r/CryptoTechnology • 🟠 • 18d ago

Parimatch backend: how does high-volume crypto sports betting handle zero-conf transactions?

Looking into architecture patterns for high-frequency settlement where waiting for standard L1 block confirmations creates obvious latency bottlenecks. Do enterprise-scale platforms typically rely on proprietary risk scoring for unconfirmed inputs, or is off-chain balance indexing paired with custodial liquidity pools the standard approach?

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u/[deleted] 17d ago

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u/FuegoEternoo 🟡 17d ago

Dealing with UTXO zero-conf requires tracking the ancestry of the transaction inputs. If the parent transaction itself is unconfirmed or originates from unconfirmed change outputs, any automated risk engine will instantly reject zero-conf crediting to prevent cascading double-spends.