ExtractAlpha

@systematicls Thank you for highlighting the @Estimize dataset by @ExtractAlpha! Yup - 15 years of PiT crowdsourced financial forecasts

Today’s article is a particularly interesting dataset for those of you working in the equities space. We have a dataset that represents a live market for forward expectations, where its core product is actually a point-in-time (PIT) history of crowdsourced quarterly EPS and revenue estimates from a large panel of contributors!

Not all analysts have the same track record … and those differences persist over time. Some analysts consistently produce more accurate, timely forecasts, while others do not. Curious which analysts actually earn their weight? Let’s show you: tinyurl.com/mr4n2ct6

Analyst Model has delivered 25–30% annualized top-minus-bottom decile returns across regions (before transaction costs), with consistent performance across market regimes. Want to see which forecasts deserve more weight? We’ll walk you through it: tinyurl.com/mr4n2ct6

Multi-manager teams don’t struggle with ideas, they struggle with inconsistent signals. When different desks interpret earnings calls differently, conviction fractures and execution slows. Get a tried-and-true transcript signal across strategies: tinyurl.com/3pdu5z4m

Most portfolios still crowd US signals. Japan gets less attention, and that’s where opps live. We’ve built Japan-native signals across news, earnings, product demand, and sell-side dynamics to find what others miss. Get our Japan Research Note: tinyurl.com/ypxxsfpc

Analyst Model Global transforms sell-side forecasts into a consistently predictive stock selection signal. Combines TrueBeats surprise predictions, analyst revisions, ratings dynamics, and post-earnings effects. Request white paper: tinyurl.com/mr4n2ct6

2025 brought new markets, broader datasets, and deeper research capabilities at ExtractAlpha. Our Year-in-Review blog post captures key developments: tinyurl.com/447f3nmc #Quant #AltData #Alpha #ExtractAlpha #FinTwit

Estimize CEO Vinesh Jha on the imperfect wisdom of generative AI in financial analysis: where things stand today and where they need to go for AI to make a real impact. interactivebrokers.com/campus/ibkr-qu… #FinTech #aiinvestment

ExtractAlpha’s predictive signals help you react to volatile markets with more confidence. Better quant investing starts here. Check out our best signals: tinyurl.com/4efhebcn #Quant #AltData #Alpha #ExtractAlpha #FinTwit

Not all signals are created equal. Ours are built for performance and rigorously tested. See how ExtractAlpha helps quants trade with conviction. Learn more: tinyurl.com/34bzsd6w

This holiday season, we're reflecting on the milestones we've achieved together and the exciting journey ahead. May your holidays be filled with warmth, laughter, and wonderful moments with loved ones. Cheers to a bright 2025!

@ExtractAlpha Join 120,000+ analysts and investors using @Estimize to predict earnings with precision. Leverage collective intelligence for better trading results. Get a free 21-day trial to Estimize Premium: tinyurl.com/5x8vw5pr

@Estimize @IBKR published Part II in the series featuring ExtractAlpha CEO, @vineshjha_quant. Read how Estimize’s "give-to-get" model drives forecasting innovation: interactivebrokers.com/campus/ibkr-qu…

@IBKR published Part II in the series featuring ExtractAlpha CEO, @vineshjha_quant. Read how Estimize’s "give-to-get" model drives forecasting innovation: interactivebrokers.com/campus/ibkr-qu…

Get reliable alpha with ExtractAlpha’s Analyst Model. High Sharpe ratios and low drawdowns offer a powerful edge. Request a white paper: tinyurl.com/y7jyex5k #institutionalTrading, #MarketAnalysis, #HedgeFunds, #QuantitativeTrading, #PortfolioManagement, #TradingStrategies

@nope_its_lily We saw it!

Many thanks to @ATeamInsight for naming ExtractAlpha the Best Data Analytics Provider in the 2024 USA Data Management Insights Awards. We're thrilled to receive this recognition. Learn more about our expanding list of trading signals: tinyurl.com/bdh4r8xj

Learn how to unlock the power of NLP with sentiment-based signals from ExtractAlpha in our latest blog post: tinyurl.com/3bjarpzj #Quant #TradingSignals

Want a faster, more efficient way to onboard new external alternative datasets? After 10 years serving institutional trading teams, we have a GREAT system. Explore our signals, then contact us for more information. tinyurl.com/hzac6hta

At last month's @DollarEagle conference, we presented potential surprises for #AAPL, #MSFT, #AMZN, and #GOOGL ... reported earnings now show that our signals were both directionally accurate and closer to the actual than the Wall Street consensus. tinyurl.com/4fnyxdk7