--- title: 'Data: Comparand Blog guides' url: https://comparand.xyz/blog/topic/data description: Every Comparand Blog guide about data. updated: '2026-10-21' --- # Data - [Best day of the week to buy Bitcoin? 11 years of data](https://comparand.xyz/blog/best-day-of-week-to-buy-bitcoin.md): No weekday stood out in 11 years of Coinbase Bitcoin data. Monday led on average (+0.42%), but its median was +0.09% and the top day kept changing. - [Bitcoin after a 10% weekly drop: buy-the-dip data](https://comparand.xyz/blog/bitcoin-after-10-percent-weekly-drop.md): After 77 weekly drops of 10% or more on Coinbase since 2015, Bitcoin was higher 30 days later 57.14% of the time, about the same as any day (58.04%). - [CoinGecko API alternatives for historical OHLCV data](https://comparand.xyz/blog/coingecko-api-alternatives-ohlcv.md): CoinGecko's coin-chart history is not one exchange's candles. See what its docs say and compare exchange APIs, CCXT, CoinAPI, CoinDesk Data and Comparand. - [CoinGlass alternatives for liquidation and funding data](https://comparand.xyz/blog/coinglass-alternatives-liquidation-data.md): Compare CoinGlass, Coinalyze, Velo, Laevitas, exchange APIs and Comparand for liquidation and funding data: history, prices and limits. - [Coinalyze vs Velo vs Laevitas: derivatives data compared](https://comparand.xyz/blog/coinalyze-velo-laevitas-compared.md): Coinalyze vs Velo vs Laevitas for funding, open interest and liquidations: published prices, history depth, and which fits charting, options or an API. - [Crypto drawdown recovery time: 10 big coins after 2022](https://comparand.xyz/blog/crypto-drawdowns-and-recovery-times.md): Measured yearly drops for 10 big coins on Binance, how many days each took to get back to its high, and which have not recovered yet. - [DCA vs lump sum Bitcoin: every start date tested](https://comparand.xyz/blog/dca-vs-lump-sum-bitcoin.md): Buying Bitcoin all at once beat 52 weekly buys on 68.14% of 3,581 start days since 2016. See the start-year split, Ether, 4 years and the limits. - [Do chart patterns predict crypto prices? We tested look-alikes](https://comparand.xyz/blog/do-chart-lookalikes-predict-crypto.md): In 3,600 tests on 12 crypto markets, chart look-alikes picked the next-day direction 50.22% of the time, below the 50.92% from always guessing up. - [Do longs or shorts get liquidated more? Hyperliquid data](https://comparand.xyz/blog/longs-vs-shorts-liquidated-more.md): Forced longs were 58.95% of Hyperliquid liquidated dollars over 114 days, but fell to 49.64% by September. See the months and what followed. - [Does Bitcoin dump at the US market open? 1,788 days measured](https://comparand.xyz/blog/does-bitcoin-dump-at-us-market-open.md): Binance Bitcoin's 9:30 a.m. New York hour rose on 48.10% of 1,788 days, averaging +0.7 bp. No drop pattern, but moves were 2.02x a weekend hour. - [Does high funding mean price will drop? Hyperliquid data](https://comparand.xyz/blog/does-high-funding-predict-price-drop.md): On Hyperliquid, price fell the next day after 53.37% of high-funding days, versus 52.72% of all days. See low funding, 3 days and fees. - [Glassnode vs CryptoQuant: on-chain data compared](https://comparand.xyz/blog/glassnode-vs-cryptoquant.md): Glassnode and CryptoQuant compared by published metrics, history, plans and API limits, plus how on-chain data differs from exchange price history. - [How do new Hyperliquid listings trade in month one?](https://comparand.xyz/blog/hyperliquid-new-listings-first-month.md): For 19 Hyperliquid coins, the typical daily move was 5.86% in days 1-30 and 3.86% in days 31-120. 