OGN/USDT (OGNUSDT) Historical Market Data — Every Tick, €1 a Day
Every message of each venue's OGN/USDT feed — tick-by-tick trades, Level-2 order-book updates at full depth and quotes, not candles — across 12 exchanges and 13 instruments (spot and perpetual), October 2023 – present, captured co-located at each venue with nanosecond timestamps in one schema, 4.57 TB raw, with 1-minute OHLCV derived from it. Any instrument-day is €1 — buy as a guest, download instantly.
Every OGN/USDT print, one schema
Every OGN/USDT print — price, size, side and exchange timestamp — at full resolution, not sampled.
Every Level-2 snapshot and update at the venue's full book depth, plus top-of-book where the venue publishes it — nanosecond venue and receive timestamps, so OGN/USDT liquidity and slippage replay exactly.
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 · 904 days · 985 GB | OGNUSDT since May 2024 · 878 days · 1.36 TB | 2.32 TB |
| Binance USDT-M | — | OGNUSDT since October 2023 · 1,092 days · 612 GB | 612 GB |
| Bybit | — | OGNUSDT since October 2023 · 1,092 days · 387 GB | 387 GB |
| KuCoin | OGN-USDT since October 2023 · 1,092 days · 228 GB | — | 228 GB |
| Binance Spot | OGNUSDT since October 2023 · 1,092 days · 208 GB | — | 208 GB |
| Mexc | OGNUSDT since September 2024 · 762 days · 198 GB | — | 198 GB |
| KuCoin Futures | — | OGNUSDTM since April 2024 · 915 days · 196 GB | 196 GB |
| Gate.io Future | — | OGN_USDT since October 2023 · 1,092 days · 147 GB | 147 GB |
| HTX | ognusdt since October 2023 · 1,066 days · 126 GB | — | 126 GB |
| Gate.io Spot | OGN_USDT since October 2023 · 1,091 days · 99.1 GB | — | 99.1 GB |
| Whitebit | OGN_USDT since August 2025 · 421 days · 60.9 GB | — | 60.9 GB |
| BingX | OGN-USDT.spot since June 2024 · 853 days · 43.9 GB | — | 43.9 GB |
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.
OGN/USDT spread, depth and turnover per exchange
Where OGN/USDT is tightest, deepest and busiest — average quoted spread, order-book depth and daily turnover per venue, computed from our own recordings. The tick files behind these numbers are the same ones in the shop.
| Venue | Instrument | Avg spread (bps) | Top-of-book depth | Top-20 depth | Turnover / day | Trades / day |
|---|---|---|---|---|---|---|
| Binance USDT-M | OGNUSDT · Perpetual | 5.37 | $322.93 | $37.9K | $2.4M | 46,893 |
| Binance Spot | OGNUSDT · Spot | 10 | $269.16 | $13.3K | $746.9K | 14,757 |
| Bybit | OGNUSDT · Perpetual | 12 | $58.58 | $2.1K | $345.5K | 7,665 |
| Bitget | OGNUSDT · Perpetual | 9.86 | $280.87 | $36.6K | $198.8K | 2,281 |
| Whitebit | OGN_USDT · Spot | 33 | $24.28 | $10.2K | $91.2K | 6,761 |
| Mexc | OGNUSDT · Spot | 11 | $270.5 | $11.3K | $62.9K | 3,043 |
| BingX | OGN-USDT.spot · Spot | 23 | $530.28 | $19.9K | $55.1K | 6,805 |
| KuCoin Futures | OGNUSDTM · Perpetual | 31 | $107.89 | $9.8K | $25.2K | 1,369 |
| Gate.io Future | OGN_USDT · Perpetual | 14 | $28.49 | $3.2K | $24.7K | 1,095 |
| Bitget | OGNUSDT.spot · Spot | 19 | $94.94 | $8.6K | $18.6K | 539 |
| Gate.io Spot | OGN_USDT · Spot | 44 | $152.93 | $6.6K | $17.0K | 339 |
| KuCoin | OGN-USDT · Spot | 27 | $197.92 | $4.5K | $12.8K | 268 |
| HTX | ognusdt · Spot | 143 | $221.01 | $1.5K | $3.2K | 261 |
Averages over the recorded days of the 30 days to 2026-10-06, computed from our own order-book and trade recordings. Spread = average quoted spread in basis points; top-of-book depth = mean of best bid and best ask size in USD; top-20 depth = mid-side total notional over the top 20 levels (((bid + ask) / 2) × 20). Ranked by turnover.
