OGN/USDT (OGNUSDT) Historical Market Data & Tick Data
Every message of each venue's OGN/USDT feed — tick-by-tick trades, Level-2 order-book updates and quotes, not candles — across 12 exchanges and 13 instruments (spot and perpetual), October 2023 – September 2026, 4.54 TB raw, with 1-minute OHLCV derived from it.
Every OGN/USDT print, one schema
Every OGN/USDT print — price, size, side and exchange timestamp — at full resolution, not sampled.
Top-of-book and aggregated Level-2 depth, so you can reconstruct OGN/USDT liquidity and slippage.
Open/high/low/close, volume and VWAP per minute — ready for backtests and OGN/USDT signal research.
Bid-ask spreads in bps and ticks, normalized into one schema across every venue for apples-to-apples OGN/USDT comparison.
OGN/USDT across 12 exchanges
Every venue that lists OGN/USDT in the archive, ranked by recorded size, with the instrument class each one carries — spot and perpetual. Open a venue's page for its full catalog, or jump straight to an instrument's day files.
| Venue | Spot | Perpetual | Recorded | |
|---|---|---|---|---|
| Bitget | OGNUSDT.spot since April 2024 · 884 days · 983 GB | OGNUSDT since May 2024 · 858 days · 1.35 TB | 2.31 TB | Analytics |
| Binance USDT-M | — | OGNUSDT since October 2023 · 1,072 days · 607 GB | 607 GB | Analytics |
| Bybit | — | OGNUSDT since October 2023 · 1,072 days · 382 GB | 382 GB | Analytics |
| KuCoin | OGN-USDT since October 2023 · 1,072 days · 225 GB | — | 225 GB | Analytics |
| Binance Spot | OGNUSDT since October 2023 · 1,072 days · 205 GB | — | 205 GB | Analytics |
| Mexc | OGNUSDT since September 2024 · 742 days · 193 GB | — | 193 GB | Analytics |
| KuCoin Futures | — | OGNUSDTM since April 2024 · 895 days · 193 GB | 193 GB | Analytics |
| Gate.io Future | — | OGN_USDT since October 2023 · 1,072 days · 146 GB | 146 GB | Analytics |
| HTX | ognusdt since October 2023 · 1,046 days · 126 GB | — | 126 GB | Analytics |
| Gate.io Spot | OGN_USDT since October 2023 · 1,071 days · 98.2 GB | — | 98.2 GB | Analytics |
| Whitebit | OGN_USDT since August 2025 · 401 days · 58.7 GB | — | 58.7 GB | Analytics |
| BingX | OGN-USDT.spot since June 2024 · 833 days · 42.6 GB | — | 42.6 GB | Analytics |
One row per venue; each cell names the heaviest instrument of that class with its first recorded day, recorded UTC days and raw (uncompressed) size. Dated futures fold every contract of the venue into one cell.
How to download OGNUSDT historical data
- Open the Data Shop — the link lands on the most-recorded OGNUSDT instrument; every other venue and class of the pair is one row of the exchange matrix above, and each row links straight to its own instrument.
- Pick a UTC day in the calendar. Each day is one file with every trade, order-book update and quote the venue published — the shop shows the day's candle and file size before you buy.
- Try a free sample day first — one complete day of a major pair, same schema, no sign-up.
- Check out; the file downloads immediately and stays in your account. Buying many days? Select them across the calendar or use the scanner bulk-add.
- Need CSV or Parquet instead of the native tick file? Append
?format=to any download — see the formats overview for the trades, BBO and liquidation exports.
Market structure & coverage
OGN quoted in Tether (USDT) spans October 2023 – September 2026 — over 3 years across spot and perpetual on 12 venues: 13 instruments, 12,090 recorded instrument-days, 4.54 TB raw.
OGN/USDT historical data — FAQ
Which exchanges have OGN/USDT tick data?
12 venues in the archive, led by Bitget, Binance USDT-M, Bybit, KuCoin and Binance Spot — 13 instruments in total across spot and perpetual. The exchange matrix on this page lists every venue with its first recorded day, recorded days and size; the cross-venue analyzer compares them live.
How far back does OGNUSDT historical data go?
The earliest OGN/USDT day in the archive is 2023-10-11 (Binance USDT-M); the latest recorded day is 2026-09-16. Across all venues the pair holds 12,090 recorded instrument-days. Coverage differs per venue — the matrix shows each venue's own span.
How big is one day of OGNUSDT data?
On average 394 MB of raw data per instrument-day across the 13 OGN/USDT instruments; the most-recorded instrument, OGNUSDT on Bitget, averages 1.62 GB per day. Files are zstd-compressed on disk (roughly 20:1); the shop shows the exact compressed size of every day before checkout.
Is OGN/USDT available as spot, perpetual and futures data?
Spot on 8 venues (Bitget, KuCoin, Binance Spot and Mexc and more); Perpetual on 5 venues (Bitget, Binance USDT-M, Bybit and KuCoin Futures and more). Each class is a separate instrument with its own day files.
Can I download OGNUSDT data as CSV or Parquet?
Yes — every free sample and every purchased tick day also exports as gzipped CSV or Parquet at no extra cost: trades and liquidations (derivatives, 2026 onward) in both formats, plus top-of-book (BBO) quotes as CSV. Timestamps are integer microseconds UTC and the columns load straight into pandas, polars or DuckDB — see the formats overview.
How much does OGN/USDT historical data cost?
€1 per instrument-day with invoice on checkout, no bulk minimum — see pricing. Free full-day samples are on the downloads page.