Follow the Smart Money
How we find the sharpest traders on Polymarket, track their every move, and post a pick when one of them buys in a market where it has proven itself.
Every prediction market has a hidden hierarchy. Most traders are noise: guessing, following headlines, or chasing narratives. But a small minority are consistently, provably sharp. They resolve more markets correctly than chance allows, their accuracy is statistically significant, and their timing suggests genuine information rather than luck.
It works like a poker table. You cannot see everyone's cards, but you can see their betting patterns and track records. Over hundreds of hands, the skilled players reveal themselves through results. On Polymarket, every trade is public, every wallet is trackable, and every market eventually resolves to a definitive outcome. That transparency is the raw material for our Oracle model.
We do not predict outcomes directly. We identify who predicts outcomes well, watch what they are doing right now, and post a pick when one of them buys in the kind of market it has mastered. Turn on auto-trade, and that pick can become a position on your own account.
The Challenge
Why “Follow the Money” Is Harder Than It Sounds
Polymarket has thousands of active wallets. Watching all of them is like trying to follow every car on a highway: the sheer volume drowns out the signal. The challenge is not access to data. It is separating skill from luck, genuine conviction from noise, and sharp positioning from market-making activity.
Luck vs. Skill
A trader who goes 7-for-10 could be sharp or could be lucky. You need hundreds of resolved markets and statistical tests to tell the difference.
Market Makers
Many high-volume wallets are not taking directional bets at all. They are providing liquidity, hedging both sides, profiting from the spread. Following them would be meaningless.
Signal Decay
A wallet that was sharp six months ago may not be sharp today. Markets evolve, edges erode, and last quarter's genius can become this quarter's noise.
The opportunity: Most people following Polymarket are watching headlines and poll numbers. We are watching the wallets that have been right, consistently, across hundreds of resolved markets, and we are watching them in real time.
Finding Sharp Wallets
Separating Skill from Luck
Imagine you are a baseball scout. You do not draft a player because they hit a home run once. You watch them over an entire season. You track their batting average in different game situations. You compare their performance to league baselines. Only after hundreds of at-bats, with statistical confidence that their results are not random, do you call them a prospect.
That is how we identify sharp wallets. Every wallet on Polymarket has a public trade history. We ingest that history, compute rigorous accuracy metrics across all their resolved markets, and apply statistical significance tests to separate genuine skill from survivorship bias. A wallet must prove itself over a meaningful sample size before we trust a single trade it makes.
| Concept | Analogy |
|---|---|
| Wallet discovery | Scouting new talent: scanning leaderboards and trade networks for candidates |
| Market maker detection | Filtering out the referees: they participate but are not picking sides |
| Accuracy scoring | Batting average for predictions: measures both accuracy and calibration |
| Significance testing | The draft threshold: is this track record real or just a hot streak? |
| Time decay | Recent form matters more: a player who was great 3 years ago may not be great today |
Key insight: We do not follow wallets because they made money. We follow wallets because they are statistically, provably better at predicting outcomes than chance allows. That distinction matters enormously. Profitable wallets can get lucky. Calibrated wallets, over hundreds of markets, cannot.
Discovery Pipeline
We continuously scan Polymarket for high-performing wallets using proprietary discovery methods. The pipeline casts a wide net across multiple channels to identify skilled traders, including those who may not be publicly ranked.
Our discovery process goes beyond surface-level metrics to find wallets with genuine predictive skill across diverse market categories.
Market Maker Filtering
Not every active wallet is taking a directional bet. Market makers provide liquidity by holding both YES and NO positions, profiting from the spread rather than from predicting outcomes. Following a market maker would be like following a casino dealer's “bets.”
Our proprietary filtering system identifies and excludes non-directional wallets, ensuring only genuine predictive signals feed into the model.
The Scoring System
Finding wallets is step one. Knowing how much to trust each wallet is step two. Not all sharp wallets are equally sharp, and a wallet that dominates political markets might be mediocre at crypto predictions. We score wallets across multiple dimensions to build a nuanced trust profile.
