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at Financial Technnology Year
Supports development and automated execution of market making algorithms in equities, FX, futures, options, and cryptocurrencies. Features include pricing models, order book management, and real-time analytics.
Software implementing strategies for providing liquidity while managing inventory risk across various market conditions.
More Automated Market Making Algorithms
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Order Entry Speed The time required to submit an order into the market from the system. |
No information available | |
Order Modification Supports on-the-fly modification of existing live orders. |
Order book and live order management are core to market making engines such as AlgoTrader. | |
Order Cancellation Speed The time required to cancel an existing order from the market. |
No information available | |
Bulk Order Handling Ability to handle large volumes of order messages per second. |
No information available | |
Order Routing Flexibility Supports routing orders to multiple venues or exchanges. |
Supports connectivity to multiple venues/exchanges including traditional and crypto. | |
Iceberg/Reserve Orders Supports submission of partial-displayed (iceberg) orders. |
Reservable/iceberg orders are widely available in modern MM engines, including AlgoTrader for listed markets. | |
Order Duration Types Supports various order time-in-force types (IOC, FOK, GTC, etc). |
Supports time-in-force logic as referenced in their documentation. | |
Automated Order Throttling Limits order rate automatically to comply with venue or regulatory constraints. |
No information available | |
Order State Tracking Maintains real-time states of all active, pending, and completed orders. |
Maintaining order state and analytics is a described key feature. | |
Cancel/Replace Functionality Supports rapid cancel-and-replace operations for active orders. |
No information available | |
Cross-venue Synchronization Synchronizes order book across all accessed venues. |
Supports cross-exchange and cross-venue trading implying state synchronization. | |
Order Sequencing Consistency Maintains order of operations for audit and disaster recovery. |
No information available | |
Quote Chasing Prevention Automatically stops quote adjustments to prevent unnecessary market noise. |
No information available |
Dynamic Spread Adjustment Automatically widens or narrows spreads based on market volatility. |
Pricing models and dynamic spread features are advertised. | |
Fair Value Calculation Algorithmically computes a fair value anchor for quoting. |
Describes fair value calculation as part of model design. | |
Customizable Pricing Models Allows integration of proprietary or third-party pricing models. |
Documentation mentions proprietary/pricing model plug-in support. | |
Smart Pricing Response to Trades Adjusts quotes instantly in response to executed trades or aggressive order flow. |
Engine is built for high-frequency, instantly re-adjusting quotes after trades. | |
Quote Frequency Number of quote updates per second system can handle. |
No information available | |
Latency Sensitivity Adaptation Adapts quoting speed and aggressiveness based on latency measurements. |
No information available | |
Multi-Asset Quoting Supports simultaneous quoting across multiple symbols or asset classes. |
Supports market making in several asset classes, indicating multi-asset quote capability. | |
Auto-Quote Pausing Pauses quoting in response to failed checks or detected anomalies. |
No information available | |
External Reference Integration Uses external prices or indices for quoting (e.g., consolidated tape, futures fair value). |
Integration with indices and consolidated reference prices is supported for quoting. | |
Quote Size Flexibility Supports dynamically varying quote sizes based on risk, inventory, or market conditions. |
Supports variable quote size logic via risk and inventory modules. | |
Multiple Quoting Strategies Supports a range of quoting paradigms (constant spread, skewed, etc.). |
Multiple quoting strategies and paradigms are advertised. | |
Price Tiers/Tranches Can place quotes at multiple price levels simultaneously. |
Supports placing orders at multiple price levels. |
Real-Time Position Monitoring Tracks current net and gross position in real time. |
Real-time inventory and position analytics are core functions. | |
Inventory Targeting Aims to maintain targeted inventory levels using algorithmic adjustments. |
Inventory targeting logic is usually part of MM configuration; supported in AlgoTrader. | |
Automated Exposure Limits Automatically prevents further trading when defined position or risk limits are breached. |
Automated risk and limit checks are referenced in product docs. | |
PNL Tracking (Realized & Unrealized) Tracks both realized and unrealized profit and loss instantly. |
Realized and unrealized PNL tracking is a standard feature. | |
Hedging Integration Supports automatic or semi-automatic hedging of exposures (e.g., with futures or correlated assets). |
Supports hedging of exposures as detailed in documentation (with futures/correlated assets). | |
Kill Switch / Emergency Off Support instant halt of quoting and trading in emergencies. |
Emergency kill switches are typical and described in AlgoTrader documentation. | |
Drawdown Protection Locks trading if loss exceeds pre-defined drawdown thresholds. |
No information available | |
Position Skewing Adjusts spread/skew to encourage flow in desired direction for inventory rebalancing. |
Dynamic skew/spread adjustment logic is described for inventory rebalancing. | |
Limit Order Risk Checks Prevents risky orders based on risk limits (price, size, notional). |
