Here is the translation of the provided text into English and Korean.

---

English Translation

Prediction Markets "Polarize." Are You a Suit? Or a Degen?

Keywords: #PredictionMarket #Polymarket #Kalshi #OpinionLabs #SocialFi #Airdrop

After the explosive growth during the 2024 election year, the "Prediction Markets" sector, once nothing more than a niche social experiment, has evolved into a massive financial infrastructure in 2025 with billions of dollars in liquidity.

However, do you assume all prediction markets are the same? In reality, the market is now split into three completely different tribes: "Regulatory Kalshi," "Informational Polymarket," and "Social OpinionLabs."

In this article, we dissect the technology and incentive designs behind each platform, and in the second half, we thoroughly explain "5 shocking ways people are actually earning in the market" as case studies.

1. Kalshi: The "Ironclad Fortress" Recognized by Wall Street

• Recommended Users: Conservatives who want zero legal risk, Institutional Investors.
• Playstyle: Hedging using institutions, Swing trading.

Kalshi is the "Model Student (Suits)" of the prediction market world. It is regulated by the CFTC (Commodity Futures Trading Commission), giving it reliability on par with the New York Stock Exchange.

🛠 Behind the Tech: FIX API Implementation Its biggest feature is the implementation of the "FIX API," a communication standard used by major financial institutions like Goldman Sachs. This allows Wall Street algorithms to enter the prediction market with the same feel as trading stocks or bonds. KYC (Identity Verification) is mandatory, but in exchange, you are freed from the risks of "withdrawal denials" or "hacks." If you want to manage assets strictly without any "nonsense," this is your only choice.

2. Polymarket: The "Battlefield" Hunting Information Asymmetry

• Recommended Users: DeFi natives with maxed-out information sensitivity, Arbitrageurs.
• Playstyle: Breaking news scalping, Arbitrage during dispute periods.

Our home ground, Polymarket. While it is a gray zone requiring a VPN, it is the frontline of information attracting the world's largest liquidity.

🛠 Behind the Tech: The "2-Hour Void" of UMA Oracle Polymarket adopts the "UMA Oracle" for settlements. Here, a time lag known as the "Dispute Period (usually 2 hours)" exists between the result becoming known and the settlement being finalized. Professional "Degens" do not overlook this gap. The moment a result is out in the real world, they perform "Tail-End Trading" (e.g., buying at $0.98 and waiting for settlement at $1.00) in markets that haven't settled yet, extracting a secure profit margin.

3. OpinionLabs: The "Farm" Cultivating Future Airdrops

• Recommended Users: Web3 natives, Airdrop hunters, Community-focused individuals.
• Playstyle: Token farming, SocialFi activities.

The "hottest" place right now is OpinionLabs. This isn't just a betting ground; it's an experimental site for "SocialFi (Social Finance)."

🛠 Behind the Tech: Consensus Oracle and SocialFi The correct answer is decided by user voting (Consensus). Here, "Contribution to the Ecosystem" is valued more than just predicting correctly. You express opinions like on social media to farm points and tokens. Behind the scenes, it's even possible to create markets using meme coins as collateral via the "Any Token" feature. It offers a truly Web3 experience that dissolves the boundary between "earning" and "playing."

Major L1 chains and VCs like Binance Labs (Yzilabs), Base, Solana, and Ethereum are accelerating their investments in prediction markets. Amidst this, tools to utilize prediction markets more sophisticatedly are emerging.

The Rise of "Terminal Services" (e.g., Axiom)

Why is a terminal that lists multiple markets necessary? To find an "Edge."

• Settlement Time Lags
• Differences in Reference Oracles
• Price differences between platforms (Arbitrage)

By centrally managing these, sophisticated trading becomes possible rather than just gambling.

Unique Indices

• Pentagon Pizza Index: Infers signs of military action from the volume of pizza deliveries to the Pentagon.
• Brier Score Index: An index measuring how much prediction market results deviated from reality.

From here, we introduce actual examples of "Prediction Market Hacks (Strategies/Manipulations)" that have been observed. These demonstrate both the vulnerabilities and the possibilities of the market.

Case 1. Traces of Insider Trading

The Lighter ($LIGHTER) TGE Incident

• Overview: Someone bet approximately 20 million JPY on "YES" regarding whether a Token Generation Event (TGE) would happen within the year.
• Method: A bet amount impossible unless one was certain the TGE would occur by the end of December.
• Discovery: On-chain sleuths investigated and identified that the bettor's wallet had accessed the Lighter contract before its public release, pinpointing them as the development team or an extremely close associate.
• Lesson: The blockchain remembers everything. Insiders are laid bare by "On-chain Detectives."

Case 2. Derivatives Move Reality

The Pokemon Card Market Manipulation Incident

• Overview: A market asking "Will the Pokemon card 'Kabuto' exceed $100 by a specific date?"
• Method: A whale called "Kabuto King" bought up the sell orders in the physical card market (costing approx. 350,000 JPY), artificially inflating the price. Simultaneously, they bet "YES" on Polymarket, aiming for a profit of approx. 9.3 million JPY.
• Structure: When the phenomenon of "Cost of manipulating real price < Profit in prediction market" occurs, a situation arises where the prediction market moves the real-world price ("Tail wags the dog").

Case 3. 15-Minute Candle Delta Neutral

Winning Strategy by HFT Bots

• Overview: A bot made approx. 3 million JPY in profit over 3 weeks in a market predicting whether BTC price would go up or down in 15 minutes.
• Strategy: During high volatility, it targets moments when the sum of UP and DOWN prices temporarily drops below $1.00 (e.g., UP $0.23 + DOWN $0.70 = $0.93) and takes positions on both sides.
• Result: Regardless of which side wins, $1.00 is returned, making the $0.07 difference a guaranteed profit (Risk-Free).
• Lesson: We have entered an era where emotionless bots automatically harvest market inefficiencies.

Case 4. The "NO" Executioner

Pessimistic Arbitrage

• Overview: A trader who achieved a 100% win rate and over 10 million JPY in profit by relentlessly betting "NO (Will not list/Condition not met)" in the pre-market (unlisted market).
• Strategy: Seeing through the crypto industry's bad habits of "development delays" and "excessive market cap estimates," they sell heavily just as mass expectations (YES) reach their peak.
• Psychology: The pinnacle of fundamental analysis, earning profit by selling "Realism" to the masses buying "Hope."

Case 5. The Elon Musk Sniper

Latency Arbitrage Exploiting UI Delays

• Overview: A bot that earned approx. 27 million JPY in the "Elon Musk Weekly Tweet Count" market.
• Strategy: Polymarket's screen display (UI) has a 5-10 minute update lag from actual X (Twitter). The bot uses a proprietary scraper to grasp tweet counts in real-time and buys up positions on the "confirmed future" before the UI updates.
• Lesson: You cannot win just by "knowing" information. Being the one who knows it "faster than anyone else" is the only edge.

Prediction markets in 2025 are not just gambling. They are a financial frontier where advanced information warfare and technological battles unfold.

• 🇺🇸 Kalshi: I want to operate solidly while wearing a suit and being protected by the law.
• ⚡ Polymarket: I want to extract profit from information speed and market distortions using technology and insight.
• 🚜 OpinionLabs: I want to contribute to the community and cultivate first-mover advantages (Airdrops).

Determine your risk tolerance and preferred playstyle, and ride this new wave.

From the CandyDrops Editors: Whichever platform you use, don't forget risk management (DYOR). Especially remember that emerging protocols like OpinionLabs and the "dark side" markets of Polymarket have unique volatilities! Good Luck! 🍬🚀