Polymarket Journalist dives deep into the data-driven world of Polymarket trading, combining AI insights with meticulous market analysis. Equipped with a passion for uncovering trends and spotting insider activity, they transform complex metrics into actionable knowledge. Always trading, always learning, they live and breathe prediction markets.
Traded more times than they've blinked today—if analyzing charts was an Olympic sport, they'd sleep on a podium surrounded by spreadsheets and algorithm outputs.
Building an AI-powered analytics platform like Polysights, delivering cutting-edge, real-time trade insights and insider detection to elevate the entire Polymarket community.
To decode and disseminate sophisticated market intelligence that empowers traders to make smarter, data-backed decisions in the fast-paced world of Polymarket.
They value transparency, accuracy, and the power of artificial intelligence to elevate human decision-making in trading. They believe that mastering data and spotting patterns is key to unlocking financial success and market fairness.
Exceptional analytical skills, a talent for synthesizing complex AI-driven metrics into clear insights, and a commitment to transparency and accuracy in trading information.
Can be so wrapped up in data and metrics that they might forget casual engagement or miss opportunities to connect with a wider audience beyond hardcore traders.
To grow your audience on X, simplify some of the technical jargon with approachable threads explaining key trading concepts, sprinkle in witty commentary on market moves, and engage actively with your followers' questions to foster a community that balances hardcore analysis with relatable content.
Did you know this profile manages a treasure trove of 30+ custom metrics, blending AI tools like Vertex AI, Gemini, and Perplexity to detect insider trading and market trends before anyone else?
Polysights: next-gen analytics platform
Detailed Overview
@Polysights is a platform for Polymarket traders based on AI models, combining over 30 custom metrics with advanced filtering, AI market summaries, and real-time news feeds
------------------------------------------------------------
Polysights powered by AI tools like Vertex AI, Gemini, and Perplexity. Everyone's heard of Gemini, but what about Vertex and Perplexity ?
Vertex AI is a managed machine-learning / artificial-intelligence platform provided by Google Cloud
Perplexity is an AI-powered “answer engine” (search tool) whose goal is to allow users to ask natural language questions and receive concise, referenced answers (with citations) rather than a long list of links
------------------------------------------------------------
Advanced Metrics
Polysights has a number of metrics for professional analysis:
Competitive - the degree to which the price is in line with the consensus
Price Momentum - the rate at which the price is changing
Adjusted Volatility - the volatility of the price, adjusted for the expected range
Volume Turnover - 24 hour volume divided by Open Interest. Measures how much of the open interest turns over daily
Open Interest - 1h/4h/12h/1d
I.P. Bias - the degree to which the price is biased towards informed participants
Volume Momentum - the rate at which the volume is changing
Trend Strength - the degree to which the price is trending
Expected Slippage - estimated price impact based on volume velocity and spread
Open Interest % - 1h/4h/12h/1d
Turnover Ratio - the proportion of the outstanding supply that has changed hands
Normalized Spread - the spread between the bid and ask prices, normalized by the price
Trend Slope - the slope of the trend line
OI Growth Volatility - standard deviation of OI growth rates across different timeframes. Higher values indicate erratic open interest changes
Volume Share - the proportion of the total volume that has occurred at the current price
Resolution Urgency - the degree to which the price is expected to resolve in the near future
Depth-Stress Ratio - open Interest divided by Liquidity, higher values indicate more stress on market depth
Reversal Rate - the rate at which the price is reversing
------------------------------------------------------------
Key Features:
Insider Finder 🔍
Detection of suspicious activity: new wallets, abnormal transactions, and potential insider trading behaviors. Detailed metrics highlight irregular movements
AI-Powered Top Trader Analysis 🤖
Breakdown of leading traders’ strategies. Analysis covers behavior, trade frequency, risk levels, and recurring profitable patterns
Realized PnL Tracking 📓