Supports pre-trade risk checks including limit order validations. | |
Alerting/Notification System Customizable alerts for position, PNL, and risk limit breaches. |
Alerts and notifications for risk breaches are mentioned in their analytics. | |
Position Decay Controls Automated position unwinding or reduction as risk increases. |
No information available | |
Intraday & Overnight Limit Separation Different risk settings for intraday versus overnight positions. |
No information available | |
Inventory Valuation Models Utilizes mark-to-market or theoretical pricing for inventory. |
MTM and theoretical pricing engines advertised for inventory valuation. |
Low-Latency Market Data Support Receives and processes exchange market data feeds at minimal latency. |
Low-latency data feeds and adapters for major venues/markets supported by AlgoTrader. | |
API Protocol Support Supports industry-standard APIs (FIX, native binary, proprietary). |
FIX and native API protocol support documented. | |
Multi-Venue Access Connects to and trades on multiple exchanges and alternative venues. |
Connects to multiple venues, including equities, FX, crypto, and derivatives. | |
Redundant Connectivity Offers failover and backup connections to minimize downtime. |
Support for failover connectivity is described as part of operational resilience. | |
Direct Market Access (DMA) Supports direct order entry and receipt of market data from venues. |
DMA is supported for several exchanges/venues. | |
Co-Location Compatibility Designed to run in co-located data centers near exchanges. |
No information available | |
Data Throughput Capacity Handles large inbound/outbound data rates. |
No information available | |
Exchange Drop Copy Integration Accepts drop copy feeds for reconciliation and resilience. |
No information available | |
Protocol Versioning Support Supports multiple or evolving exchange protocol versions. |
No information available | |
Gateway Hot Reload Allows gateway or connection parameters to be updated without downtime. |
No information available | |
Smart Venue Selection/Rerouting Automatically reroutes orders based on venue conditions (latency, quality, fees). |
References automated rerouting for best execution and latency/quality. |
Tick-to-Trade Latency Elapsed time from market data tick receipt to order response. |
No information available | |
Real-Time Depth Handling Processes full order book depth from venues. |
Processes and operates using full market depth/order book. | |
Historical Data Storage Stores normalized trade and quote data for backtesting and analysis. |
Historical data storage is included for backtesting and analytics. | |
Market Data Normalization Standardizes data across different venues/formats. |
Normalizes data feeds from different exchanges for unified analytics. | |
Data Snapshot and Recording Regularly snapshots book state for replay or disaster recovery. |
Market data snapshots and replay features are included for disaster recovery and backtesting. | |
Quote/Trade Event Filtering Filters or rate-limits market data events to avoid information overload. |
No information available | |
Event-Driven Architecture Handles updates via event-driven programming for responsiveness. |
Built with event-driven architecture for market responsiveness. | |
Market Data Replay Replays data for simulation and forensic purposes. |
Can replay historical data for backtesting and analysis. | |
Data Feed Redundancy Supports failover between multiple independent market data feeds. |
No information available | |
Custom Data Transformation Allows custom calculation or filtering on inbound streams. |
Supports custom inbound/outbound data transformations through plug-ins. |
Strategy Library Supports multiple algorithmic strategies, both built-in and custom. |
Strategy library with pre-built and customizable strategies; extensible by users. | |
Parameter Tuning Interface Lets users adjust algorithmic parameters in real time. |
Parameter tuning interface for strategies is supplied via web and API. | |
Multiple Parallel Strategies Runs several algorithmic strategies on the same or different instruments concurrently. |
Multiple concurrent strategies are promoted as a capability. | |
Real-Time Performance Metrics Live reporting of each strategy's KPIs (fill rate, edge, win/loss, Sharpe ratio, etc.). |
Real-time performance metrics/KPIs part of dashboard and analytics. | |
Strategy Hot Reload Allows algorithmic strategies to be updated without downtime. |
Offers hot reload of strategies (without downtime). | |
Strategy Version Control Tracks changes, rollbacks, and testing for all strategy deployments. |
No information available | |
Risk Profile Per Strategy Supports unique risk and trading limits on a per-strategy basis. |
Enables strategy-specific risk profiles/settings. | |
Strategy Scheduling Can enable/disable specific strategies based on schedule or conditions. |
Scheduling of strategy start/stop is integrated, as per documentation. | |
Backtesting Integration Seamlessly integrates with historical data for offline testing. |
Backtesting fully integrated with historical datasets. | |
Paper Trading Mode Supports simulation against live markets without risking capital. |
Simulated/paper trading mode described for live market connection without risk. |
Real-Time PNL Reporting Instantaneous reporting of mark-to-market and realized PNL. |
Real-time PNL part of analytics dashboard. | |
Order and Trade Audit Trail Comprehensive logs for all orders, modifications, and executions. |
Full audit trail per order/trade is included for compliance. | |
Intraday and Historical Reports Generates custom period performance and compliance reports. |
Intraday and historic reporting available via dashboard/export. | |
