--- title: "Resources: Market Data Research & Guides" description: "Explore original market research, practical data guides, verified work powered by 0xArchive, and major product updates for Hyperliquid and Lighter." canonical_url: "https://0xarchive.io/resources" markdown_url: "https://0xarchive.io/resources.md" route: "/resources" robots: "index, follow" generated_from: "prerendered_html" --- # Resources Research built from order-level market history, practical market data guides, verified work powered by 0xArchive, and major product updates. [Research Original studies built from order books, trades, funding, open interest, and liquidation history.](https://0xarchive.io/resources/research) [Market Data Guides Practical explanations for reading, testing, and using Hyperliquid and Lighter market data.](https://0xarchive.io/resources/market-data-guides) [Built with 0xArchive Verified research, tools, and market investigations powered by 0xArchive data or infrastructure.](https://0xarchive.io/resources/built-with-0xarchive) [Product Updates Major customer-facing launches, coverage expansions, and new ways to work with the archive.](https://0xarchive.io/resources/product-updates) ## Research Original studies built from order books, trades, funding, open interest, and liquidation history. [View all](https://0xarchive.io/resources/research) [![Regime Mixing in Perpetual Futures Signals editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/07/9c52dae5-f88f-47f9-9cd9-b103d215613f.webp) Regime Mixing in Perpetual Futures Signals](https://0xarchive.io/blog/regime-mixing-perpetual-futures-signals) [![Funding Rates as a Positioning Signal editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/07/ae253939-9660-445d-89a8-4520d0dbe863.webp) Funding Rates as a Positioning Signal](https://0xarchive.io/blog/funding-pressure-map-perpetual-futures) [![For 49 Hours During the Iran Strikes, Hyperliquid Was the Only Liquid Oil Market editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/90293f89-8855-49c9-b0a2-55be1918cc04.webp) For 49 Hours During the Iran Strikes, Hyperliquid Was the Only Liquid Oil Market](https://0xarchive.io/blog/for-49-hours-during-the-iran-strikes-hyperliquid-was-the-only-liquid-oil-market) [![Hyperliquid: Weekend Price Discovery in 24/7 Markets editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/b42bfdac-a9cc-41fd-aacd-90da54eacefb.webp) Hyperliquid: Weekend Price Discovery in 24/7 Markets](https://0xarchive.io/blog/hyperliquid-weekend-price-discovery-in-24-7-markets) [![Weekend Market Note: Hormuz Blockade editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/e778a6cd-079c-4e61-8d08-d533ad905ba6.webp) Weekend Market Note: Hormuz Blockade](https://0xarchive.io/blog/weekend-market-note-hormuz-blockade) [![Pre-IPO Perpetuals editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/ea425191-f72b-46a2-a3b1-e921e68bef88.webp) Pre-IPO Perpetuals](https://0xarchive.io/blog/pre-ipo-perpetuals) [![Addressing Hyperliquid's HIP-3 Deployer Bottleneck editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/019c9e54-99ad-443d-a188-e80085556ac1.webp) Addressing Hyperliquid's HIP-3 Deployer Bottleneck](https://0xarchive.io/blog/addressing-hyperliquid-s-hip-3-deployer-bottleneck) [![Who is trading on HIP-3? editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/914a8825-281c-49e4-856d-878e8143a139.webp) Who is trading on HIP-3?](https://0xarchive.io/blog/who-is-trading-on-hip-3) [![Who is actually trading on Trade.xyz? editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/800bf8e9-fabd-434d-aeff-1cf9d4ee7f89.webp) Who is actually trading on Trade.xyz?](https://0xarchive.io/blog/who-is-actually-trading-on-trade-xyz) [![The Oil Trader's Guide to the Strait of Hormuz editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/d75c9b09-a8bc-42a4-b50b-43b4828b5b03.webp) The Oil Trader's Guide to the Strait of Hormuz](https://0xarchive.io/blog/the-oil-trader-s-guide-to-the-strait-of-hormuz) [![Can