$ curl -H "x-api-key: $CONVEXLAKE_API_KEY" \
"https://api.convexlake.com/orderbook?exchange=polymarket\
&ticker=btc&timeframe=5m\
&date=2026-06-10\
&slug=btc-updown-5m-1781049600-book.gz" --output btc-updown-5m-1781049600-book.gzHow quant teams use Convex lake data
Quote across contracts using historical order flow to size spreads and manage inventory risk as odds shift. Includes a rebates comparison
Check rebate comparisonCompare live pricing on the same event across venues to catch mispricings before they close
Backtest pricing models against realized outcomes to check whether quoted probabilities hold up
Explore SDKTest contract prices as a leading indicator against related asset moves in existing quant models
Explore existing academic researchConnect Convex Lake to your AI agent through MCP and query live market data directly from your research workflow
Analyze fill rates, slippage, and latency across contract types to tune order routing
Explore research
Convex Lake partners with the Center of Mathematical Finance to support academic research with institutional-grade prediction market and options data.
Perpetuals orderbook snapshots for BTC, ETH, SOL, XRP, DOGE and HYPE — archived from 15 Oct 2026 onward.

HIP-4 outcome-market orderbooks and perpetuals orderbook snapshots for BTC, ETH, SOL, XRP, DOGE and HYPE, archived from 15 Oct 2026 .
Institutional-grade market data across prediction and event venues, packaged in batches for serious quant teams

Batch-distributed historical and real-time orderbook snapshots from Polymarket prediction markets, ready for quant research

Granular Kalshi event contract data delivered in batches — incremental orderbook
Perpetuals orderbook snapshots for BTC, ETH, SOL, XRP, DOGE and HYPE

5m, 15m, 1h and daily crypto orderbook snapshots

Crypto contracts orderbook snapshots, trades and oracle data
Volatility surface, options orderbooks and trades history for ETH and BTC & perpetuals orderbooks
Ten-level options orderbook snapshots and trade prints for BTC and ETH & perpetuals orderbooks

HIP-4 outcome-market orderbooks and perpetuals orderbook snapshots for BTC, ETH, SOL, XRP, DOGE and HYPE
Every Convex Lake plan scales with you. Compare features side by side and upgrade the moment you need more
| Features | Sample Free Free Forever | Research $79 Per Month 10% off in crypto | Pro $125 Per Month 10% off in crypto | Institutional $850 Per Month |
|---|---|---|---|---|
| Core | ||||
| Venues | 2 | All venues | All venues | All venues |
| History depth | Single day | Full history | Full history | Full history |
| Rate limit | 60 RPM | 300 RPM | 1000 RPM | Custom |
| API access | ||||
| Team seats (Research plan each) | — | — | — | Up to 20 |
| Data | ||||
| "Up or down" batches | Test batch | Daily | Daily | Daily |
| Candles | Kalshi, Polymarket | Kalshi, Polymarket, Predict, Limitless, Deribit | Kalshi, Polymarket, Predict, Limitless, Deribit | Kalshi, Polymarket, Predict, Limitless, Deribit |
| Trades | Kalshi, Polymarket | Kalshi, Polymarket, Predict, Limitless, Deribit | Kalshi, Polymarket, Predict, Limitless, Deribit | Kalshi, Polymarket, Predict, Limitless, Deribit |
| L2 depth + trade prints | ||||
| Pricing models API | ||||
| Custom datasets on demand | ||||
| Support | ||||
| Community support | ||||
| Email support | ||||
| Dedicated support | ||||
| Explore | Start Research Plan | Start Pro Plan | ||
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