Grok
Fast model for CR payloads, upgraded to Grok-4 Latest when confirmations demand wider context.
A snapshot of the autonomous trading stack we are building: multi-exchange execution, LLM-based decision making, and infrastructure ready for the next generation of models.
At the core runs a deterministic orchestration layer: market data ingestion, feature engineering, LLM payload routing, confirmation logic, and exchange execution. Everything is optimized for hourly bars but supports shorter or longer intervals when required.
The router dynamically balances cost and quality by switching between “Lite” and “Pro” models. Each strategy can override defaults, but the global line-up keeps operational costs low while retaining the ability to escalate when edge is high.
Fast model for CR payloads, upgraded to Grok-4 Latest when confirmations demand wider context.
Gemini 2.5 Flash for day-to-day trading, auto-escalating to Gemini 2.5 Pro for complex candles.
o3-mini for primary calls, with seamless switches to o3 when we require deeper reasoning.
Sonnet as the workhorse, Opus for escalations – excellent for structured payload confirmation.
Cost-efficient reasoning, integrated for diversified views and redundancy in volatile phases.
Auto Switch policies ensure the system stays cost-aware without losing access to premium reasoning capacity.
The entire architecture is designed as a plug-and-play launchpad for upcoming frontier models such as Gemini 3.0 or even AGI-level systems. Every improvement in model quality should translate directly into better trade selection without rewriting the stack.