Crowdsourced financial estimates and consensus data for earnings and economic indicators.
API Access
Est. Price
~$15,000/yr est.
Update Frequency
Real-time
Pricing Tiers
1
Regions
1
Quality SignalsB
Freshness
Recently enriched
Complete
81%
API
API Available
Product Overview
Quantitative Data Platform$$$
Offering: A suite of predictive alpha signals and alternative data feeds, including crowdsourced earnings estimates and sentiment analytics, delivered via API and Databricks for systematic trading.
Best for: Quantitative hedge funds and systematic traders seeking pre-computed alpha signals to integrate into daily portfolio construction workflows.
Benefits
- Diverse signal library covering sentiment
- analyst performance
- and event-driven data
- Seamless integration via Databricks and API for systematic workflows
- High-quality crowdsourced consensus data through Estimize integration
- Actionable
- daily-frequency signals ready for immediate backtesting
Drawbacks
⚠ Limited breadth of raw alternative data compared to large-scale data aggregators · ⚠ Smaller team size may result in slower custom data onboarding or support compared to enterprise incumbentsProduct Intelligence
Value Score
45
quality per $
Price Position
P20
below avg
Coverage
75
geo × freq × depth
Try-ability
15
ease of trial
Market concentration: 100% (concentrated — few vendors)
Product Details
Use Cases
investment researchportfolio analyticsearnings prediction
Categories
Quantitative SignalsFinancial AnalyticsSentiment AnalysisAlternative Data
Coverage
Global
Delivery
API
Detected Use Cases
investment researchrisk management
Pricing Tiers
Vedex estimate
~$15,000/yr est.
SUBSCRIPTIONMEDIUM
Add to Data Room
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$15,000/yr est.
Request a sample directly from ExtractAlpha.
Web Authority
High Authority19 mentions·5 platforms
Academic Papers
11 × 8 pts+80
LinkedIn
5 × 2 pts+10
Reddit
1 × 3 pts+3
Twitter / X
1 × 2 pts+2
linkedin company
1 × 1 pts+1
Evidence5 sources
Academic Papers
Effects of FinTech and Crowdsourced Forecasting on Firms
by E Sul · 2020 · Cited by 9 — This paper examines whether and how coverage from a unique crowdsourced financial estimates platform, Estimize, affects firms.
Academic Papers
Financial Prediction Markets: A New Measure of Earnings ...
Another part of this literature seeks to address the issues by relying on crowdsourced earnings forecasts from. Estimize (e.g., Jame et al., ... dataset.
Academic Papers
What Does ChatGPT Make of Historical Stock Returns? ...
by S Chen · 2024 · Cited by 27 — ranking stocks that is hosted by Estimize. Forcerank organizes weekly competitions in which participants rank a list of ten stocks according to their ...
Data Dictionary
Expected fields and columns in this data product
About Estimize
Estimize is a quantitative signals data product offered by ExtractAlpha, available on discovery. Data is updated real-time. API access is available for programmatic integration. Vedex estimates pricing at roughly $15,000/yr (an estimate, not a vendor-published price).
Crowdsourced financial estimates and consensus data for earnings and economic indicators.
About ExtractAlpha
ExtractAlpha is a data provider vendor based in Hong Kong. ExtractAlpha is a financial data and analytics firm that specializes in creating predictive alpha signals for institutional investors. By leveraging alternative data sources and quantitative research,...
Related Data Categories
Quantitative SignalsFinancial AnalyticsSentiment AnalysisAlternative Data