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Features in Options Pricing and Risk Systems
for Market Making/Proprietary Trading
Specialized tools for calculating theoretical values of options, managing greeks (delta, gamma, theta, etc.), and optimizing options trading strategies.
We ask vendors to mark their product against our feature list. It is not available for all products and in some cases we have derived data from publicly available sources. The list of features follows. Vendors can add a further 10 key features of their own.
Compliance & Audit
Regulatory and compliance features built around surveillance, controls, and traceability.
- Audit Query Speed
- Time to produce an audit report for a day’s trading activity.
- Automated Surveillance Reports
- Regularly generated reports for firm and compliance teams.
- Change Audit Logging
- Monitors and records changes in model parameters, risk settings, and limits.
- Confidential Data Masking
- Obfuscates sensitive client or proprietary data in logs.
- Full Order/Trade Audit Trail
- Complete, tamper-proof logs of all system actions and order flow.
- Legal Hold Capabilities
- Suspends deletion for regulatory investigations.
- Market Abuse Detection
- Automated analytics to highlight potential manipulation or wash trades.
- Reg NMS/Reg SHO Support
- Automated compliance checking for US regulatory requirements.
- Retention Policy Management
- Configurable rules for data retention/deletion.
- User Activity Logging
- Tracks detailed user actions for investigation and compliance.
Configurability & Customization
Degree to which the system allows tailor-made settings, workflows, and logic based on firm needs.
- Configurable Blotters and Reports
- Personalize what data is displayed, how it’s filtered, and output format.
- Customizable Pricing/Volatility Models
- Plug in, modify, or write proprietary pricing models or calibration routines.
- Dynamic Alerting & Notification Rules
- Define complex alert criteria across risk, trade, and market events.
- Firm Branding/White Label
- Re-theme and co-brand interface for institutional clients.
- Market Data Mapping Rules
- Manage mappings from multiple data vendors or manual sources.
- Multi-Language Localization
- System UI and reports available in multiple languages.
- Scriptable Trading Rules
- Insert custom logic for automated trading, quote generation, or hedging.
- Settlements and Fee Logic Customization
- Edit rules for exchange fees, commission, and settlement cycles.
- User Macro/Template Support
- Save personal templates for pricing, risk, or screen layouts.
- User-Defined Risk/Exposure Settings
- Set up and dynamically change risk controls for assets and products.
Connectivity & Integration
Features ensuring seamless interaction with markets, clearing firms, and internal systems.
- API Rate Limit
- Number of supported API calls per minute.
- Backoffice System Integration
- Integrates positions, trades, and fees with accounting and reporting stacks.
- Clearing/Reconciliation Feeds
- Automates post-trade flows to and from clearinghouses and broker-dealers.
- Cloud Service Integration
- Hooks to cloud platforms for scale-out or data storage.
- Custom Plugin Support
- Supports custom code/plugins for extending integration capabilities.
- Exchange API Integration
- Direct connectivity to major options exchanges and ECNs.
- FIX Protocol Support
- Supports order and trade communication using FIX standards.
- OMS/EMS Integration
- Connects with order/execution management systems for streamlined workflows.
- Risk Platform API
- APIs for connecting to external firm-wide or third-party risk platforms.
- Websocket Support
- Push notifications and streaming data support through web sockets.
Market Data Integration
Features supporting ingestion, management, and normalization of real-time and historical market data.
- Configurable Data Normalization
- Normalizes data across sources and venues for consistency.
- Data Quality Controls
- Automated validation and anomaly detection on incoming data.
- Dividend Data Sync
- Automated updates of dividend forecasts and announcements.
- EOD Data Support
- Handles end-of-day updates and corporate actions.
- Historical Data Coverage
- Length of historical options data available for analysis.
- Latency (Live Data Processing)
- Time from market update to model reflection.
- Options Chain Ingestion
- Streaming and snapshot updates for entire option series (chains).
- Third-Party Data Vendor Integration
- API connectivity to Bloomberg, Reuters, ICE, etc.
- Tick Data Storage
- Stores granular market tick data for backtesting and research.
- Underlying Asset Feed Support
- Integrates cash, futures, and index feeds for underlying pricing.
- Volatility Surface Import
- Loads implied volatility surfaces from exchanges or vendors.
Performance & Scalability
System capabilities for handling speed, volume, and concurrent workloads in institutional trading.
- Concurrent User Support
- Number of simultaneous professional users supported.
- Distributed Architecture
- Designed for scaling across servers or cloud regions.
- Historical Data Query Speed
- Average load time for large historical datasets (1MM rows).
- Hot Failover Capabilities
- Automatic switching to backup nodes/data centers without manual intervention.
- Latency Consistency
- Consistency of time-to-action under peak load.
- Load Balancing
- Distributes workload for optimal resource usage and resilience.
- Order Throughput
- Maximum new or modified orders processed per second.
- Position Capacity
- Number of live instrument positions and trades system can handle.
- Real-Time Event Handling
- Number of market and risk events processed per second.
- Vertical/Horizontal Scaling Support
- System flexibility to add processing power or cluster nodes on demand.
Pricing Calculations
Core features for accurately valuing options and derivatives using various pricing models.
- Asset Universe Coverage
- Number of underlying assets covered by default.
- Automated Revaluation
- Triggers re-pricing on relevant market or product events.
- Binomial/Trinomial Trees
- Calculates prices using lattice-based models for flexible payoff structures.
- Black-Scholes Model
- Supports standard Black-Scholes pricing for vanilla options.
- Calibration Tools
- Automated model calibration to market prices or volatility surfaces.
- Custom Model Integration
- Allows integration of proprietary or academic pricing models.
- Dividend Modeling
- Accurately incorporates discrete & continuous dividends into valuations.