Multi-Dimensional Trust
Imagine hiring an investment analyst. You would not just look at their total return. You would ask: How many investments did they make? Are their wins concentrated in one sector, or broad? How recent are their results? Did they beat the market, or just ride a bull market? We ask the same questions of every wallet.
Prediction quality goes beyond right or wrong: we measure how confident and how well-calibrated each call was
Statistical testing across hundreds of resolved markets to ensure skill, not luck
Time-weighted scoring: recent results carry more weight because markets evolve and edges erode
We also evaluate wallets per market type. A wallet might be exceptionally sharp on NBA spreads but average on tennis or crypto. When that wallet takes a position, only its record in that market type counts. The specialist gets a voice where it has demonstrated skill, and nowhere else.
Specialists, Not Crowds
Proven in This Kind of Market
The Oracle does not wait for a crowd. One wallet with a deep, proven record in a market type is a stronger signal than five wallets with thin ones. So the Oracle judges each wallet only on the kind of market in front of it: the sport, the bet type and the price range.
It works like choosing a surgeon. A surgeon with a thousand good knee operations is the one you want for your knee, not for your heart. A wallet that has beaten NBA spreads for months gets a say on NBA spreads. Its tennis record, good or bad, does not count there.
| What We Check | Why It Matters |
|---|---|
| A deep record in this market type | Many settled positions in the same sport, bet type and price range. A hot streak is not enough. |
| A profit after fees | Winning more than half the time is not enough. The record has to make money after the fees the venue charges. |
| Recent form | Records update as markets settle. A wallet that stops winning stops qualifying. |
Key insight: every pick shows its evidence. Flip the card to see the wallet's record in that market type, the price it paid, the price we posted and the price now.
Wallets That Move the Price
Some wallets matter because of what happens after they buy. When they take a side, the price tends to move their way before the event starts. Buying at their price is buying before the market catches up.
The Oracle tracks that too. On these picks, the card back shows the average price move after the wallet buys, instead of a win record.
Before a Pick Posts
Every Check, Every Time
Like a pharmaceutical trial, a promising drug must clear every phase before it reaches patients, and most do not. Our picks face the same gauntlet. Most trades by sharp wallets never become picks. A trade becomes a pick only if it passes every check below.
A qualified wallet
The wallet must qualify in this market type, on its settled record after fees.
Still holding
The wallet must still hold the position. If it has already sold, there is nothing to follow.
The price is still close
The price now must still be close to what the wallet paid. A trade whose price has already run away does not post.
Time before the start
The event must still be some time away, so there is time to buy at the posted price.
A market you can trade
The market must have enough liquidity to buy at the posted price, and it must resolve soon. Thin markets and distant outcomes are left out.
Daily limits
Each day has a limit on picks, and each wallet has a limit of its own, so one busy wallet cannot fill the board.
All Day, as Trades Land
No Morning Edition
Sharp wallets do not trade on a schedule, so the Oracle does not either. It reads new trades from the sharp wallets about once a minute, all day. When a qualified wallet buys and every check passes, the pick posts at once and push alerts go out.
When the wallet buys
The checks run as the trade lands. If they all pass, the pick posts with the wallet's price, our price and the price now.
When the wallet sells
The pick closes, and the card shows the price the wallet sold at. Auto-trade sells members' positions too.
When the market settles
The pick is graded from the venue's settlement, and the wallet's record updates with the result.
Why not a daily slate? Market prices move. A sharp wallet's edge is largest in the minutes after it buys, before other traders catch on. A pick that waited for the morning would post at a worse price, or not at all.
Continuous Monitoring
The system never sleeps. Trade ingestion runs all day, capturing new positions from every tracked wallet. Market data is refreshed to catch price changes and settlements. Every trade by a sharp wallet also shows in the terminal's Sharp activity panel, whether or not it becomes a pick.
After posting: picks are permanent. Once a pick posts, it is never edited and never adjusted after the fact. You see the same pick we committed to. Accountability is absolute.
