Market context
Historical options data and positioning signals provide the context for a specific instrument and horizon.
A fine-tuned model for options research, brought into context with historical data, trade records and positioning signals.
Switch between positioning, volatility and risk to see the different questions that inform an options research process.
These visualisations explain the framework. They do not display the model's live output or recommend a trade.
Simulated illustration. Not live market data, a trade signal or a performance record.
Historical options data and positioning signals provide the context for a specific instrument and horizon.
A fine-tuned model supports the evaluation of options hypotheses within that defined context.
Research confidence is considered alongside liquidity, event exposure and position and portfolio limits.
Broker records and research outcomes inform how hypotheses are evaluated and where the process needs attention.
Our Academy explores data leakage, evaluation periods, forecast calibration and why a research result is different from a future outcome. The ability to question a model is part of understanding it.
Read the perspectiveExplore our research, build your understanding, or ask about the programmes taking shape at Gamma Pilot.
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