Market data infrastructure

Crypto futures data you can trust in production.

Normalized, continuously validated market data across major exchanges. Built for quantitative and compliance teams that require reliability, consistency and provable integrity.

one row, proven to the sealed root

4 exchanges·Perpetual futures·Continuous validation·24 / 7 coverage·cryptographically sealed
The data product

Everything a market data feed should be.

Clean, normalized, continuously validated, and for the first time, provable. The infrastructure a quant team would spend months building in-house, run once and run right.

01core

Multi-venue coverage

Binance, Bybit, OKX and Bitget. Thirteen perpetual instruments, five channels each: trades, ticker, L2 order book, klines and liquidations. One integration instead of four.

4 venues · 13 instruments · 5 channels
binance
62541.9▲ 1.46 62548.6▲ 1.29 62517.1▲ 1.46 62513.4▽ 2.02 62507.4▲ 1.64 62481.9▽ 0.66 62474.1▽ 1.40 62446.2▲ 1.38 62440.0▲ 1.93 62460.2▽ 1.50 62441.6▽ 1.78 62477.4▽ 0.35 62495.7▽ 1.33 62501.5▲ 0.34 62527.7▲ 0.92 62492.1▽ 2.02 62491.9▲ 0.65 62492.0▲ 0.21 62502.8▽ 1.07 62513.0▲ 1.03 62510.4▽ 0.12 62527.9▽ 1.82 62513.0▲ 0.83 62538.7▽ 0.28 62548.4▲ 0.30 62538.6▽ 2.25 62541.9▲ 1.46 62548.6▲ 1.29 62517.1▲ 1.46 62513.4▽ 2.02 62507.4▲ 1.64 62481.9▽ 0.66 62474.1▽ 1.40 62446.2▲ 1.38 62440.0▲ 1.93 62460.2▽ 1.50 62441.6▽ 1.78 62477.4▽ 0.35 62495.7▽ 1.33 62501.5▲ 0.34 62527.7▲ 0.92 62492.1▽ 2.02 62491.9▲ 0.65 62492.0▲ 0.21 62502.8▽ 1.07 62513.0▲ 1.03 62510.4▽ 0.12 62527.9▽ 1.82 62513.0▲ 0.83 62538.7▽ 0.28 62548.4▲ 0.30 62538.6▽ 2.25
8,412/s
bybit
62513.4▽ 1.52 62498.8▽ 0.51 62499.7▲ 1.98 62462.9▲ 0.50 62431.8▲ 2.01 62429.7▲ 0.13 62426.2▲ 2.37 62404.6▲ 0.55 62381.4▲ 0.38 62397.6▽ 1.22 62431.1▲ 2.15 62462.1▲ 1.95 62477.7▽ 0.75 62479.0▲ 2.28 62502.3▲ 0.76 62532.8▽ 0.95 62555.5▽ 1.63 62585.2▲ 0.01 62591.4▲ 1.80 62581.1▽ 0.13 62544.3▽ 1.55 62513.2▲ 2.25 62527.8▽ 0.42 62545.2▲ 0.74 62512.9▲ 1.76 62538.4▲ 0.06 62513.4▽ 1.52 62498.8▽ 0.51 62499.7▲ 1.98 62462.9▲ 0.50 62431.8▲ 2.01 62429.7▲ 0.13 62426.2▲ 2.37 62404.6▲ 0.55 62381.4▲ 0.38 62397.6▽ 1.22 62431.1▲ 2.15 62462.1▲ 1.95 62477.7▽ 0.75 62479.0▲ 2.28 62502.3▲ 0.76 62532.8▽ 0.95 62555.5▽ 1.63 62585.2▲ 0.01 62591.4▲ 1.80 62581.1▽ 0.13 62544.3▽ 1.55 62513.2▲ 2.25 62527.8▽ 0.42 62545.2▲ 0.74 62512.9▲ 1.76 62538.4▲ 0.06
4,177/s
okx
62540.2▲ 0.06 62558.2▽ 1.41 62533.9▲ 1.53 62533.6▲ 1.91 62512.8▲ 2.22 62541.5▲ 0.55 62549.1▲ 0.26 62547.2▽ 1.58 62532.6▲ 0.75 62545.0▽ 1.39 62580.3▽ 0.86 62582.1▽ 2.18 62613.2▽ 0.53 62618.5▲ 0.76 62645.2▽ 0.52 62657.8▽ 1.36 62694.7▲ 0.12 62679.4▽ 2.14 62680.2▽ 1.89 62698.5▽ 0.74 62695.4▲ 1.48 62677.0▽ 0.20 62694.7▽ 0.81 62719.6▲ 2.18 62716.6▽ 0.28 62701.8▽ 2.04 62540.2▲ 0.06 62558.2▽ 1.41 62533.9▲ 1.53 62533.6▲ 1.91 62512.8▲ 2.22 62541.5▲ 0.55 62549.1▲ 0.26 62547.2▽ 1.58 62532.6▲ 0.75 62545.0▽ 1.39 62580.3▽ 0.86 62582.1▽ 2.18 62613.2▽ 0.53 62618.5▲ 0.76 62645.2▽ 0.52 62657.8▽ 1.36 62694.7▲ 0.12 62679.4▽ 2.14 62680.2▽ 1.89 62698.5▽ 0.74 62695.4▲ 1.48 62677.0▽ 0.20 62694.7▽ 0.81 62719.6▲ 2.18 62716.6▽ 0.28 62701.8▽ 2.04
2,954/s
bitget
62519.5▽ 0.99 62488.6▽ 0.67 62486.2▽ 2.21 62521.0▽ 2.35 62532.8▽ 0.19 62511.0▲ 1.11 62480.6▲ 1.51 62511.9▽ 0.38 62520.3▲ 1.04 62543.6▽ 0.71 62576.0▲ 0.23 62591.8▲ 1.08 62615.7▽ 1.34 62629.3▽ 0.51 62618.3▽ 2.13 62621.8▲ 2.19 62595.2▲ 1.10 62631.2▽ 1.71 62599.3▲ 1.49 62618.2▲ 0.27 62621.5▲ 1.21 62627.4▽ 0.12 62654.2▽ 0.02 62621.1▲ 0.71 62594.5▽ 0.81 62585.8▽ 0.22 62519.5▽ 0.99 62488.6▽ 0.67 62486.2▽ 2.21 62521.0▽ 2.35 62532.8▽ 0.19 62511.0▲ 1.11 62480.6▲ 1.51 62511.9▽ 0.38 62520.3▲ 1.04 62543.6▽ 0.71 62576.0▲ 0.23 62591.8▲ 1.08 62615.7▽ 1.34 62629.3▽ 0.51 62618.3▽ 2.13 62621.8▲ 2.19 62595.2▲ 1.10 62631.2▽ 1.71 62599.3▲ 1.49 62618.2▲ 0.27 62621.5▲ 1.21 62627.4▽ 0.12 62654.2▽ 0.02 62621.1▲ 0.71 62594.5▽ 0.81 62585.8▽ 0.22
2,311/s
unified feed
17,854msg/s
trades · ticker · L2 book
klines · liquidations
one integration instead of four
01 / 06
Direct access

