# Barbarakarlsson/Hyperliquid-Leaderboard-Analytics > Python terminal dashboard for analyzing the public Hyperliquid leaderboard: rank, filter and compare traders by PnL, ROI and other metrics with CSV/JSON export. Read-only public data, no trading. - Magnitude: 5.2 out of 10 — Early signal - Stars: 60 total · +0 stars today, ≈ 49 by evening - Star trust: star growth looks organic - Category: Finance & crypto · Language: Python · License: MIT · Created: 2026-09-30 · Last push: 2026-10-02 - GitHub: https://github.com/Barbarakarlsson/Hyperliquid-Leaderboard-Analytics · Page: https://gitnova.dev/en/r/Barbarakarlsson/Hyperliquid-Leaderboard-Analytics ## Useful for - Rank top Hyperliquid traders by 90-day ROI and export the list to CSV - Compare a wallet's 7d, 30d and 90d metrics to separate consistent performance from one-hit wonders - Filter traders by asset and leverage band to analyze PnL distribution ## Why it’s here - 0 stars so far today, about 49 expected by the end of the day. - The spike has held for 2 days in a row — not a one-off blip. - The repository is 2 days old and already has 60 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #189. - About 160 forks a day — people are taking the code. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 9 - Issues and pull requests: 0 - Watchers: 0 - Average over the last week: 36 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 0 - Latest release: Hyperliquid-Leaderboard-Analytics (2026-09-30) ## Stars per day, last 6 days (oldest → newest, today is partial) 2026-09-27 … 2026-10-02: 0, 0, 0, 0, 60, 0 ## Spotted in now - Top new repositories this week: #189 ## More in this category 1. **Gild-org/gild-contract** — 4.8 · Early signal · Finance & crypto · Solidity · +0 stars today, ≈ 28 by evening A set of Solidity smart contracts for the Gild project on BNB Smart Chain: DammHook, GildRouter, fee collector, and banded buyback. The code is unaudited and intended for developers working with Pancake Infinity and Four.meme. Full card: https://gitnova.dev/en/r/Gild-org/gild-contract.md 2. **BYTEX-TRADE/bytex** — 2.3 · Early signal · Finance & crypto · C# · +0 stars today, ≈ 11 by evening Open-source C#/.NET trading platform where one strategy runs unchanged through backtest, sandbox and live trading on exchanges. Full card: https://gitnova.dev/en/r/BYTEX-TRADE/bytex.md 3. **uni-launch/token-launch-handbook** — 2.1 · Early signal · Finance & crypto · HTML · +0 stars today, ≈ 16 by evening A practical handbook on creating and managing your own token without code on Solana, Ethereum, Base, BNB Chain and six more networks: guides, costs, checklists. Full card: https://gitnova.dev/en/r/uni-launch/token-launch-handbook.md 4. **Open-Dev-Society/OpenStock** — 2.1 · Cooling · Finance & crypto · TypeScript · +0 stars today, ≈ 36 by evening An open-source alternative to paid market platforms: real-time price tracking, personalized alerts, and company insights. Built with Next.js, MongoDB, and Finnhub, free for everyone. Full card: https://gitnova.dev/en/r/Open-Dev-Society/OpenStock.md 5. **nautechsystems/nautilus_trader** — 1.9 · Steady · Finance & crypto · Rust · +0 stars today, ≈ 16 by evening Open-source Rust-native trading engine for multi-asset, multi-venue systems: backtesting, simulation and live execution in one event-driven architecture, with Python as the strategy control plane. Full card: https://gitnova.dev/en/r/nautechsystems/nautilus_trader.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-02 02:22 UTC, updated every 30 minutes.