From Polymarket to Probable: Deconstructing the Prediction Market Involution Index and Anti-Harvesting Strategies

marsbitPublicado a 2026-01-16Actualizado a 2026-01-16

Resumen

From Polymarket to Probable: Deconstructing Prediction Market Competition and Anti-Sybil Strategies Prediction markets require real capital, filtering out low-effort users but introducing financial risk. Key precautions include regulatory awareness, risk management, and understanding market manipulation risks. Effective participation demands analytical skills and careful attention to contract terms. Blind betting often leads to losses; hedging across platforms can reduce unilateral risk. Polymarket leads with $22B+ funding, 920K traders, and strong U.S. re-entry prospects. It is highly competitive but worth engaging with cost control. Kalshi, with $16B funding and CFTC regulation, has high transaction volume but no clear token plan, making participation less cost-effective. Opinion shows rapid growth, clear airdrop expectations, and strong backing, but requires strategic engagement. Predict.fun, backed by YZi Labs, has lower competition and explicit airdrops, attracting users primarily for points farming. Probable, incubated by PancakeSwap, is in early stages with zero fees and a referral-based points system, presenting low competition and high potential. Overall, evaluate projects based on backing, user competition, and incentive structures before committing funds.

Original author: KarenZ, Foresight News

Airdrop hunting has evolved into a sophisticated investment. However, in the highly sought-after prediction market sector, not all projects are worth investing time and capital in.

Prediction markets, in particular, differ from zero-cost testnet tasks as they usually require placing bets with "real money." Although the amount per bet is controllable, this "pay-to-play" threshold directly filters out a large number of pure freeloading script users and also brings the risk of capital attrition for real users.

If you're still debating which project to place your chips on in 2026, this article will help you analyze from three dimensions: reasons for attention, level of involution (competitive data), and cost-effectiveness of interaction.

But before charging in, please read this "self-defense" guide first:

Regulatory risks.
Do not participate with funds you cannot afford to lose.
Prediction markets are susceptible to bot manipulation, market manipulation, and insider trading.
Participating in prediction market interactions requires you to have some judgment ability regarding news hotspots, sports events, or crypto industry dynamics.
Read the resolution rules clearly, including the contract's specified sources, whether the deadline includes the day itself, wording traps, etc.
If you place bets blindly just to刷 interactions, you will most likely face the risk of losing your principal. Data from Hubble AI shows that "on Polymarket, the most active retail trader group (mid-frequency), although having the highest win rate on the platform, has a median actual return close to zero due to limitations in capital efficiency and a lack of systematic advantage."
Try hedging strategies: For uncertain prediction markets, avoid one-sided bets; try cross-platform hedging instead. Although there is price difference and slippage wear, this can minimize the risk of one-sided betting and focus on刷 trading volume. It is particularly important to note that no trading strategy can completely avoid risk; carefully evaluate when operating.

Polymarket

Why is it worth attention?

Leader in prediction markets;
Cumulative financing exceeds $22 billion, including a $20 billion strategic investment from Intercontinental Exchange (ICE), the parent company of the New York Stock Exchange.
Polymarket CMO Matthew Modabber confirmed the POLY token and airdrop plan in October 2025.
Polymarket has been approved by the CFTC to launch in the US and is returning to the US market.
Strong expectations for a token launch and retrospective airdrop in 2026.

How competitive is it?

Nearly 920,000 cumulative traders, a large user base.
Monthly active users have remained above 460,000 for the last 3 months, indicating stable user stickiness.
Weekly trading volume has been above $1 billion in recent weeks.
The average number of transactions per active wallet per day increased from less than 10 in December 2025 to a peak of 23 in early January, showing a surge in trading activity.
In terms of average bet size, 20.69% of users average bets below $10, 30.35% average between $10 and $50, 23.91% average between $100 and $500, and 0.24% average over $10,000.

Is it worth interacting with?

Worth participating, but costs must be strictly controlled. As a heavily competitive project, its potential airdrop scale is highly attractive. However, Polymarket's mature user ecosystem means a large number of historical traders have already occupied part of the retrospective airdrop quota. New users should rationally evaluate the input-output ratio. In October 2025, according to Bloomberg, Polymarket was in early talks with investors to raise funds at a valuation of $120-150 billion, a more than tenfold increase from four months prior, indicating continuous appreciation of the project's value.

Kalshi

Why is it worth attention?