Hyperliquid Predict the S&P 500? editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/680db799-01e4-49cf-a243-7878afcb472f.webp) Can Hyperliquid Predict the S&P 500?](https://0xarchive.io/blog/can-hyperliquid-predict-the-s-and-p-500) [![Two Weeks of HIP-4: A Forensic Look at Hyperliquid's Outcome Markets editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/8888d100-ed54-4d14-9090-0c2b7ffdec9e.webp) Two Weeks of HIP-4: A Forensic Look at Hyperliquid's Outcome Markets](https://0xarchive.io/blog/two-weeks-of-hip-4-a-forensic-look-at-hyperliquid-s-outcome-markets) The pooled funding-divergence result hid a state-dependent pattern. Conditioning on observed open-interest and price quadrants changed the signal's meaning. July 20, 2026 12 min read [Read research](https://0xarchive.io/blog/regime-mixing-perpetual-futures-signals) ## Market Data Guides Practical explanations for reading, testing, and using Hyperliquid and Lighter market data. [View all](https://0xarchive.io/resources/market-data-guides) [![Who Is Trading on HIP-3? The Data Stack Behind Arrakis's 175,703-Wallet Map editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/07/1631f44d-656e-41ff-b5de-02eb8edc0766.webp) Who Is Trading on HIP-3? The Data Stack Behind Arrakis's 175,703-Wallet Map](https://0xarchive.io/blog/who-is-trading-on-hip3-arrakis-data-stack) [![From HIP-3 Order Flow to a Defensible Wallet Taxonomy editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/07/d1a38040-9634-450d-8cf5-0f54e5c406e1.webp) From HIP-3 Order Flow to a Defensible Wallet Taxonomy](https://0xarchive.io/blog/hip3-wallet-classification-benchmark) [![When HIP-3 Research Outgrows the Venue API editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/07/5cf56da2-abd2-4171-b95e-5a10a219a658.webp) When HIP-3 Research Outgrows the Venue API](https://0xarchive.io/blog/0xarchive-vs-hyperliquid-native-hip3-orderflow) [![HIP-3 historical data at L4: every order, cancel, and fill editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/e41d8def-0cf5-43cc-a738-ab9c3fb41c49.webp) HIP-3 historical data at L4: every order, cancel, and fill](https://0xarchive.io/blog/hip3-l4-order-data) [![Hyperliquid Liquidation Data: What the Candle Hides editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/52a387e8-8c2d-48d3-8b48-885dca35b9bb.webp) Hyperliquid Liquidation Data: What the Candle Hides](https://0xarchive.io/blog/hyperliquid-liquidations-data) [![HIP-4 Outcome Market Data: The Price Is a Probability editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/b60964a3-ff2b-44bf-b50d-7c510a4b269f.webp) HIP-4 Outcome Market Data: The Price Is a Probability](https://0xarchive.io/blog/hip4-outcome-markets-data) [![Lighter L3 Order-Level Data: Every Order, and Who Placed It editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/ea229e6d-22f6-439d-973e-4295fc874ce2.webp) Lighter L3 Order-Level Data: Every Order, and Who Placed It](https://0xarchive.io/blog/lighter-historical-market-data) [![Hyperliquid Order Book Data: L2 Levels and Full L4 Reconstruction editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/c42237c1-6758-4246-9d69-50055018c7b0.webp) Hyperliquid Order Book Data: L2 Levels and Full L4 Reconstruction](https://0xarchive.io/blog/hyperliquid-order-book-data-api) [![When Checkpoint History Is Enough and When You Need Order-Level Depth editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/c8e7e726-2cbf-47dc-b415-b7bc90af3f5e.webp) When Checkpoint History Is Enough and When You Need Order-Level Depth](https://0xarchive.io/blog/when-checkpoint-history-is-enough-and-when-you-need-order-level-depth) [![When Agent Workflows Need Replayable Market Data, Not Just Raw API Access editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/78706432-2358-4dd0-8a8d-bb962b8f44dc.webp) When Agent Workflows Need Replayable Market Data, Not Just Raw API Access](https://0xarchive.io/blog/replayable-market-data-for-mcp-cli-and-agent-workflows) [![How