Starr Quant Lab
Market Making
Continuous two-sided quoting with adaptive spreads, inventory-aware skew, and microsecond cancel-replace. Top-of-book, by design.
- Spot · USDT-M Perp · Coin-M Perp
- Maker-only, rebate-optimized quoting
- Inventory & risk-aware sizing
Crypto · Proprietary · Market Making
Continuous markets, continuously made.
Starr Quant Lab is a proprietary quantitative market-making team trading the global centralized crypto exchanges. We quote both sides of the book—tight, deep, and always on—turning microstructure into liquidity.
ERA I · Noise
01 · The Market
Microstructure.
BINANCE SPOT · 24HFEED · CONNECTING
ERA II · Order
02 · The Book
Liquidity.
We quote both sides of the book—tight, deep, and always on.
BTC/USDT · BOOK · BINANCE SPOTFEED · CONNECTING
ERA III · Orbit
03 · The Desk
Built for the microsecond, designed for the long game.
We operate a proprietary trading stack purpose-built for continuous two-sided quoting across top-tier centralized exchanges. Low-latency, risk-controlled, and always on-book.
8 µsTick-to-Order Local processing time, tick in to order out
$31.8BCumulative Turnover Aggregated across exchanges, 2.19B–3.18B USDT per month
6Strategies in Prod. Market making · stable coin arb · inventory mgmt
TokyoPrimary Colo AWS ap-northeast-1, matching-engine adjacent
ERA IV · Energy
04 · What we do
Edge 01 · Arm I
Edge 02 · Arm II
Edge 03 · Arm III
Three edges. One book.
Our capital, our systems, our risk. We partner with exchanges, issuers, and institutional counterparties to provide liquidity where it matters most.
Liquidity Partnerships
Designated market-making programs for exchanges and token issuers. We bootstrap depth, tighten spreads, and keep the book healthy through regimes.
- Exchange-designated MM programs
- Token launch & listing support
- KPI-aligned SLAs
Low-Latency Execution
The edge lives in the hot path. Colocated order gateways, deterministic tick-to-order, and continuous cancel-replace at machine speed — every millisecond we cut is margin we keep.
- AWS Tokyo co-located, sub-ms to core venues
- Cross-exchange coordinated quoting
- Binary protocol + kernel-bypass hot path
ERA V · Galaxy
05 · Infrastructure
Where we live on-book.
Direct, colocated connectivity to the exchanges that matter. Every microsecond removed from the tape is margin recovered.
- 01BinanceSPOT · PERP0.6 ms
- 02OKXSPOT · PERP1.5 ms
- 03BitgetSPOT · PERP2.0 ms
- 04HTXSPOT · PERP0.9 ms
- 05GatePERP1.3 ms
- 06KuCoinPERP1.1 ms
- 07CoinbasePERP148 ms
- 08KrakenPERP158 ms
Our trading stack lives in AWS Tokyo (ap-northeast-1), co-located at the same region as the matching engines of our top-tier venues. Binance, OKX, Bitget, HTX, Gate, and KuCoin sit within a single-digit millisecond of our order gateway; every other exchange is reached through dedicated peering with impact-aware path selection.
Hub · TOKYO (AWS ap-northeast-1) · reference latency from Tokyo · orbit radius ∝ log(ms)
In continuous markets, the price is a question the book asks a thousand times a second. We exist to answer— with precision, with capital, and without pause.
Epilogue · One point among many
Let's quote the next market.
Whether you run an exchange, issue a token, or trade institutional size— we build liquidity programs the book respects.
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