Cumulative financing is close to $16 billion. The most recent Series E round occurred in December 2025, raising $1 billion at an $11 billion valuation, with participation from Sequoia, a16z, ARK Invest, Y Combinator, etc., doubling the valuation compared to the $3 billion financing in October 2025.
Regulated by the U.S. Commodity Futures Trading Commission (CFTC).
Kalshi has not officially disclosed any token or airdrop plans. However, based on its recent expansion into the crypto ecosystem, community analysis suggests airdrop expectations exist.

How competitive is it?

Cumulative notional trading volume reached $30 billion.
Notional trading volume has been spiraling upward since August 2025, with recent weeks seeing volumes between $1.5 billion and $2 billion, showing steady growth momentum.
Total number of trades is close to 130 million, placing its trading activity at the forefront of the prediction market field.

Is it worth interacting with?

Participate cautiously, low cost-effectiveness. On one hand, the project has no clear token issuance or airdrop timeline, making it highly uncertain; on the other hand, Kalshi charges transaction fees, making刷 volume costly. Furthermore, its mature business model suggests a relatively lower need for token incentives, making the likelihood of an airdrop relatively limited.

Opinion

Why is it worth attention?

Opinion is one of the fastest-growing prediction markets, with growth rates significantly领先 most competitors in the same period.
Opinion was selected for the 7th season of YZi Labs' MVB accelerator program in 2024.
Opinion completed a $5 million seed round led by YZi Labs in March 2025. In December, the Opinion team disclosed receiving additional tens of millions of dollars in funding support.
Opinion launched a points system simultaneously with its mainnet launch in October 2025, indicating clear airdrop expectations.

How competitive is it?

From October 2025 to present, Opinion's cumulative notional trading volume reached $15.3 billion, second only to Polymarket ($44.8 billion) and Kalshi ($30 billion).
Current Opinion TVL exceeds $140 million.
Over 170,000 cumulative traders.
The number of daily trading users reached over 40,000 from late December to early January, and has been between 10,000 and 20,000 users in the last 10 days.

Is it worth interacting with?

Quite competitive, but with clear airdrop expectations and strong backing from YZi Labs. Note that weekly trading volume needs to exceed $200 to steadily earn weekly leaderboard points. Points weight covers multiple dimensions including limit order liquidity provision, trade size, holding time bonus, etc., requiring a reasonable interaction strategy.

Predict.fun

Why is it worth attention?

Predict.fun was selected for the second season of YZi Labs' incubation program EASY Residency in December 2025.
Predict.fun is a BNB Chain native prediction market incubated and invested in by YZi Labs. Founder dingaling previously caused controversy due to the failure of boop.fun and "rat trading" allegations, and was criticized by Changpeng Zhao (CZ), though they later reconciled, and the negative impact has gradually subsided.
Predict.fun integrates with the Venus protocol, allowing users to continuously generate yield on funds used for betting during the waiting period for results (applicable to some short-term markets).
Features a points mechanism, with explicit airdrop expectations.

How competitive is it?

Cumulative notional trading volume of $320 million, with prediction trading volume exceeding $200 million.
478,000 cumulative trades, 36,000 cumulative unique trading users, averaging 13 trades per user.
Since mid-December, daily active users have mostly been between 2,000 and 4,000, indicating a relatively small user base.
Current TVL is approximately $22.58 million.

Is it worth interacting with?

Medium to low competition. Compared to Polymarket, where mostly veterans and institutions博弈, most people on Predict.fun place bets just to刷 interactions. Strategies to accumulate PP points include trading on the platform, providing meaningful liquidity, holding positions, etc.

Probable

Why is it worth attention?

Probable is co-incubated by PancakeSwap and YZi Labs, with orthodox backing.
Probable launched a points program on January 12, 2026, though it currently only supports earning points through invitations.
Zero transaction fees.

How competitive is it?

Since December 18, 2025, cumulative notional trading volume is $560 million, with prediction trading volume reaching $380 million.
12,389 cumulative users. From late December 2025 to early January 2026, daily active users were between 500 and 1,000. Since early January, daily activity has gradually increased, with single-day DAU above 4,000 on both January 14 and 15.
834,357 cumulative trades, averaging 67 trades per user.
Average trade size is $425, average total trading size per user is $3,357.

Is it worth interacting with?

Low competition. Probable launched in mid-December and is currently in its early stages. Note that referrers must first complete $100 in cumulative trading volume to unlock and generate an invitation code. Additionally, as a project incubated by PancakeSwap, its token is highly likely to launch through PancakeSwap's CAKE.PAD and might even be listed directly on Binance.

Preguntas relacionadas

QWhat are the main risks mentioned for participating in prediction markets?

AThe main risks include regulatory uncertainty, potential loss of capital, susceptibility to bot manipulation and insider trading, the need for knowledge about current events to make informed bets, and the importance of understanding market rules to avoid pitfalls.

