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Changelog

Latest updates and improvements to the platform
November 4, 2026

An MCP server for Claude, ChatGPT and Cursor

Connect your agent to every Aperiodic dataset at aperiodic.io/mcp. Its tools return schemas, statistics and signed Parquet links, so the data goes to your agent's code, not into its context.

October 30, 2026

Replay No. 05: the Binance hack, in 15-second bars

The 29 October 2026 Binance hack, rebuilt the morning after from every trade, book and position on Binance, OKX and Hyperliquid, with the minutes around the sweep second by second.

October 28, 2026

Live WebSocket feed: full documentation

The live feed in every self-serve plan now has its own reference: connecting, channels, messages, limits, errors and reconnecting, with Python, CLI and wscat examples.

October 28, 2026

Replays: four market events, minute by minute

The FTX collapse and the February 2025 tariff crash join the replays of the 10 October 2025 crash and the 12 March 2025 Hyperliquid vault liquidation.

October 27, 2026

Free market dashboards: Markets, Liquidity and Unusual

Three free pages cover every perpetual on Binance, OKX and Hyperliquid, with no account and 15 minutes behind. On any self-serve plan, Markets and Unusual run without the delay.

October 17, 2026

How we compute the data: the Architecture page

A new page traces how a print on an exchange becomes a message on your live stream and a row in your backtest, through the cluster we run.

October 17, 2026

Real-time in every plan, and Prime Commercial

Every self-serve plan now streams its metrics in real time. Prime keeps its personal licence at $399 a month billed yearly, and Prime Commercial adds a commercial licence at $799.

October 6, 2026

Metrics start with the raw data they are computed from

Every metric series now starts on the same day as the raw series it is built from, per symbol.

October 6, 2026

Simpler plans: Pro, Prime and Prime + Raw, with Live as an add-on

Three self-serve plans, lower prices for Pro and Prime, a commercial licence on Prime + Raw, and real-time streaming you can add yourself.

September 29, 2026

Raw trades, quotes and derivatives data

The raw data behind the metrics, for Binance, OKX and Hyperliquid perpetuals, as Parquet files in the new Prime + Raw plan.

September 8, 2026

Use-case notebooks, daily updates and lower prices

Three notebooks that demonstrate core use cases and run on the no-key preview slice, the previous day's metrics around 15:00 UTC, and lower historical prices.

August 25, 2026

Hyperliquid L2 metrics now available

Level 2 order book metrics (l2_imbalance, l2_liquidity) are now available for hyperliquid-perps.

August 13, 2026

Daily Parquet Files

From August 2026 the API serves one Parquet file per day instead of one per month.

April 3, 2026

Hyperliquid, Aperiodic CLI, and new research notebook

Hyperliquid perpetuals are live, the CLI client is available, and a new predictive-liquidity notebook is now published.

March 23, 2026

Data Consistency Improvements

Funding rate fixes, interval changes, and what's coming next.

March 19, 2026

OKX Perpetuals & Sub-Minute Bars

OKX perps support and sub-minute bar resolution for Prime subscribers.

March 18, 2025

Official Python SDK

Introducing the Aperiodic Python SDK with polars integration for fast, ergonomic data access.

March 17, 2025

Official Aperiodic Launch

Institutional-grade crypto market microstructure data — democratized. 100+ metrics, REST API, and Python SDK available now.

Aperiodic

Built from hundreds of terabytes of raw data and distilled into point-in-time metrics you can pull as parquet files. Plus the raw trades, quotes and derivatives data behind them.

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Aperiodic Limited · Registered in Ireland · Company No. 815273 ·
136 Capel Street, Dublin D01 T2C9, Ireland

Shown: minute closes of 847 perpetuals, 20:30–22:30 UTC on 10 Oct 2025, IOTX in orange · built with ohlcv 1m