to Run a One-Symbol Parity Test Before You Migrate Historical Data editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/0c1eb83c-8f2e-4604-a7ae-04af60a6c07e.webp) How to Run a One-Symbol Parity Test Before You Migrate Historical Data](https://0xarchive.io/blog/how-to-run-a-one-symbol-parity-test-before-you-migrate-historical-data) [![Hyperliquid Historical Data API for Backtesting: Native API vs 0xArchive editorial cover artwork](https://api.0xarchive.io/cms-assets/2026/06/248a0647-a884-47b9-b556-da4e65538ea0.webp) Hyperliquid Historical Data API for Backtesting: Native API vs 0xArchive](https://0xarchive.io/blog/hyperliquid-historical-data-api-for-backtesting) [![Funding Rate Arbitrage: Hyperliquid x Lighter editorial cover artwork](https://0xarchive.io/blog/funding-rate-arbitrage.webp) Funding Rate Arbitrage: Hyperliquid x Lighter](https://0xarchive.io/blog/funding-rate-arbitrage) [![Example: BTC Liquidation Heatmap editorial cover artwork](https://0xarchive.io/blog/liquidation-heatmap.webp) Example: BTC Liquidation Heatmap](https://0xarchive.io/blog/liquidation-heatmap) Arrakis published a HIP-3 participant map large enough to make the historical data layer visible: seven markets, 175,703 wallets, and 808M order events. July 3, 2026 5 min read [Read article](https://0xarchive.io/blog/who-is-trading-on-hip3-arrakis-data-stack) ## Product Updates Major customer-facing launches, coverage expansions, and new ways to work with the archive. [View all](https://0xarchive.io/resources/product-updates) [![HIP-3 L4 & TP/SL Order Data Now Available on 0xArchive editorial cover artwork](https://0xarchive.io/blog/l4-tpsl-data.webp) HIP-3 L4 & TP/SL Order Data Now Available on 0xArchive](https://0xarchive.io/blog/l4-tpsl-data) [![HIP-3 Full Coverage: 125 Markets Across 6 Builders editorial cover artwork](https://0xarchive.io/blog/hip3-full-coverage.webp) HIP-3 Full Coverage: 125 Markets Across 6 Builders](https://0xarchive.io/blog/hip3-full-coverage) [![0xArchive CLI and Rust SDK Now Available editorial cover artwork](https://0xarchive.io/blog/cli-rust-sdk.webp) 0xArchive CLI and Rust SDK Now Available](https://0xarchive.io/blog/cli-rust-sdk) [![Trade.xyz Markets: 21 New HIP-3 Builder Perps editorial cover artwork](https://0xarchive.io/blog/tradexyz-markets.webp) Trade.xyz Markets: 21 New HIP-3 Builder Perps](https://0xarchive.io/blog/tradexyz-markets) [![HIP-3 Candles Are Live editorial cover artwork](https://0xarchive.io/blog/hip3-candles.webp) HIP-3 Candles Are Live](https://0xarchive.io/blog/hip3-candles) [![Kinetiq x 0xArchive: HIP-3 Builder Perp History editorial cover artwork](https://0xarchive.io/blog/kinetiq-hip3.webp) Kinetiq x 0xArchive: HIP-3 Builder Perp History](https://0xarchive.io/blog/kinetiq-hip3) [![Lighter Self-Serve Now Live editorial cover artwork](https://0xarchive.io/blog/lighter-self-serve.webp) Lighter Self-Serve Now Live](https://0xarchive.io/blog/lighter-self-serve) [![Lighter Full-Depth Order Book Data on 0xArchive editorial cover artwork](https://0xarchive.io/blog/lighter-xyz-support.webp) Lighter Full-Depth Order Book Data on 0xArchive](https://0xarchive.io/blog/lighter-xyz-support) [![Introducing 0xArchive: Hyperliquid Historical Data API editorial cover artwork](https://0xarchive.io/blog/introducing-0xarchive.webp) Introducing 0xArchive: Hyperliquid Historical Data API](https://0xarchive.io/blog/introducing-0xarchive) 0xArchive exposes Hyperliquid and HIP-3 L4 order books, lifecycle events, and TP/SL history through REST, WebSocket, and S3 Parquet export. March 16, 2026 11 min read [Read article](https://0xarchive.io/blog/l4-tpsl-data) ## Reproduce the work with the underlying data. Browse available datasets, then use the developer guides to pull, replay, and validate the same market history. [Explore the Data Catalog](https://0xarchive.io/data/catalog) [Open Developer Guides](https://docs.0xarchive.io/)