$ 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

Convex Lake partners with the Center of Mathematical Finance to support academic research with institutional-grade prediction market and options data.
Full orderbook snapshots, trade prints, and surface/candles feeds for Deribit options — available to Research and Pro tiers.
L2 orderbook snapshots from 11 Aug 2026 onward, plus trades and candles feeds for Binance options contracts.
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

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

Crypto contracts orderbook snapshots, trades and oracle data
Volatility surface, orderbook snapshots and trades history for ETH and BTC options
Ten-level options orderbook snapshots and trade prints for BTC and ETH
Composite indexes, metrics and pricing models across different prediction markets
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 | 1 | 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 | ||
Create a free account and access real-time BTC digital option pricing and volatility analytics