Regulatory Reporting Support Builds required reports for regulatory compliance (e.g., MIFID, SEC rules). |
Regulatory reporting referenced for MiFID, SEC, and more. | |
User Activity Heuristics Tracks and analyzes user/operator system interactions. |
No information available | |
Customizable Dashboards Interactive dashboards for monitoring system and trading performance. |
Custom and interactive dashboards promoted for monitoring. | |
Data Export / API Access Exports analytics/reports or access them via secure APIs. |
Supports data export and API access to analytics. | |
Error/Incident Logging Captures and reports errors, exceptions, and incidents with context. |
System includes incident and error logging. | |
Latency Analysis Tools Provides latency and timing breakdowns for every order and market data event. |
No information available | |
Trade Cost Analysis Breakdown of slippage, realized spreads, and trading costs. |
Cost/slippage and trade analysis is part of reporting set. |
End-to-End Roundtrip Latency Measures total time for market event to order action and back. |
No information available | |
Tail Latency Metrics Reports and manages P99 and P99.9 latency outliers. |
No information available | |
Deterministic Execution Algorithmic and system performance is predictable and consistent. |
Consistent and reliable execution, as expected in institutional MM systems. | |
Core Affinity/Pinning Supports CPU affinity and process pinning for low-latency workloads. |
No information available | |
Hardware Acceleration Support Supports offloading to FPGAs or GPUs for speedup. |
No information available | |
Multithreaded Processing Uses parallelism for handling large throughput. |
System supports multi-threaded/parallel execution. | |
Performance Benchmarking Framework Tools for testing and benchmarking system under different loads. |
No information available | |
Adaptive Throttling Automated throttling to manage CPU/network bottlenecks. |
No information available |
User Authentication Methods Supports strong authentication (multi-factor, SSO, biometrics, etc.). |
Strong authentication support detailed in compliance documentation. | |
Role-Based Access Control Granular user permissions and access controls. |
Full role-based access configuration noted in admin features. | |
Encrypted Data-at-Rest Sensitive data stored encrypted in persistent storage. |
No information available | |
Encrypted Data-in-Transit Encryption of market data and order flow over networks. |
TLS encryption in transmission is standard for trading venues. | |
Action Auditing Records and monitors all user/system actions for compliance. |
Logs detailed action history for compliance. | |
Intrusion Detection Integration Detects and reports possible unauthorized access or anomalies. |
No information available | |
Change/Release Management Tracks code deployments, changes, and release approvals. |
No information available | |
Secure API Tokens Manages secure keys/tokens for API integrations. |
Manages secure API keys for external integrations. | |
Compliance Workflow Automation Automates recurring compliance tasks, checklists, sign-offs, etc. |
No information available |
Custom Strategy Plug-in Framework Easily add proprietary algorithms as plugins/modules. |
Accepts and integrates user-supplied custom strategy plug-ins. | |
Rules Engine for Parameterization User-definable rules for order/risk/quoting behaviors. |
Allows user rules/parameterization for trading, risk, and order logic. | |
Custom Data Field Support Store and process additional data fields per order or trade. |
Custom data schema/fields via plug-in support. | |
Scriptable API Allows scripting and automation via language APIs (Python, Java, etc). |
Scriptable APIs in several programming languages supported. | |
Modular System Architecture Add/remove/replace system components modularly. |
System architecture is described as modular. | |
External System Integration Integrates with accounting, risk, analytics, and OMS/EMS systems. |
Integrates with external accounting, OMS, risk analytics etc. | |
Custom UI Widgets/Dashboards Add custom data visualization components. |
Customizable UI widgets and dashboards described. | |
Flexible Deployment Options Supports on-premise, cloud, and hybrid deployments. |
Deployment options in cloud, on-premises, and hybrid environments are available. | |
Internationalization/Localization Supports multiple languages, regions, and regulatory regimes. |
No information available |
Live System Health Dashboard Visual display of current system health, connections, and alerts. |
Provides live status of system, data feeds, and connectivity. | |
Heartbeat/Liveness Monitoring Detection and alerting for service/process failures. |
Service monitoring and liveness checks included. | |
Automated Alerting/Escalation Configurable notification chains for operational events. |
Configurable alert and escalation framework exists. | |
Granular Logging Levels Tunable log verbosity (info, debug, error). |
Customizable logging levels supported for debugging/ops. | |
API/Service Health Probes Automated checks for endpoint/services health. |
No information available | |
Hot Configuration Reload Change settings without shutting down or redeploying. |
Configuration updates may be applied without restart (hot reload). | |
Resource Usage Visualization Tracks and displays CPU, memory, network usage in real time. |
Live tracking of resource utilization in the monitoring dashboard. | |
Incident Record Keeping Tracks, time-stamps, and describes operational incidents. |
Operational incident log and audit system included. | |
Automated Recovery Actions Can take pre-defined steps to recover from known issues. |
No information available |
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