OGN/USDT tick size, lot size and contract rules per exchange
The trading rules each venue publishes for its OGN/USDT instrument — tick size, lot size, minimum order, contract size and the funding interval of the perpetuals. Backtests need them to round prices and sizes the way the venue does.
| Venue | Instrument | Tick size | Lot size | Min order · notional | Contract size | Funding | Listed |
|---|---|---|---|---|---|---|---|
| Bitget | OGNUSDT.spot Spot · stats | 0.00001 | 0.0001 | — · 1 USDT | — | — | — |
| Bitget | OGNUSDT Perpetual · linear · stats | 0.00001 | 1 | 1 · 5 USDT | — | 4 h | — |
| Binance USDT-M | OGNUSDT Perpetual · linear · stats | 0.00001 | 1 | 1 · 5 USDT | — | 4 h | 2021-03-31 |
| Bybit | OGNUSDT Perpetual · linear · stats | 0.000001 | 1 | 1 · 5 USDT | — | 8 h | — |
| KuCoin | OGN-USDT Spot · stats | 0.00001 | 0.0001 | 0.1 · 0.1 USDT | — | — | — |
| Binance Spot | OGNUSDT Spot · stats | 0.00001 | 1 | 1 · 5 USDT | — | — | — |
| Mexc | OGNUSDT Spot · stats | 0.00001 | 0.01 | — | — | — | — |
| KuCoin Futures | OGNUSDTM Perpetual · linear · stats | 0.00001 | 1 | 1 · — | 10 OGN | 4 h | 2022-07-07 |
| Gate.io Future | OGN_USDT Perpetual · linear · stats | 0.00001 | 1 | 1 · — | — | 4 h | — |
| HTX | ognusdt Spot · stats | 0.0001 | 0.01 | 0.1 · 1 USDT | — | — | 2020-06-18 |
| Gate.io Spot | OGN_USDT Spot · stats | 0.00001 | 0.01 | 0.01 · — | — | — | 2021-03-28 |
| Whitebit | OGN_USDT Spot · stats | 0.00001 | 0.01 | 10 · 1 USDT | — | — | — |
| BingX | OGN-USDT.spot Spot · stats | 0.00001 | 1 | — · 1 USDT | — | — | — |
Exchange-published instrument rules as synced on 2026-10-07: tick size = smallest price step, lot size = smallest quantity step, minimums as order quantity in base units · notional in quote currency, contract size per contract, funding = settlement interval of the perpetual. Every day file carries the same fields in its first line. Venues change these rules — check the venue before trading.
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 as a guest — pay by card, no account, no sales call — and the file downloads immediately at €1 per instrument-day. 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): tick data has been recorded since October 2023, with new days added daily — over 3 years of history across spot and perpetual on 12 venues: 13 instruments, 12,350 recorded instrument-days, 4.57 TB raw. Each day is one complete tick file — not a snapshot or candle feed — at €1 per instrument-day, self-service, with no subscription.
Why buy OGN/USDT data here
Four things every page on this site is built on — and the reason the numbers above exist at all.
We record everything
The complete public feed of each venue as it was published: every Level-2 snapshot and update at the venue's full book depth, every trade with its aggressor side, every quote, funding, mark-price and liquidation event — for every instrument the venue lists, every UTC day since we added the venue. Nothing sampled, no top-N cut, no on-demand capture.
Institutional grade
Captured co-located at the venue with the exchange timestamp and our receive timestamp in integer nanoseconds, an event-id chain that makes any gap visible, and one normalized schema across 35+ venues — the same capture our own high-frequency trading engine and enterprise feeds run on.
€1 per instrument-day
Any instrument-day is €1, series-day bundles start at €1 — no subscription, no minimum order, no tiers to unlock. Credit packs lower the effective price and never expire, and every venue has free full-day samples to test against first.
Self-service for everyone
Pick the days in the Data Shop, pay by card as a guest and download immediately — no sales call, no enterprise contract, no KYC. Coding agents buy the same files through the MCP server, and the free Agent Skill teaches them the format.
