Liquidity intelligence
for prediction markets
Institutional-grade spreads, depth, and behavior metrics. An objective view of market health—and how social virality maps into real liquidity.
Use it to show investors liquidity, spot whale-dominated markets, and compare to Kalshi and Polymarket.
End-to-end data pipeline
The console ingests event-level data from Pred (Base-native order-book sports exchange) and Kash (social-native prediction market on X with a bonding-curve AMM). It normalizes that data, computes liquidity and behavior metrics, and exposes them via a web dashboard and exportable reports.
1. Ingestion
Pred indexer, Kash chain/API + social, incumbent collectors write to append-only raw tables.
pred_raw_eventskash_raw_events2. Normalized
Raw events are parsed into clean entities and relationships.
3. Aggregated
Pre-computed analytics optimized for fast dashboards and exports.
market_liquidity_snapshotsmarket_daily_aggregatesEverything you need for market health analysis
From raw events to daily stats, designed for scale, flexibility, and clarity.
End-to-end
From raw chain and API events to normalized entities to aggregated snapshots and daily stats. Every step is designed for idempotent ingestion and fast dashboards.
Flexible by design
Filter by platform, category, and date. Query spreads, depth, volume, and participant concentration. Export CSV per market for decks and external tools.
Always in control
Founders, quants, and builders get an objective third-party view—no lock-in. Compare Pred and Kash to Kalshi and Polymarket on headline metrics.
Use this to
Show investors your liquidity vs incumbents
Benchmarks and exportable charts.
Spot unhealthy or whale-dominated markets
Health score, Gini, top wallets.
Compare your spreads and depth to Kalshi and Polymarket
Benchmark view and methodology.
Who it's for
Founders / Execs
High-level KPIs and comparisons vs incumbents.
Quant / Product
Flexible queries on spreads, depth, cohorts.
Builders
Coherent system explainable in 15–30 min.
Data sources
Raw chain and API tracking for leading platforms.
Key metrics
Institutional-grade metrics calculated objectively across all tracked platforms.
Spreads
Top-of-book (best ask − best bid) in bps. From order book (Pred) or implied from curve (Kash).
Depth
Size at top 1 and top 5 levels (bid/ask). For Kash, approximated from the curve.
Volume & participation
Notional, trade count, unique traders. Gini participation for concentration.
Whale vs retail
Trader daily stats to spot whale-dominated markets and wash-trading patterns.
Social (Kash)
Engagement and sentiment; linked to markets via social_market_links.
Benchmarks
Compare Pred/Kash to Kalshi and Polymarket.