Capacity & Execution Reliability at Scale
Order book depth on gold and FX, modeled slippage curves, why the 50-unit cap preserves alpha, and how the 0.80 pt chase limit defends member fills.
EXECUTIVE SUMMARY · CORE FINDINGS
- 50 units
- Hard ceiling. Beyond it, slippage compresses the edge faster than subscribers add.
- -12%
- Alpha decay per 100 members. Top-of-book depth, not marketing, sets the scaling limit.
- 0.80 pt
- Chase limit. Late entries past the guard are cancelled, not chased.
- Planned
- Stream API launch. The REST and WebSocket contract remains non-public until authentication, entitlement, and redaction gates pass.
1. The Capacity Ceiling in Quantitative Trading
Every quantitative strategy has a finite capacity threshold set by the liquidity depth of the instruments it executes. In precious metals and foreign exchange, liquidity is vast across a normal day, but concentrated order book depth at any single millisecond tick is finite.
Retail signal channels and copy-trading services routinely ignore this physical limit. When a channel with 2,000 subscribers sends a market order alert, thousands of identical tickets reach broker execution desks at the same instant. The top of the book clears immediately, and later subscribers absorb negative slippage that destroys the mathematical edge they signed up for.
2. Empirical Slippage and Market Impact Curves
Order book fill degradation is modeled across subscriber cohort sizes using real tick execution logs on all four traded instruments. The tranche ladder is the direct output of this curve rather than a pricing device layered over it: the subscription rate steps up as seats are claimed, and once the pool is full the platform closes to new capital.
| Subscriber cohort scale | Estimated book slippage | Alpha retention state |
|---|---|---|
| 10 to 50 Subscribers (Our Hard Cap) | $0.02 per oz | Optimal Alpha (100% Retained) |
| 100 Subscribers | $0.18 per oz | Minor Edge Decay (-12% Alpha) |
| 500 Subscribers | $0.75 per oz | Severe Margin Compression (-48% Alpha) |
| 2,000 Subscribers (Retail Signal Norm) | $2.10 per oz | Alpha Eliminated (Negative Expectancy) |
3. Latency, the Chase Threshold, and Broker Parity
Telegram delivery is the current channel. Members receive a structured alert through the onboarding bot, with the notification delay and their own reaction time covered by the chase guard. The planned WebSocket path is non-purchasable until its deployed authentication, entitlement, redaction, and reconnect gates pass.
Execution itself runs on raw-spread ECN and institutional STP liquidity. All price references and triple-barrier exit brackets are computed against real interbank bid/ask spreads, and fill variance across top-tier venues stays inside ±0.03 points, so the bracket geometry members see is the geometry they get.
MAX CHASE BOUNDARY: 0.80 points. If market price has moved beyond this threshold before order submission, the setup is discarded rather than chased.
Where the capacity cap applies
This paper is the reason the pool is capped. These pages show the cap in practice.
- Capacity and scaling 50 seats The seat ladder this paper derives, with the live fill state of the active tranche.
- Pricing and access 1 open channel What Telegram Smart Signals cost, and what the lifetime rate lock covers.
- The public track record +41.14% The audited ledger, released on a 24-hour embargo so member fills are never frontrun.
- Planned Stream API Coming soon The intended authenticated contract and the launch gates required before public access.
- Production architecture 127M ticks The execution specification behind the slippage numbers on this page.
- The execution playbook 4 sessions How the chase guard is applied at the moment a signal arrives.