Detailed tracking of closed positions. Profitable and unprofitable trades are shown separately, with aggregated performance statistics
Recent Trades Feed 💹
Real-time feed of executed trades. Displays buy and sell activity with direct links to on-chain data (Polygonscan, Polymarket)
News-Driven Analytics 📰
Integration of live news (Perplexity) with market data. Enables identification of catalysts and monitoring of sentiment shifts
Market Charts & Visualizations 📊
Interactive price and volume charts with trend indicators. Cross-market comparisons available for premium users
Order Book Interface 📂
Display of market depth: bid/ask prices, spread, volume visualization, and trade activity. Supports precise timing of entries and exits
Comprehensive Market Data 🗒️
Market table with 30+ columns of real-time data. Includes proprietary metrics, category filters, multi-column filtering, and search by name or URL
Arbitrage & Trading Metrics 🧑💼
Monitoring of real-time price discrepancies. Access to detailed metrics for decision optimization
AI Insights & Analytics 💡
AI-driven analysis for trend prediction and strategy development based on comprehensive datasets
------------------------------------------------------------
Use Cases 💼👨💼
Insider Finder 🔍
Spot sudden inflows from new wallets before news hits
Flag suspicious trades for compliance review
Catch repeated wallet patterns that hint at wash trading
AI-Powered Top Trader Analysis 🤖
Copy strategies by studying top traders’ entry/exit rules
Profile risk: drawdowns, sizing, and trade frequency
Benchmark your own stats against the most profitable
Realized PnL Tracking 📓
Validate if a strategy actually works after fees
Track how much slippage eats into profits
Get clean weekly/monthly PnL performance reports
Recent Trades Feed 💹
Watch big trades to gauge real liquidity
Verify fills instantly on-chain
Spot momentum by following spikes in trade flow
News-Driven Analytics 📰
Trade catalysts the moment news breaks
Adjust risk when sentiment flips
Track events and tie them to volatility shifts
Market Charts & Visualizations 📊
Test setups visually with indicators overlaid
Compare assets side by side for pair strategies
Review your entries and exits directly on charts
Order Book Interface 📂
Plan entries by reading depth and liquidity
Size orders only when spreads are tight
Detect spoofing from rapid order adds/cancels
Comprehensive Market Data 🗒️
Screen markets by liquidity, volatility, or custom scores
Export datasets for backtesting and research
Use multi-column filters to build conditional rules
Arbitrage & Trading Metrics 🧑💼
Catch real-time price gaps across markets
Rank arbitrage plays by spread and cost
Simulate profit after fees before executing
AI Insights & Analytics 💡
Get ranked trade candidates with probability scores
Detect regime shifts: trending, choppy, or volatile
Run auto-tests to see which factors drive returns
------------------------------------------------------------
Team
Polysights - official account
tre_poh - founder
joostienXD - boss of the gym
------------------------------------------------------------
Guys, that's all for now, sorry there are no pictures, I'm really tired of looking for information :(
Polysights: next-gen analytics platform
Detailed Overview
@Polysights is a platform for Polymarket traders based on AI models, combining over 30 custom metrics with advanced filtering, AI market summaries, and real-time news feeds
------------------------------------------------------------
Polysights powered by AI tools like Vertex AI, Gemini, and Perplexity. Everyone's heard of Gemini, but what about Vertex and Perplexity ?
Vertex AI is a managed machine-learning / artificial-intelligence platform provided by Google Cloud
Perplexity is an AI-powered “answer engine” (search tool) whose goal is to allow users to ask natural language questions and receive concise, referenced answers (with citations) rather than a long list of links
------------------------------------------------------------
Advanced Metrics
Polysights has a number of metrics for professional analysis:
Competitive - the degree to which the price is in line with the consensus
Price Momentum - the rate at which the price is changing
Adjusted Volatility - the volatility of the price, adjusted for the expected range
Volume Turnover - 24 hour volume divided by Open Interest. Measures how much of the open interest turns over daily
Open Interest - 1h/4h/12h/1d
I.P. Bias - the degree to which the price is biased towards informed participants
Volume Momentum - the rate at which the volume is changing
Trend Strength - the degree to which the price is trending
