lower-priced contract)

Edge

A gap between the market's implied probability and your own informed estimate

Settlement

The moment an event's result is confirmed and contracts resolve at $1 or $0

The bottom line

Understanding odds and probability is the foundation of every smart pick in an event market. Once you see that price equals probability, you can evaluate any headline, spot gaps between market consensus and your own research, and focus your picks where you have genuine conviction.

ByPick on Bybit lets you put these skills into practice for free. Browse events across crypto, sports, esports, and finance, build streaks, and climb the seasonal leaderboard — all without risking real money. The more you refine your ability to read the numbers, the better your shot at the Season Ranking Reward.Ready to explore ByPick? Download the Bybit App on iOS or Android and start making your picks today.

Disclaimer: BCP has no monetary value, is non-transferable, and cannot be withdrawn. USDT prizes are Season Ranking Rewards based on leaderboard position, not derived from event outcomes.

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