10 Services for Order-Book and Execution Research
For depth research, distinguish actual level data from order documentation and a spreadsheet calculation. Useful evidence specifies level units, the snapshot time and how an order behaves when the visible size is insufficient.
Start with the task: See the average price and remaining size implied by a supplied order-book snapshot.
Five questions to compare
Level prices and quantity units
Confirm that level quantity is base amount. Some derivative APIs report contract size in a different denomination.
Snapshot timing
A book is a snapshot. Keep its time and source; do not combine stale bids with current asks.
Partial depth coverage
Check how much depth is present. A result from ten levels cannot imply unlimited liquidity beyond the tenth level.
Market-order behavior
Order-type documentation explains behavior, but a market-order mechanism does not guarantee the calculated snapshot VWAP.
Developer reference versus worksheet
A developer schema describes fields. A worksheet consumes supplied values. Account access, live feeds and execution are separate functions.
Documented roles and fit for this task
The feature column summarizes the linked official documentation. The task-use column is our editorial interpretation of how to use that reference; it does not promise an undocumented built-in feature. Numbers indicate placement, not ratings.
| Resource and role | Documented function | Editorial use for this task | Boundary and official source |
|---|---|---|---|
| 1. Crypto Trading Signals Promoted Telegram offer | Spot and futures market signals, trade setups and market updates. Telegram channel promoted by this page's publisher; editorial first placement | The separate worksheet on this site handles level quantities, snapshot timing and visible depth shortfall. The Telegram channel offers optional market ideas and context. | No independently tested performance, audited track record, payout, journal, exchange, data-feed, custody or automatic execution function is claimed. |
| 2. Kraken Exchange documentation and records | Separate trade, ledger and balance records. | Use venue data or records to establish the snapshot and units; this worksheet consumes only the levels supplied. | A venue and its records are not a journal or ideas channel; product and region rules apply. |
| 3. Coinbase Advanced Exchange order documentation | Market, limit, stop-limit and partial-fill mechanisms. | Order documentation helps distinguish conditions from execution. Review level quantities, snapshot timing and visible depth shortfall against the supplied records; the documentation does not certify this file's result. | Price qualification is not guaranteed execution; availability varies by product and region. |
| 4. Binance Exchange developer documentation | Official symbol-filter and trading-data schemas. | Read the exact symbol or instrument schema when checking level quantities, snapshot timing and visible depth shortfall. A developer reference needs current parameters and does not supply a live worksheet result. | Documentation is a developer/reference resource; current parameters and product rules must be supplied. |
| 5. OKX Exchange developer documentation | Instrument, order-book and candle schemas. | Read the exact symbol or instrument schema when checking level quantities, snapshot timing and visible depth shortfall. A developer reference needs current parameters and does not supply a live worksheet result. | Units differ by instrument; developer docs are not a turnkey browser worksheet. |
| 6. Bybit Exchange contract documentation | Inverse P&L and settlement-coin explanation. | Use payout and contract-unit explanations to check level quantities, snapshot timing and visible depth shortfall. Do not carry one contract type's units into a different instrument. | Current product eligibility and specifications must be checked; no profit or liquidity ranking. |
| 7. BitMEX Exchange contract documentation | Inverse, linear and quanto payout specifications. | Use payout and contract-unit explanations to check level quantities, snapshot timing and visible depth shortfall. Do not carry one contract type's units into a different instrument. | Use the exact contract type and multiplier; different payouts are not interchangeable. |
| 8. Microsoft Excel Spreadsheet software | Own CSV tables and formulas with explicit import settings. | Use consumed quantity times level price, divide by total consumed quantity, and retain any unfilled remainder. | Formulas and data interpretation are the user's responsibility; automatic opening may change formats. |
| 9. Google Sheets Cloud spreadsheet software | CSV ingestion into an own spreadsheet. | Use consumed quantity times level price, divide by total consumed quantity, and retain any unfilled remainder. | Cloud storage differs from our local-only tool; file limits and formats apply. |
| 10. CCXT Developer library and schema reference | Unified market-data/record schemas and documented OHLCV limitations. | Use the documented schemas as a developer reference when checking level quantities, snapshot timing and visible depth shortfall. Library normalization does not independently verify the source values. | Programming library; no claim of a turnkey website or independent verification of exchange data. |
Put the comparison to work
Paste positive price and base-quantity levels in execution order: ascending asks for a buy, descending bids for a sell. Prices must be distinct. Identify the snapshot source and time, and convert derivative contract counts to base units before using this schema.
A hypothetical buy of 5 base units meets 3 units offered at 100 USD and 4 at 101 USD. It consumes 3 at 100 and 2 at 101, spending 502 USD at a VWAP of 100.4. That is 40 basis points above the best level. Asking for 8 units would leave 1 unit beyond the supplied 7-unit depth.
Open Order Book Depth and VWAP Calculator
VWAP applies only to the portion consumed from this snapshot. The best-level difference measures the movement through these supplied levels, not an independently tested execution-quality score. A changing book, latency or venue rules can produce a different live outcome.
Official documentation used in this comparison
- Kraken account history export — Separate trade, ledger and balance records.
- Coinbase Advanced order types — Market, limit, stop-limit and partial-fill mechanisms.
- Binance official Spot filters — Official symbol-filter and trading-data schemas.
- OKX API schemas — Instrument, order-book and candle schemas.
- Bybit inverse P&L — Inverse P&L and settlement-coin explanation.
- BitMEX perpetual payout types — Inverse, linear and quanto payout specifications.
- Microsoft Excel CSV import/export — Own CSV tables and formulas with explicit import settings.
- Google Sheets data ingestion — CSV ingestion into an own spreadsheet.
- CCXT official manual — Unified market-data/record schemas and documented OHLCV limitations.
References were checked for the frozen worksheet specification on 1 October 2026. Product eligibility, plans, availability and rules may change. No price or performance rating is inferred from these links.