Expected Slippage - estimated price impact based on volume velocity and spread
Open Interest % - 1h/4h/12h/1d
Turnover Ratio - the proportion of the outstanding supply that has changed hands
Normalized Spread - the spread between the bid and ask prices, normalized by the price
Trend Slope - the slope of the trend line
OI Growth Volatility - standard deviation of OI growth rates across different timeframes. Higher values indicate erratic open interest changes
Volume Share - the proportion of the total volume that has occurred at the current price
Resolution Urgency - the degree to which the price is expected to resolve in the near future
Depth-Stress Ratio - open Interest divided by Liquidity, higher values indicate more stress on market depth
Reversal Rate - the rate at which the price is reversing
------------------------------------------------------------
Key Features:
Insider Finder 🔍
Detection of suspicious activity: new wallets, abnormal transactions, and potential insider trading behaviors. Detailed metrics highlight irregular movements
AI-Powered Top Trader Analysis 🤖
Breakdown of leading traders’ strategies. Analysis covers behavior, trade frequency, risk levels, and recurring profitable patterns
Realized PnL Tracking 📓
Detailed tracking of closed positions. Profitable and unprofitable trades are shown separately, with aggregated performance statistics
Recent Trades Feed 💹
Real-time feed of executed trades. Displays buy and sell activity with direct links to on-chain data (Polygonscan, Polymarket)
News-Driven Analytics 📰
Integration of live news (Perplexity) with market data. Enables identification of catalysts and monitoring of sentiment shifts
Market Charts & Visualizations 📊
Interactive price and volume charts with trend indicators. Cross-market comparisons available for premium users
Order Book Interface 📂
Display of market depth: bid/ask prices, spread, volume visualization, and trade activity. Supports precise timing of entries and exits
Comprehensive Market Data 🗒️
Market table with 30+ columns of real-time data. Includes proprietary metrics, category filters, multi-column filtering, and search by name or URL
Arbitrage & Trading Metrics 🧑💼
Monitoring of real-time price discrepancies. Access to detailed metrics for decision optimization
AI Insights & Analytics 💡
AI-driven analysis for trend prediction and strategy development based on comprehensive datasets
------------------------------------------------------------
Use Cases 💼👨💼
Insider Finder 🔍
Spot sudden inflows from new wallets before news hits
Flag suspicious trades for compliance review
Catch repeated wallet patterns that hint at wash trading
AI-Powered Top Trader Analysis 🤖
Copy strategies by studying top traders’ entry/exit rules
Profile risk: drawdowns, sizing, and trade frequency
Benchmark your own stats against the most profitable
Realized PnL Tracking 📓
Validate if a strategy actually works after fees
Track how much slippage eats into profits
Get clean weekly/monthly PnL performance reports
Recent Trades Feed 💹
Watch big trades to gauge real liquidity
Verify fills instantly on-chain
Spot momentum by following spikes in trade flow
News-Driven Analytics 📰
Trade catalysts the moment news breaks
Adjust risk when sentiment flips
Track events and tie them to volatility shifts
Market Charts & Visualizations 📊
Test setups visually with indicators overlaid
Compare assets side by side for pair strategies
Review your entries and exits directly on charts
Order Book Interface 📂
Plan entries by reading depth and liquidity
Size orders only when spreads are tight
Detect spoofing from rapid order adds/cancels
Comprehensive Market Data 🗒️
Screen markets by liquidity, volatility, or custom scores
Export datasets for backtesting and research
Use multi-column filters to build conditional rules
Arbitrage & Trading Metrics 🧑💼
Catch real-time price gaps across markets
Rank arbitrage plays by spread and cost
Simulate profit after fees before executing
AI Insights & Analytics 💡
Get ranked trade candidates with probability scores
Detect regime shifts: trending, choppy, or volatile
Run auto-tests to see which factors drive returns
------------------------------------------------------------
Team
Polysights - official account
tre_poh - founder
joostienXD - boss of the gym
------------------------------------------------------------
Guys, that's all for now, sorry there are no pictures, I'm really tired of looking for information :(
Documenting my journey into AI.
From non-coder to..⁉️
Sharing simple explanations & exploring the world of 'vibe coding'.