Take it as SQL.
Or as a stream.

No proprietary SDK, no gatekeeper API. Your tools connect straight to a managed ClickHouse for research and backtests, or to a raw WebSocket for live systems. One normalized schema on both, months deep, ~250 ms fresh.

$ clickhouse-client --host clickhouse.qalypto.com --secure
SELECT toStartOfMinute(timestamp) AS t,
min(price), max(price), sum(amount)
FROM market_data_trade
WHERE exchange = 'binance' AND symbol = 'BTCUSDT'
  AND timestamp > now() - INTERVAL 1 HOUR
GROUP BY t ORDER BY t DESC LIMIT 3
tlowhighvolume
12:04:0062498.162544.9184.03
12:03:0062471.062519.8141.77
12:02:0062455.262481.4203.15
3 rows in set. Elapsed: 0.142 sec.
Direct ClickHouse SQLpandas · Grafana · anything that speaks SQL
$ wscat -c wss://ws.qalypto.com/ws/stream/your-desk
> {"action":"subscribe","channels":["trade:btcusdt","orderbook:btcusdt","liquidation"]}
connected · streaming
{"type":"trade","data":{"exchange":"binance","price":62541.3,"amount":0.25,"side":"buy"}}
{"type":"trade","data":{"exchange":"bybit","price":62541.1,"amount":0.031,"side":"sell"}}
{"type":"orderbook","data":{"exchange":"okx","bids_price_0":62540.9,"asks_price_0":62541.2}}
WebSocket stream~250 ms from the exchange · 5 channels
SQL - research & backtestsWebSocket - live systemsCompliance API - evidence & exports, below
Open the Data Lab
MiCA · MiFID II · DORA

Data your compliance team can hand to a regulator.

Qalypto is not a compliance service and not a CASP. It is the layer underneath one: the verifiable market-data evidence your obligations rest on. Every record in the regulator's format, every day cryptographically sealed and anchored in Bitcoin, auditable by anyone without trusting us.

The regulator's format

Verified trades exported as schema-valid ESMA ISO-20022 records. The message a national regulator asks for, generated from real market data.

auth.117 · CryptoAssetRecordKeepingReport

Cryptographic proof

Every UTC day is sealed into one Merkle super-root, RFC-3161 timestamped and anchored in Bitcoin. Tamper-evident down to the single row.

SHA-256 · RFC-6962 · Bitcoin

Audit dossiers

One symbol, one window, every channel plus the exact quality evidence and proofs of that window. A surveillance annex as a single ZIP.

STOR-ready bundle

Verify without trusting us

Recompute any proof yourself against public Bitcoin. Open-source verifier, MIT-licensed, standard library only, fully offline.

Python & JavaScript · MIT

Deliberate boundary: your CASP identity, counterparties, filings and order-lifecycle records stay yours - we never fabricate them. Overstating scope fails due diligence; the honesty is the product.

190+ days sealed·6.9B+ rows under seal·anchored in Bitcoin daily·info@qalypto.com
Read the full compliance model
FAQ

Common questions.

Still unsure about something? Email info@qalypto.com and a real engineer answers.

Get access

Tell us what your team needs.

We provide managed crypto perpetuals data infrastructure for quant teams, prop trading firms and compliance desks. Tell us your requirements and we will put together a tailored proposal.

· Custom infrastructure, not a one-size plan· We respond within 24 hours· Or email info@qalypto.com directly