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"The right tools change everything"
HFThot Research Lab is built for three types of traders. Discover yours and find your path.
Market Maker
"You provide liquidity. Let us protect your edge."
You quote bid/ask spreads to profit from the spread while managing inventory risk. HFThot gives you silent P2P execution so your book stays invisible to predators, plus cross-venue aggregation for better fill rates.
- 🛡️ Silent P2P execution — your quotes stay off-radar
- ⚡ Sub-millisecond latency — Rust-native execution engine
- 📊 20+ venue aggregation — unified best bid/offer
- 🤖 Regime detection — pause quoting in volatile regimes
- 📉 Inventory risk tools — skew your quotes automatically
- 🔒 MEV protection — no sandwich attacks on crypto
Quant Researcher
"Go from ArXiv to live backtest in minutes."
You read papers, build models and need a reproducible research environment. HFThot integrates Polarway (the fastest DataFrame library), Optimiz-R (Rust-native differential evolution), and Jupyter notebooks — all in one Docker stack.
- 📚 ArXiv → code — paper implementation add-on (€5/paper)
- 🦾 Polarway — Polars-based data pipeline, Parquet + DuckDB
- 🧬 Optimiz-R — differential evolution in Rust (PyO3 bindings)
- 📓 Jupyter notebooks — reproducible research environment
- 🗄️ Lakehouse time-travel — point-in-time backtests (no lookahead)
- 🔒 Private by default — strategies never leave your container
"Weak human + machine + better process = better results than strong computer alone"
🤔 Not sure which profile fits you?
Most traders are a blend — a researcher who also trades options, or a market maker who also runs systematic strategies. HFThot Research Lab handles all of it from a single platform. Start with the Demo and explore at your own pace.
Try the Demo — free →