Tweets on AI, learning, & the process
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Interactive polls or debates around the implications of his data could boost engagement and broaden appeal without compromising his analytical brand."},"created":1763479546610,"type":"the analyst","id":"peterj_walker"},{"user":{"id":"1877875122687639552","name":"MIM","description":"Web3 Researcher • Crypto Content Creator","followers_count":3316,"friends_count":2887,"statuses_count":49638,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1975610460729675776/BScItwPB_normal.jpg","screen_name":"WEB3MIM","location":"WEB3","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"MIM is a prolific Web3 researcher and crypto content creator, passionately dissecting the intricacies of blockchain projects and delivering insightful, data-backed commentary. With nearly 50,000 tweets, MIM thrives on providing clarity in the decentralized chaos, making complex crypto concepts accessible and actionable. 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They advocate for smart, strategic investing over hype, and believe in sharing knowledge to elevate the community.","facts":"Fun fact: Despite not flaunting their follower count, Obsidian Capital consistently highlights nuanced tech investment narratives — like critiquing specific chip rentals and AI infrastructure demand — showcasing a precision-focused approach rather than chasing broad virality.","strength":"Their greatest strength lies in combining deep industry knowledge with a clear, confident voice that cuts through the noise, attracting serious investors hungry for real alpha insights.","weakness":"Sometimes their highly specialized tech jargon and detailed analysis might intimidate casual followers or come across as a bit niche, limiting broader mass appeal and engagement.","roast":"You’ve got enough niche footnotes in your tweets to put a PhD thesis to shame—if only your following was as hefty as your tech specs, you’d be running a hedge fund instead of a Twitter account.","win":"Successfully sparked high-engagement conversations around mega cap tech stocks and AI infrastructure, positioning themselves as a go-to voice for thoughtful, data-driven investment insights.","recommendation":"To grow their audience on X, Obsidian Capital should balance their deep dives with occasional simplified, relatable content or investing tips that invite wider discussion and retweets. Leveraging threads to break down complex tech topics could also foster community engagement and increase shareability."},"created":1763465563109,"type":"the analyst","id":"obsidiancap1"},{"user":{"id":"1737595658909908992","name":"Ravi | ML Engineer","description":"Freelance ML Engineer | Fixing AI products with MLOps","followers_count":1222,"friends_count":261,"statuses_count":6855,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1983911680657473536/yIgKdn0P_normal.jpg","screen_name":"RaviRaiML","location":"Toronto, ON 🇨🇦","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"ravinderrai.com","expanded_url":"https://ravinderrai.com","url":"https://t.co/cSPDGQswR7","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"Ravi is a meticulous Machine Learning Engineer who excels at breaking down complex AI and ML concepts into relatable insights. 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Efficiency, specialization, and preparation are core tenets of his approach.","facts":"Fun fact: Despite the hype around LLMs, Ravi realized firsthand that success in ML absolutely demands expertise in both traditional methods and the new wave of AI advancements—no shortcuts allowed!","strength":"Ravi’s biggest strength lies in his analytical mindset and ability to translate complex ML concepts and career advice into engaging, digestible content. He’s also adept at identifying key skills and strategies needed for real-world success in ML roles.","weakness":"His detailed and data-heavy approach might come off as too technical or niche for a broader audience, potentially limiting engagement outside the ML community. 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Sharing quick, story-driven successes or challenges could humanize his brand and attract less technical followers, balancing in-depth analysis with approachable content."},"created":1763463653092,"type":"the analyst","id":"raviraiml"},{"user":{"id":"833125417825423360","name":"股夫子","description":"交易就是在不确定中寻找确定性。而这个不确定性和确定性就是概率和人性这两者就是市场交易的底层逻辑。","followers_count":167,"friends_count":45,"statuses_count":1352,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1933330250408341511/IGcm3YVM_normal.jpg","screen_name":"toppywang","location":"免费会员群地址：","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"t.me/+uExGhso0YekyN…","expanded_url":"https://t.me/+uExGhso0YekyNmE1","url":"https://t.co/MI5kvJngTA","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"股夫子 is a methodical trader who dissects market uncertainty to uncover patterns governed by probability and human psychology. 