QWhich prediction market is considered the leader and has received over $22 billion in funding, including a strategic investment from ICE?

APolymarket is considered the leader in the prediction market space and has received over $22 billion in cumulative funding, which includes a $20 billion strategic investment from Intercontinental Exchange (ICE), the parent company of the New York Stock Exchange.

QWhat is a key strategy suggested to minimize risk when participating in prediction markets for airdrop farming?

AA key risk mitigation strategy is to use a hedging approach by placing opposing bets on the same market across different platforms. While this incurs some cost from spreads and slippage, it significantly reduces the risk of a single-sided bet, allowing a user to focus on generating trading volume.

QAccording to the article, which prediction market has an explicit points system and a strong expectation of an airdrop?

AOpinion has an explicit points system that was launched with its mainnet in October 2025, creating a strong expectation within the community that it will conduct an airdrop.

QWhich newly launched prediction market is noted for having low competition (low 'roll' or '卷') and is incubated by PancakeSwap and YZi Labs?

AProbable is the newly launched prediction market noted for its low level of competition. It is co-incubated by PancakeSwap and YZi Labs and is still in its early stages of growth.

Lecturas Relacionadas

As Consensus Accelerates, What Are Young Investors Betting On?

Title: As Consensus Forms Faster, What Are Young Investors Betting On? In the rapid evolution of tech investment, a new generation of young investors is navigating a landscape where AI, robotics, commercial aerospace, and quantum computing are advancing simultaneously. Traditional investment logic based on financial models is giving way to a need for deep technical understanding and the ability to act before industry consensus forms. An analysis of trends from the "WAIC FUTURE TECH" list of young investment leaders reveals key shifts in focus. The first major trend is the movement of AI from the digital screen into the physical world. Investment is shifting from large language models and chatbots towards embodied AI, robotics, AI hardware, and edge computing. While demonstrations generate excitement, the real challenge lies in achieving scalable, reliable, and cost-effective delivery in complex real-world environments like factories and logistics. Success depends not just on algorithms but on the integration of sensors, actuators, and control systems. Second, the competitive focus for large models is moving beyond raw capability toward building an "intelligence flywheel." The goal is to create self-reinforcing systems where user interaction generates data, improving the model, which in turn enhances the user experience and attracts more engagement. Companies that successfully embed AI into workflows to create these closed-loop systems can build lasting value that isn't easily erased by the next model upgrade. Third, facing a potential bottleneck in high-quality human-generated data, investors are looking at new underlying technologies. Reinforcement learning and self-play, as demonstrated by AlphaGo Zero, offer paths for AI to generate its own experience. Scientific foundation models, which aim to build general AI capabilities for fields like life sciences and materials discovery, represent a non-consensus direction that could unlock new frontiers of knowledge and data. Finally, in deep-tech areas like quantum computing, commercial aerospace, and space-based infrastructure, patient capital is essential. These fields have long, uncertain development and validation cycles involving complex engineering, supply chains, and regulations. Investment here requires a long-term view, focusing on foundational team capabilities and the eventual emergence of market demand, even if commercial returns are distant. Collectively, these trends illustrate how young investors are adapting to a new era. They are learning to make earlier, technically-informed judgments, balance hype with real-world viability, and provide the patient capital needed to build the deep-tech foundations of the future.

marsbitHace 25 min(s)

As Consensus Accelerates, What Are Young Investors Betting On?

marsbitHace 25 min(s)

Unlocking $100 Million in Liquidity? Pump.fun's New Policy Tests the 5-Minute Pump Technique

Foresight News, July 21 – Pump.fun has launched its new "BOOST" mode as the standard launch mechanism for new tokens. The core of BOOST is to address the issue of "dead liquidity." Historically, when a token migrates from its bonding curve to a liquidity pool, roughly 20% of its liquidity becomes permanently locked and unusable, a problem the platform estimates costs over $100 million annually. The new mechanism redirects this 20% of funds, which would have been locked, to instead be used for a 5-minute Time-Weighted Average Price (TWAP) buyback of the token immediately after migration. The purchased tokens are then permanently burned. For example, this means reserving 17.6 SOL for SOL pairs or about $2516 for USDC pairs at migration. This creates a short-term buying pressure and reduces the token's supply. The goal is to improve the immediate post-launch performance of memecoins, potentially increasing trader retention and transaction volume on the platform. However, critics warn this could lower the bar for token launches, encouraging low-quality projects, and that the brief 5-minute buy pressure might lead to sharper price crashes once it ends if followed by large sell-offs.

