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A guide to understanding prediction markets and how Prophera works

What is Prophera?

Prophera is a prediction market platform that turns questions about future events into something measurable — a live probability, shaped by the collective knowledge of everyone participating.

The Core Idea

Instead of just reading a headline or seeing a poll, Prophera lets you engage directly with a question: What do you actually think will happen? You back your view by taking a position, and the market price reflects the crowd's best estimate of the probability at any given moment.

It's a way to think more carefully about uncertainty — and to see how your beliefs compare with everyone else's.

What makes it different from a poll?
  • Polls ask for opinions; prediction markets ask you to stake something on them — which makes people think harder
  • Prices update continuously as new information emerges, unlike static poll results
  • Anyone can see the market's current probability at a glance
  • When the event resolves, the market settles and you find out who was right

What are Prediction Markets?

Prediction markets have a long history as forecasting tools. The idea is simple: if people have real stakes in being right, they'll bring their best knowledge to bear.

How Prices Become Probabilities
Price = Probability

A YES share priced at 0.70 means the market believes there's roughly a 70% chance the event happens. As people buy and sell, that number shifts in real time.

Prices Respond to Information

When something relevant happens in the world — a news story, a data release, a surprise development — participants update their positions and the market price moves accordingly.

Why Prediction Markets Can Be Accurate
  • They aggregate information from many people with different backgrounds and knowledge
  • Participants are incentivised to be honest — overconfidence has consequences
  • They update faster than traditional forecasting methods
  • Research shows they often outperform expert panels and opinion polls on real-world forecasting
A simple example

Imagine a market asking: "Will the UK inflation rate fall below 3% by December?"

  • The market opens at 40% (YES shares priced at 0.40)
  • New economic data is released — inflation is falling faster than expected
  • Participants buy YES shares, pushing the price up to 65%
  • When December arrives, the outcome is confirmed and the market resolves

The market price told a more nuanced story than any single analyst's view.

How It Works

The Basics

  • Each market asks a yes/no question about a future event
  • You buy YES or NO shares depending on what you believe will happen
  • Share prices move as more people participate — reflecting changing probabilities
  • When the event resolves, participants on the correct side receive a payout from the pool

How a Payout Works

When a market resolves, the losing side's pool is distributed to everyone on the winning side, proportional to their share.

For example:

  • Total YES pool: ℙ1000 (across all YES participants)
  • Total NO pool: ℙ500
  • You placed ℙ100 on YES

If YES resolves correctly:

  • Your share of the winning pool = ℙ100 / ℙ1000 = 10%
  • You receive your ℙ100 back, plus 10% of the ℙ500 losing pool = ℙ50
  • Total returned: ℙ150

The more participants there are on both sides, the more meaningful the market price becomes as a probability signal.

Understanding Prices

Prices on Prophera are determined by an automated pricing model called the LMSR (Logarithmic Market Scoring Rule). This model was designed specifically for prediction markets to ensure prices always reflect meaningful probabilities and that there's always liquidity to buy or sell.

What the LMSR Does
Keeps prices between 0 and 1

Prices always represent a probability. A price of 0.60 means ~60% likelihood.

Responds to demand

Buying YES shares pushes the YES price up (and NO price down) automatically.

Ensures liquidity

You can always buy or sell — there's no need to find a counterparty manually.

Reading a price: If YES is priced at 0.35, the market collectively believes there's about a 35% chance the event occurs. If you think the true probability is higher, that's a signal you might want to participate.

How Markets Are Created

Markets on Prophera are created and curated by the admin team to ensure every question is fair, clear, and resolvable.

What Makes a Good Market

A well-designed market question has four essential qualities:

  • Clear and unambiguous — there should be no room for interpretation in what's being asked
  • A specific resolution date — participants know when they'll find out the result
  • A verifiable outcome — the answer can be confirmed using a reliable public source
  • Detailed resolution criteria — exactly how the market will be judged is stated upfront

This rigour is what makes Prophera's markets useful as forecasting tools — vague questions produce vague signals. Clear questions produce meaningful ones.

How Markets Are Resolved

When a market's resolution date arrives, the admin team reviews the real-world outcome and settles the market accordingly.

The Resolution Process
  1. The market reaches its stated resolution date
  2. The admin team checks the outcome against the resolution criteria
  3. The market is resolved to YES or NO
  4. Participants on the correct side receive their share of the pool
Every market page displays its resolution criteria clearly before you participate. Always read this before taking a position — it tells you exactly what would make YES or NO correct.

The Power of Collective Intelligence

One of the most interesting properties of prediction markets is what happens when many people with different information and perspectives all participate in the same question.

How the Crowd "Knows" Things

No single person has complete information about most events. But different people know different things — an economist might understand inflation trends, a local businessperson might notice something on the ground, a journalist might have seen an unpublished story.

When all of these perspectives are reflected in a market, the price becomes a surprisingly good summary of everything that's known. This is sometimes called the "wisdom of crowds" effect.

Why this matters
  • Market prices often outperform individual expert forecasts on complex questions
  • They're self-correcting — when a price is wrong, someone is incentivised to fix it
  • They provide a clear, honest signal that's harder to spin than polls or commentary
  • They update in real time, reflecting the world as it changes

Taking a Position

When you participate in a market, you're expressing a belief. Here's how to think about it.

Buying YES or NO

If you think an event is more likely than the current price suggests, you can buy YES shares. If you think it's less likely, you can buy NO shares. The price you pay reflects the market's current consensus.

For example, if YES is priced at 0.30 and you believe there's actually a 60% chance the event happens, you're taking a position that the market is underestimating the probability. That's the core of how prediction markets work.

How Much to Participate With

Your stake reflects your conviction. A small position means you have a view, but you're not highly confident. A larger position means you believe strongly that the market is mispriced. Neither is inherently better — it depends on how much information you actually have.

Changing Your Mind

New information emerges all the time. You don't have to hold a position until resolution — you can sell your shares at any point while the market is open.

When You Might Want to Sell Early
  • Something happened that changes your view on the outcome
  • The market price has moved significantly toward what you believed — you've already contributed that information
  • You want to reallocate your balance to a different market
Selling early is a normal part of how prediction markets work — it's not giving up, it's updating your beliefs based on new information, which is exactly what good forecasters do.

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