17 of 19 calmed down. See which two did not. - [How long do Bitcoin rallies last? 51 rallies measured](https://comparand.xyz/blog/how-long-do-crypto-rallies-last.md): Coinbase Bitcoin rallies of 20% or more took a median 26 days and gained 48.23%. Winning streaks lasted a median 2 days. Ethereum too, and the limits. - [How much does Bitcoin move on CPI and Fed days?](https://comparand.xyz/blog/bitcoin-cpi-fomc-day-volatility.md): Binance Bitcoin's Fed decision hour averaged a 1.10% move vs 0.42% on normal days. CPI hours averaged 1.05%, but the typical one was about normal. - [How often does Bitcoin drop 10% in a week?](https://comparand.xyz/blog/how-often-bitcoin-drops-10-percent-week.md): Bitcoin closed 10% or more below its close a week earlier on 6.79% of Binance days and 8.41% of Coinbase days. Each year, 20% and 30% drops, other coins. - [How often would 10x or 20x leverage get liquidated?](https://comparand.xyz/blog/how-much-leverage-liquidation-odds.md): On Binance Bitcoin, a 10% move against you came within a day 1.94% of the time and within a week 16.21%. Odds for 5x to 100x, with the limits. - [Hyperliquid funding rate history: how often is it negative?](https://comparand.xyz/blog/hyperliquid-funding-rates-data.md): Measured hourly Hyperliquid funding for 24 coins: how often it was negative, typical rates, yearly averages, and how much it changed by month. - [Hyperliquid wallet trackers compared: what each shows](https://comparand.xyz/blog/hyperliquid-wallet-trackers-compared.md): Hyperdash, Arkham, Nansen, Hyperliquid's public API and Comparand compared on what a wallet view shows, live or history, and the price each publishes. - [Is crypto more volatile on weekends? Our measured answer](https://comparand.xyz/blog/crypto-weekend-volatility.md): Binance Bitcoin moved 0.29% per hour on weekends vs 0.42% on weekdays, and all 10 coins we measured were calmer. Saturday vs Sunday, and the limits. - [Kaiko and Amberdata alternatives for crypto market data](https://comparand.xyz/blog/kaiko-amberdata-alternatives.md): Kaiko, Amberdata, CoinAPI, CoinDesk Data, Tardis.dev and Comparand compared by published coverage, history, delivery and price, and who each suits. - [Most volatile crypto hours of the day, in UTC and local time](https://comparand.xyz/blog/most-volatile-hours-crypto-utc.md): We measured average hourly moves for 12 crypto markets on Binance and Coinbase. See the busiest hours in UTC, New York, London and Tokyo time. - [Polymarket and Kalshi historical data API: where to get it](https://comparand.xyz/blog/polymarket-kalshi-historical-data.md): Where to get Polymarket and Kalshi price history: what each API returns, its time steps, its limits and cost, plus one tool for both. - [Rising open interest and falling price: what came next?](https://comparand.xyz/blog/rising-open-interest-falling-price.md): On 169 Hyperliquid coins, rising open interest with falling price was followed by a higher next day 51.44% of the time, vs 50.43% for all days. - [Tardis.dev alternatives for crypto tick and trade data](https://comparand.xyz/blog/tardis-dev-alternatives-tick-data.md): Tardis.dev, CoinAPI, Kaiko, CoinDesk Data and exchange archives compared for tick, trade and order-book data: what each sells and who each suits. - [Volatility clustering in crypto: does a big day mean another?](https://comparand.xyz/blog/volatility-clustering-crypto.md): After a big Binance Bitcoin day, the next day was also big 15.84% of the time vs 9.05% normally. See 10 coins, each year, and what this cannot show. - [What happened after crypto liquidation cascades? 300 cases](https://comparand.xyz/blog/after-crypto-liquidation-cascades.md): We measured Hyperliquid's 300 largest liquidation episodes: price 15 minutes to a day later, longs vs shorts, before fees, and the limits. - [What happens after Bitcoin drops suddenly in one hour?](https://comparand.xyz/blog/bitcoin-after-big-one-hour-drops.md): After big 1-hour drops, Binance Bitcoin was up a day later 56.16% of the time vs 52.04% for all hours, and 53.77% with drops spaced 48 hours apart. - [What happens after Bitcoin has 5 red days in a row?](https://comparand.xyz/blog/red-days-in-a-row-bitcoin.md): After Binance Bitcoin's fifth red day in a row, the next day was up in 63.33% of 30 cases, but 3 days later only 46.67%. See all lengths and 12 markets. - [What happens after Bitcoin's biggest 1-hour pumps?](https://comparand.xyz/blog/what-happens-after-bitcoin-pumps.md): After big 1-hour pumps, Binance Bitcoin was up a day later 52.28% of the time vs 52.04% for all hours. Compare drops, years, Ethereum and Solana. - [What time of day do crypto liquidations happen?](https://comparand.xyz/blog/when-do-crypto-liquidations-happen.md): On Hyperliquid, liquidations peaked in the hour starting 15:00 UTC (11:00 in New York in summer) and were rarer on weekends. Hours, days, limits.