Foresight NewsHace 34 min(s)

Unlocking $100 Million in Liquidity? Pump.fun's New Policy Tests the 5-Minute Pump Technique

Foresight NewsHace 34 min(s)

What Signals Can Be Read from the Trading Data of India's Largest Asset Manager SBI's IPO?

India's largest asset manager, SBI Funds Management, successfully listed on July 21 with a nearly $10 billion IPO, attracting approximately 42 times subscription. However, the first-day closing price rose only about 6.3%, falling short of the 16% premium anticipated in the grey market. This signals robust demand for core Indian financial assets but also disciplined pricing, indicating the IPO market is selectively open for strong brands with clear growth narratives. The low reported underwriting fees, which led some global banks to reduce participation, highlight a shift in pricing power towards powerful issuers like SBI. Its strong brand, banking parent, and stable cash flows reduced reliance on traditional investment banking sales channels, with local brokers playing a larger role. This fee dynamic may not be replicable for weaker issuers. SBI's performance is seen as a key test for India's IPO pipeline, including potential future large listings like Reliance Jio and NSE. Its success with tempered gains sets a new price anchor: high-quality assets can launch, but excessive valuation premiums are constrained. The true measure of a sustained market reopening will be whether subsequent major offerings can proceed smoothly at reasonable valuations.

marsbitHace 52 min(s)

What Signals Can Be Read from the Trading Data of India's Largest Asset Manager SBI's IPO?

marsbitHace 52 min(s)

Can Japan Buy Growth with AI? Will the Bond Market Believe It?

Japan's cabinet has introduced the 2026 Basic Policy on Economic and Fiscal Management and Reform, shifting its primary fiscal target. The new framework moves away from the traditional annual primary balance goal and instead prioritizes a stable reduction of the debt-to-GDP ratio. This change is tied to a strategy of increased "responsible proactive fiscal" spending, aiming to boost long-term growth through investments in strategic sectors like AI, semiconductors, energy, and robotics. The government estimates total public and private investment in 62 key technologies could exceed 370 trillion yen by 2040. The market reaction has been mixed and cautious. While equity markets may respond to policy signals, bond markets are focused on fiscal credibility. Concerns center on whether the weakening of the clear primary balance anchor could lead to looser fiscal discipline. If investors doubt that these strategic investments will generate sufficient productivity gains, tax revenue, and nominal growth to outpace rising interest costs, they may demand higher yields on Japanese Government Bonds (JGBs). Recent volatility in the yen and JGB yields, with the 10-year yield briefly reaching 2.9%, reflects this skepticism. The success of this new framework hinges on two factors: whether Japan can achieve a nominal growth rate consistently higher than its long-term interest rates, and whether future budgets demonstrate disciplined control over bond issuance. The government's narrative is that strategic investment is essential to break Japan's cycle of low growth, aging, and labor shortages. However, the bond market will continuously assess the credibility of this plan, pricing the risk that it may represent fiscal expansion rather than a viable growth strategy.

marsbitHace 1 hora(s)

Can Japan Buy Growth with AI? Will the Bond Market Believe It?

marsbitHace 1 hora(s)

Misjudged A-Shares: Resilience, Expectations, and Confidence

China's A-share market recently faced selling pressure, especially in tech sectors, initially triggered by a global tech sell-off that began in South Korea. However, the article argues this is a case of "mistaken injury" and highlights the market's underlying resilience. This resilience stems from three main pillars: **1) Tech Sector Fundamentals:** Unlike Korea's market dominated by a few memory chip stocks, China's tech sector is diversified across computing, communications, electronics, and semiconductors, supported by dual narratives of global AI supply chains and domestic substitution. Core areas like optical modules and fiber optics continue to show strong earnings growth. **2) "National Team" Support:** State-backed institutions and large corporations have made significant market purchases and announced buybacks, providing liquidity and signaling confidence. This is seen as a stabilizing policy signal, often associated with market bottoms. **3) Broader Market Pillars:** Other major sectors are showing endogenous recovery momentum. Consumer stocks benefit from stabilizing CPI and signs of sector recovery (e.g., liquor price hikes). Cyclical sectors like aluminum have high earnings, potential price increases due to tight supply, and low valuations. The financial sector offers stable dividends and low valuations. The conclusion is that the sell-off was driven by external contagion, not a collapse in fundamentals. With strong policy support and recovering momentum across key sectors, the A-share market possesses the toughness to regain stability.

marsbitHace 1 hora(s)

Misjudged A-Shares: Resilience, Expectations, and Confidence

marsbitHace 1 hora(s)

Trading

Spot