Competitor AElectronic market making
Limit order book imbalance quotingInventory skew control
Dated sources · 2
- paper · 2021-06Peer-reviewed paper on imbalance signals with dated results tables.
- talk · 2022-11Recorded conference talk describing quoting logic at a conceptual level.
Observed
- Public paper reports imbalance predictive horizons under five seconds.
- Talk describes widening quotes during volatility without naming thresholds.
Inferred
- May run an inventory-sensitive quoting engine; thresholds and size schedule unknown.
Never claimed: Live spreads, current inventory, fill rates. · Any claim about today’s profitability.
Technique family identified; live deployment unconfirmed.
Competitor BStatistical arbitrage
Cointegration screeningResidual z-score entry and exit
Dated sources · 2
- paper · 2019-03Published pair-selection methodology with lookback windows stated.
- filing · 2023-02Dated regulatory filing listing statistical arbitrage among strategies.
Observed
- Methodology paper uses 60-day formation windows.
- Filing confirms the strategy exists without position detail.
Inferred
- May hold sector-neutral baskets; membership and leverage unknown.
Never claimed: Current pair list, position sizes, live returns.
Research method confirmed; live book unconfirmed.
Competitor CExecution algorithms
Scheduled TWAP slicingLiquidity-seeking opportunistic fills
Dated sources · 2
- documentation · 2022-08Dated product documentation describing algorithm parameters.
- talk · 2023-05Recorded panel on implementation-shortfall benchmarking.
Observed
- Documentation lists urgency and dark-pool toggles as user parameters.
- Panel discusses benchmark gaming without naming venues.
Inferred
- May offer client-configurable urgency; default settings unknown.
Never claimed: Client order flow, venue routing tables, fill quality.
Product surface confirmed; client usage unconfirmed.
Competitor DLatency-sensitive trading
Colocated direct feedsHardware timestamping
Dated sources · 2
- posting · 2023-09Dated job posting listing FPGA and kernel-bypass skills.
- filing · 2024-01Dated filing disclosing colocation and connectivity spending.
Observed
- Posting requests FPGA experience for a market-data team.
- Filing shows connectivity spending without strategy detail.
Inferred
- May invest in speed; strategies running on the hardware unknown.
Never claimed: Latency figures, venue presence, message rates.
Hiring signal confirmed; live deployment unconfirmed.
Competitor EListed options market making
Volatility surface interpolationDelta-hedged inventory control
Dated sources · 2
- paper · 2020-10Published volatility modelling notes with dated calibration windows.
- documentation · 2023-07Dated risk disclosures mentioning options inventory limits.
Observed
- Notes calibrate surfaces on end-of-day closes.
- Disclosures cap inventory without revealing Greeks.
Inferred
- May warehouse short-dated gamma; tenors and limits unknown.
Never claimed: Live Greeks, inventory age, hedging venues.
Modelling approach confirmed; live risk unconfirmed.
Competitor GIndex arbitrage
ETF creation and redemptionFutures-versus-basket basis
Dated sources · 2
- paper · 2021-09Published creation-unit mechanics with dated settlement cycles.
- filing · 2023-11Dated filing listing index arbitrage among principal strategies.
Observed
- Paper settles creation units on a T+1 cycle.
- Filing names the strategy without basket weights.
Inferred
- May warehouse creation units around rebalances; timing and size unknown.
Never claimed: Live basket weights, creation volumes, hedging ratios.
Creation mechanics confirmed; live inventory unconfirmed.
Competitor HVolatility arbitrage
Variance-swap dispersionTerm-structure carry
Dated sources · 2
- paper · 2020-02Published dispersion framework with dated correlation regimes.
- talk · 2023-03Recorded talk on volatility risk premium without position detail.
Observed
- Paper measures dispersion during three dated stress episodes.
- Talk separates carry from directional exposure conceptually.
Inferred
- May harvest volatility premium systematically; tenors and sizing unknown.
Never claimed: Live vega, dispersion ratios, margin usage.
Research framework confirmed; live Vega book unconfirmed.
Competitor FMachine-learning alpha research
Cross-sectional return predictionWalk-forward validation protocol
Dated sources · 2
- paper · 2022-04Published feature study with embargoed test windows stated.
- talk · 2024-06Recorded talk on overfitting controls without performance figures.
Observed
- Study freezes one year of data for testing.
- Talk lists leakage checks without showing results.
Inferred
- May run disciplined validation; live models and turnover unknown.
Never claimed: Feature weights, live predictions, turnover, returns.
Validation discipline confirmed; live alpha unconfirmed.