Referenced in financial analytics contexts, likely a report on market trends.
API Access
Est. Price
~$15,000/yr est.
Update Frequency
Daily
Pricing Tiers
1
Regions
1
Quality SignalsB
Freshness
Recently enriched
Complete
75%
API
API Available
Product Overview
Quantitative Data Platform$$
Offering: AI-driven alpha predictive models, systematic trading platforms, and deep factor analytics for global equity markets.
Best for: Quantitative hedge funds and systematic asset managers seeking automated alpha signals and portfolio optimization tools.
Benefits
- Proprietary Deep Factor AI engine evaluating 326 factors per stock
- Broad product suite covering systematic trading
- macro cycles
- and agentic AI
- Real-time API delivery for low-latency trading applications
- Competitive pricing relative to enterprise-grade quantitative data providers
Drawbacks
⚠ Smaller team size may limit bespoke support compared to larger incumbents · ⚠ Limited historical depth for certain niche alternative datasetsProduct Intelligence
Value Score
44
quality per $
Coverage
70
geo × freq × depth
Try-ability
15
ease of trial
Product Details
Use Cases
Systematic tradingportfolio optimizationalpha generationrisk managementcapital allocation
Coverage
Global
Delivery
API
Data Sources
financial exchangesproprietary models
Detected Use Cases
investment researchrisk management
Pricing Tiers
Vedex estimate
~$15,000/yr est.
SUBSCRIPTIONMEDIUM
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Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$15,000/yr est.
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Web Authority
High Authority8 mentions·1 platform
Academic Papers
8 × 8 pts+64
Evidence5 sources
Academic Papers
Dynamic Datasets and Market Environments for Financial ...
by XY Liu · 2023 · Cited by 53 — In this paper, we present FinRL-Meta, a data-centric and openly accessible library that processes dynamic datasets from real-world markets into gym-style ...
Academic Papers
A Market-Informed Dataset for Financial Sentiment ...
In this work, we introduce. FinMarBa, a dataset that reflects actual market re- actions to news, eliminating human-induced biases. We present a ...
Academic Papers
TRADES: Generating Realistic Market Simulations with ...
Synthetic LOB dataset: We release a synthetic LOB dataset composed of the TRADES's generated simulations. We show in the results (section 7.1) ...
Data Dictionary
Expected fields and columns in this data product
About Market Dynamics Dataset
Market Dynamics Dataset is an alternative data product offered by 3AI, available on discovery. Data is updated daily. API access is available for programmatic integration. Vedex estimates pricing at roughly $15,000/yr (an estimate, not a vendor-published price).
Referenced in financial analytics contexts, likely a report on market trends.
About 3AI
3AI is a data provider vendor based in UK. 3AI is a leading developer of advanced machine learning & AI techniques used for investment analytics and optimal allocation of capital. The proven, self-learning, alpha-predictive techniques can ...