From Pick to Position
Auto-Trade
Auto-trade connects the Oracle to your own account. Turn it on in Automation, and it places one order for each Oracle pick it can buy: on Polymarket, or on Polymarket US or Kalshi when the same market is listed there.
We size every order from your balance: 3% a pick, 4% on the kinds of picks with the strongest record, and less on weaker ones. When the wallet behind a pick sells, auto-trade sells your position too.
Some picks show Auto-trade: On hold on the card back. The bot does not buy those, but you can still buy them yourself. Every setup step is in the Auto-Trade guide.
How We Measure Success
Prediction markets resolve to binary outcomes: you are either right or wrong. But measuring model quality requires more than counting wins. Here is what we track:
Hit Rate
The share of picks that won. Read it next to the average price: a pick bought at 60¢ has to win more than 60% of the time to make money.
Units After Fees
Profit and loss in units, after the fees the venue charges. This is the number that matters most, and the one the record leads with.
Price Move After Posting
Did the price move our way after we posted? Over many picks, a positive move means we buy before the market catches up, even before the result is known.
Results by Market Type
Results split by sport and bet type. Sharp wallets specialize, so we check where the signal is strong and where it is not.
The Bottom Line
Prediction markets are the closest thing to a real-time truth machine. But like any market, they are made by imperfect participants. The Oracle model's thesis is simple: the small minority of traders who have proven, over hundreds of resolved markets, that they possess genuine forecasting skill are the best signal available. Not pundits. Not polls. Not sentiment. Proven track records.
- Identify the sharpest wallets: on their settled records across many markets, after fees
- Judge each one in its own market: a wallet counts only where it has proven itself
- Track them all day: reading new trades about once a minute
- Check the price before posting: a pick posts only while the price is still close to what the wallet paid
- Follow them out: when the wallet sells, the pick closes, and auto-trade sells too
- Track everything: hit rate, units after fees, price move and results by market type, losses included
We do not predict the future. We find the people who do it best, in the markets where they do it best, and act when they act.
Technical Breakdown
A deeper look at the architecture and pipeline powering the Oracle model, step by step.
Wallet Scoring Engine
Every tracked wallet is scored nightly using time-decayed metrics. Recent market resolutions carry more weight than older ones, reflecting the reality that prediction skill is not permanent. Scoring covers accuracy, profitability, and statistical significance across multiple dimensions. Wallets below the significance threshold are excluded from the signal pool.
Scoring is also computed per market type: the sport, the bet type and the price range. A wallet can be sharp in one market type and not in another. It qualifies to post picks only in the market types where it is sharp.
Real-Time Data Pipeline
Trade ingestion polls Polymarket's public APIs all day, about once a minute for the sharp wallets. Market data (prices, volume, settlement status) is refreshed on a similar cadence. So a pick can post minutes after the wallet trades.
The system monitors multiple Polymarket API endpoints, each providing different information. Health probes run automatically to detect any API changes or outages before they can cause silent failures.
Pick Checks
For each new trade by a qualified wallet, the system checks the wallet's record in that market type, that it still holds the position, the current price against its entry, the time to the start, and the day's limits. A pick posts only if every check passes.
Each posted pick stores the evidence behind it: the wallet's record in that market type, its entry price and our posted price. That evidence is what the card back shows.
Model Workflow
Continuous: Trade ingestion: capture new positions from all tracked wallets
Continuous: Market refresh: update prices, volume, and settlement status
As trades land: Pick checks: qualified wallet, price, timing, daily limits; then post and alert
As wallets sell: Close the pick at the wallet's exit; auto-trade sells too
After settlement: Grade picks, update wallet records and performance metrics
Periodic: Discovery: scan for new sharp wallets through multiple channels
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Full Access
- Less than $1 a day — one winning pick can pay for months of access
- +111 units of tracked profit — that's +$11,100 at $100/unit, verified in public
- Zero research needed — the exact pick, odds, and bet size handed to you every day
- Everything included — every sport, every model, every market. No tiers, no upsells