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Tanay trusts that insight combined with wit can foster smarter, more informed communities.","facts":"Fun fact: Tanay once spotlighted a Wells Fargo analyst who ordered the same burrito bowl 75 times across NYC Chipotles just to prove portion inconsistency—talk about dedication to detail and love for quirky data experiments!","strength":"Exceptional at breaking down complex tech and business topics into digestible, entertaining content that sparks curiosity and engagement. His analytical mind is coupled with a distinctive voice that resonates across his network.","weakness":"Occasionally, his high volume of tweets (over 15,000!) might dilute the impact of his best insights, risking follower fatigue or missing the mark on consistently targeted engagement.","roast":"With the energy of someone ordering the same burrito 75 times, Tanay’s tweet storm approach might make you wonder if he’s just trying to win the 'most tweets per minute' contest while your notifications file a formal complaint.","win":"His top tweet highlighting New York’s restaurant reservation secondary market earning $70-80K annually captivated millions, blending surprise, social commentary, and entrepreneurial insight—a perfect recipe for viral success.","recommendation":"To amplify growth on X, Tanay should leverage Twitter Spaces or threaded deep-dives on emerging AI trends to create more interactive, community-driven content. Engaging followers with polls, Q&As, and data visualizations will boost retention and expand his influence beyond quick hit tweets."},"created":1763461756323,"type":"the analyst","id":"tanayj"},{"user":{"id":"1143440468","name":"Cliff Torus","description":"The way that can be wayed is not the way.\n\nDonations:\nhttps://t.co/ylhjrV9RXd","followers_count":522,"friends_count":311,"statuses_count":12758,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1940111172159569920/MTylI9xc_normal.jpg","screen_name":"EasternDaylight","location":"Earth","entities":{"description":{"urls":[{"display_url":"commerce.coinbase.com/checkout/fc87e…","expanded_url":"https://commerce.coinbase.com/checkout/fc87e8ae-90ef-481e-85bb-3f51d2ae742e","url":"https://t.co/ylhjrV9RXd","indices":[54,77]}]}}},"details":{"type":"The Analyst","description":"Cliff Torus is a deep thinker who sees beyond the surface, navigating complexities in AI, data, and digital patterns with a critical eye. His feed serves as a treasure trove for curious minds interested in the hidden mechanics behind technology and information curation. Though philosophical in tone, he actively shares high-level tech discoveries and insights that challenge mainstream narratives.","purpose":"Cliff's life purpose revolves around uncovering hidden truths and illuminating the biases in technology and AI, empowering others to think critically and question accepted realities. He aims to foster a deeper understanding of how knowledge is constructed and controlled in the digital age.","beliefs":"He believes that truth is multi-layered and often obscured by selective curation and ideological filters. Cliff trusts in intellectual rigor, skepticism, and transparency as the foundations of knowledge, rejecting dogma and sanitized narratives.","facts":"Fun fact: Cliff has tweeted over 12,700 times, showing his relentless passion for sharing insights and engaging with complex ideas. Despite a modest visible following, he continuously contributes to conversations around AI bias and information theory.","strength":"His greatest strength lies in his analytical mindset and ability to synthesize technical jargon and philosophical concepts into engaging content. Cliff also demonstrates keen vigilance against misinformation and a talent for detecting subtle biases.","weakness":"On the flip side, Cliff’s dense and abstract style can sometimes alienate casual followers or limit broader audience growth, especially without more relatable or simplified content.","roast":"Cliff talks about AI hallucinating truths, but with 12,700 tweets, sometimes it feels like he’s hallucinating followers instead—maybe sprinkle in a meme or two to make these tech essays a little less like a doctoral thesis defense?","win":"A remarkable achievement for Cliff is his ability to maintain a high volume of thoughtful, niche content in a fast-moving social media space, positioning himself as a subtle yet consistent voice on AI bias and epistemology.","recommendation":"To grow his audience on X, Cliff should embrace more interactive formats like polls or threads that break down his complex ideas into bite-sized, shareable insights. 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I don't understand how @PolymarketTrade hasn't given this guy a badge yet","in_reply_to_user_id_str":"1888961106334334976","in_reply_to_status_id_str":"1980700523234762935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1888961106334334976","name":"gemchanger","screen_name":"gemchange_ltd","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"gemchange_ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1980619102470242397","view_count":61,"bookmark_count":0,"created_at":1761051366000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1577022250301128725","conversation_id_str":"1980611107610865869","full_text":"@gemchange_ltd absolute tier list , needless to say","in_reply_to_user_id_str":"1888961106334334976","in_reply_to_status_id_str":"1980611107610865869","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":1,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[42,72],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1558891006220816386","name":"Alwarez","screen_name":"AlwarezIvan","indices":[0,12]},{"id_str":"1261335549215989760","name":"Polymarket","screen_name":"Polymarket","indices":[13,24]},{"id_str":"1965783030062022656","name":"Polymarket 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respect","in_reply_to_user_id_str":"1558891006220816386","in_reply_to_status_id_str":"1980909534139867141","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[42,68],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1558891006220816386","name":"Alwarez","screen_name":"AlwarezIvan","indices":[0,12]},{"id_str":"1261335549215989760","name":"Polymarket","screen_name":"Polymarket","indices":[13,24]},{"id_str":"1965783030062022656","name":"Polymarket 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