Teton Quant employs systematic, rules-based strategies with a primary focus on capital preservation and controlled risk exposure. We favor liquid markets, transparent execution, and frameworks that can be rigorously tested, monitored, and adapted as conditions evolve.
Core Principles:
Market-neutral orientation
We seek opportunities where returns are driven by price discrepancies, spreads, and structural inefficiencies rather than broad directional market moves. Net exposure is tightly controlled, and many positions are designed to offset market risk through hedging or pair structures.
High liquidity and short holding periods
We concentrate on instruments and venues with sufficient depth and volume.
Many strategies involve
short holding periods to limit gap risk,
reduce exposure
to unpredictable events, and allow faster recycling of capital.
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Pre-defined rules and testing
Strategies are developed using a structured research process:
- Historical data analysis and hypothesis testing.
- Backtesting with realistic trading costs and liquidity constraints.
- Forward testing and paper trading in a controlled environment.
- Staged deployment with small size before scaling.
Entry, exit, sizing, and risk parameters are defined in advance and implemented programmatically.
Risk limits embedded in code
Risk controls are not only policy documents; they are built into the trading systems. Position sizing, leverage, and loss limits are constrained at the strategy, instrument, and venue level. Automatic protective behaviors such as circuit breakers, trading halts, and exposure caps are used to reduce reliance on manual reaction.
Representative Internal Strategy Types
Arbitrage and spread strategies
These strategies attempt to capture price differences between related instruments, pairs, or venues, subject to strict execution and inventory controls. Examples include:
- Price discrepancies between different trading pairs that synthetically represent the same exposure.
- Relative mispricings across highly correlated assets.
- Temporary deviations in cross-venue pricing driven by liquidity imbalances.
Execution and microstructure strategies
Improving realized execution quality through smart order routing, order book analysis, and transaction cost reduction techniques.
- Smart order routing based on order book conditions and venue characteristics.
- Adaptive limit and market order placement aimed at minimizing slippage.
- Analysis of short-term microstructure patterns to inform timing and size.
Research and Portfolio Construction
Research at Teton Quant is iterative. New concepts are evaluated carefully, with emphasis on robustness rather than over-optimized backtests. When a strategy is approved for live trading:
- Capital allocation is sized conservatively at inception.
- Correlations with existing strategies and venues are analyzed.
- Live performance is reviewed against expectations, with clear criteria for increasing, reducing, or disabling capital.
The descriptions above are provided solely to outline our internal approach to managing proprietary capital. They do not constitute an offer of any product or service and may change over time without notice.