Agents: /llms.txt · MCP server /mcp · every page as markdown via Accept: text/markdown
OGN/USDT historical data — FAQ
Which exchanges have OGN/USDT tick data?
Every venue that lists the pair, every instrument, every day since it was added: 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 much does OGN/USDT historical data cost?
€1 per OGNUSDT instrument-day — no subscription, no minimum order, no account needed: buy as a guest, download instantly, or use credit packs that never expire. Free full-day samples first on the downloads page; details on pricing.
How far back does OGNUSDT historical data go?
The earliest OGN/USDT day in the archive is 2023-10-11 (Binance USDT-M); the pair is still being recorded and a new day is added every day. Across all venues the pair holds 12,350 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 388 MB of raw data per instrument-day across the 13 OGN/USDT instruments; the most-recorded instrument, OGNUSDT on Bitget, averages 1.59 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.
Which exchange has the tightest OGN/USDT spread?
In the 30 days to 2026-10-06 the lowest average quoted spread among the actively traded OGN/USDT instruments in our recordings was on Binance USDT-M (OGNUSDT, perpetual) at 5.37 basis points; for comparison: Bitget OGNUSDT 9.86 bps, Binance Spot OGNUSDT 10 bps, Mexc OGNUSDT 11 bps. Measured from the recorded order books, averaged per day — the market-structure table on this page lists every venue.
Which exchange has the deepest OGN/USDT order book?
In the 30 days to 2026-10-06 Binance USDT-M (OGNUSDT, perpetual) carried the most resting liquidity: on average $37.9K per side within the top 20 price levels and $322.93 at the best bid/ask. Depth is the mid-side total notional over the top 20 levels, computed from our full-depth order-book recordings.
Where is OGN/USDT traded the most?
In the 30 days to 2026-10-06 Binance USDT-M (OGNUSDT, perpetual) led with about $2.4M of turnover and 46,893 trades per day, out of 13 OGN/USDT instruments with recorded activity.
What is the tick size of OGN/USDT?
The smallest price step per instrument — Bitget OGNUSDT.spot (spot): 0.00001; Bitget OGNUSDT (perpetual): 0.00001; Binance USDT-M OGNUSDT (perpetual): 0.00001; Bybit OGNUSDT (perpetual): 0.000001; KuCoin OGN-USDT (spot): 0.00001; Binance Spot OGNUSDT (spot): 0.00001. The smallest quantity step (lot size) — Bitget OGNUSDT.spot (spot): 0.0001; Bitget OGNUSDT (perpetual): 1; Binance USDT-M OGNUSDT (perpetual): 1; Bybit OGNUSDT (perpetual): 1; KuCoin OGN-USDT (spot): 0.0001; Binance Spot OGNUSDT (spot): 1. The instrument-specifications table on this page lists every row. Values as synced from the venues on 2026-10-07; exchanges change these rules, so check the venue before trading.
What is the minimum order size for OGN/USDT?
Minimum order quantity and, where the venue publishes one, minimum notional — Bitget OGNUSDT.spot (spot): 1 USDT notional; Bitget OGNUSDT (perpetual): 1 OGN / 5 USDT notional; Binance USDT-M OGNUSDT (perpetual): 1 OGN / 5 USDT notional; Bybit OGNUSDT (perpetual): 1 OGN / 5 USDT notional; KuCoin OGN-USDT (spot): 0.1 OGN / 0.1 USDT notional; Binance Spot OGNUSDT (spot): 1 OGN / 5 USDT notional. Values as synced from the venues on 2026-10-07; exchanges change these rules, so check the venue before trading.
What is the funding interval of OGN/USDT perpetuals?
Funding settles Bitget OGNUSDT (perpetual): every 4 h; Binance USDT-M OGNUSDT (perpetual): every 4 h; Bybit OGNUSDT (perpetual): every 8 h; KuCoin Futures OGNUSDTM (perpetual): every 4 h, contract size 10 OGN; Gate.io Future OGN_USDT (perpetual): every 4 h. Every funding-rate update is part of the recorded perpetual day files (message type 9), so the full funding history replays from the archive. Values as synced from the venues on 2026-10-07; exchanges change these rules, so check the venue before trading.