arbitrageur | Trades both sides to capture pricing gaps, often near-riskless. |
market_maker | Provides liquidity on both sides, earning the spread. |
scalper | Many small, fast trades for small per-trade edges. |
algo_trader | Systematic, high-frequency patterns consistent with automation. |
accumulator | Builds large positions over time, usually on one side. |
swing_trader | Holds directional positions across days, not minutes. |
event_driven | Concentrates around specific events or resolutions. |
momentum | Follows price and flow, adding as a move continues. |
directional | Takes a clear side on an outcome and holds it. |
speculator | Opportunistic, mixed style with no single dominant pattern. |