- Grid Speed
- Average time to calculate prices for 1,000 options.
- Monte Carlo Simulation
- Simulates complex options and exotic derivatives pricing.
- Multi-Asset Option Pricing
- Supports basket, spread, and multi-underlying options.
- OTC Product Support
- Handles pricing for bespoke/OTC derivatives.
- Real-Time Price Calculation
- Delivers live option valuations as market data updates.
- Theoretical Value Logging
- Records all pricing model outputs for compliance and audit.
- Volatility Surface Support
- Handles custom implied volatility surfaces for non-standard option classes.
Risk Management & Analytics
Features that measure, manage, and report trading and portfolio risks (Greeks and beyond).
- Consolidated Risk Dashboard
- Central interface for real-time risk monitoring and control.
- Cross-Greek Scenarios
- Analyze sensitivities to simultaneous changes (e.g., delta-gamma hedges).
- Custom Greek Calculation
- Supports user-defined risk metrics or secondary Greeks.
- Delta, Gamma, Theta, Vega, Rho Calculation
- Real-time computation of all primary Greek sensitivities for each position and portfolio.
- Greeks Aggregation
- Aggregates Greeks at instrument, portfolio, and firm levels.
- Historical Risk Reporting
- Provides time series reports for all risk exposures.
- Limit Monitoring
- Real-time risk limit breach detection and alerting.
- Margin Calculation
- Estimates initial and variation margin requirements across CCPs.
- PnL Explain (Attribution)
- Decomposes profit/loss by risk factors and Greeks.
- Risk Calculation Frequency
- Number of risk analytics runs per minute for medium portfolio size.
- Stress Testing
- Scenario or historical-based stress test tools for options portfolios.
- VaR Calculation
- Value-at-Risk metrics specific to options portfolios.
- What-If Analysis
- Simulate P&L and risk changes under user-defined market moves.
Security & Permissions
Essential features protecting access to sensitive data and trading functionality.
- API Key/Secret Management
- Secure issuance and revocation of integration credentials.
- Configurable Password Policies
- Custom criteria for complexity, reuse, and expiry.
- Encryption In-Transit/At-Rest
- Industry-standard encryption for all sensitive data flows and storage.
- Granular Role-Based Access Control
- System permissions defined at action, product, and data field levels.
- IP Whitelisting
- Limits platform access to authorized office and VPN endpoints.
- Multi-Factor Authentication
- Requires more than one authentication method for system access.
- Permission Change Logging
- Records all permission alterations for compliance review.
- Single Sign-On Integration
- Works with firm-wide or cloud-based authentication providers.
- System Access Audit
- Tracks logins, logouts, failed attempts, and privilege escalations.
- User Session Timeout
- Automatic logout after periods of inactivity.
Strategy & Automation
Tools for building, testing, and automating option market making and proprietary trading strategies.
- Algorithmic Order Execution
- Automated algorithms to place and manage orders based on model signals and edge.
- Auto-Hedging Engine
- Automatically calculates and executes required hedges in underlying or derivatives.
- Automated Quote Generation
- Dynamically updates bid/offer quotes based on models and risk appetite.
- Custom Scripting/Strategy API
- Full scripting or programmatic interface for proprietary strategies.
- Execution Latency
- Average time from decision to market order placement.
- Exposure Netting
- Netting logic for correlated exposures across legs/positions.
- Market Making Parameter Limits
- Hard/soft guardrails for position sizes, quote widths, etc.
- Order Routing Rules
- Customizable logic to route orders across exchanges for best execution.
- Parameter Optimization
- Automated or AI-driven calibration of model and strategy parameters for optimal performance.
- Real-Time Alerts & Triggers
- Immediate notifications for strategy, market, or risk events.
- Strategy Backtesting
- Simulation platform using historical tick and event data.
- Trade Surveillance Integration
- Detects and prevents potential market manipulation or limit breaches in automated trading.
Support, Maintenance & Documentation
Key support services and documentation resources for reliable institutional operations.
- 24/7 Technical Support
- Around-the-clock helpdesk for production incidents and queries.
- Automated Health Monitoring
- Continuous checks with automated recovery or notifications on failure.
- Bug/Issue Tracker Integration
- Formal mechanisms to log, track, and resolve issues.
- Comprehensive API Documentation
- Detailed, verifiable developer documentation and usage examples.
- Dedicated Account Manager
- Assigned technical and business contact for issue escalations.
- Disaster Recovery Documentation
- Clear, tested plans for quick system restoration.
- Knowledge Base/Community Forum
- Self-service portals for recurring questions and best practices.
- Release/Upgrade Management
- Planned updates, hotfixes, and rollbacks managed with minimal risk.
- Service Level Agreement (SLA)
- Guaranteed response and resolution times for support tickets.
- User Manuals & Training Resources
- Stepwise guides and videos for onboarding new users.
User Experience & Visualization
Features focusing on usability, visualization, and workflow efficiency for traders and quants.
- Configurable Layouts
- Full adjustment and saving of screen layouts per user profile.
- Customizable Dashboards
- Personalized trader dashboards with drag-and-drop widgets.
- Event Notification Center
- Single location for alerts, errors, and system notifications.
- Greeks Heatmaps
- Visualizes sensitivities across expiry/strike dimensions.
- Keyboard Shortcuts
- Accelerates key workflows for power users.
- Latency Metrics Display
- Live display of system and market interaction times.
- Order Blotter
- Live monitoring of all orders and executions.
- Scenario Visualizer
- Graphical tools for market move impact previews.
- Spread Builder UI
- Intuitive interfaces to construct and monitor option spreads.
- Theming/Dark Mode
- Supports multiple themes for ergonomic preference.