Quantitative Performance Audit & Telemetry Analysis: Rithmic Redis-Gateway Paper Trading Fleet
Audit Date: October 23, 2026
Environment: qln-live-trading-rithmic10 (Paper Trading / Simulated Execution)
Active Fleet Size: 32 Concurrent Bot Instances (100% Gateway Connectivity)
Active Data Feeds: 27 Active Streams | 5 Dead/Unmapped Streams
1. Executive Summary & Fleet Telemetry Overview
This report provides an exhaustive quantitative and architectural analysis of the 32 paper trading bot instances currently operating on the redis-gateway infrastructure, alongside the broader library of 50+ Treasury (ZN/MZN) scripts queued in the console. All active bots have maintained uninterrupted uptime of approximately 23 hours and 29 to 31 minutes as of the telemetry snapshot at 08:53:34 local system time.
At first glance, the top-level console header reports an aggregate session Realized PnL (R) of -$0.18 and an Unrealized PnL (U) of -$0.18. However, granular inspection of the individual bot logs and card states reveals a critical architectural divergence in how your console tracks PnL:



