How to Monitor Whale Wallets Without Living in Explorers

The gap between advice and practice

“Follow the whales” is probably the most repeated advice in crypto. And it’s not wrong — large players often move before the rest of the market catches up.

The problem is what “following” actually looks like in practice. It means bookmarking addresses in Etherscan. Checking DeBank multiple times a day. Scrolling through Telegram bot feeds where a strategic accumulation looks identical to a gas refill. It’s tedious enough that most people give up within a week.

The tool landscape

Block explorers are great for lookup, terrible for monitoring. No filtering, no alerts, no prioritization. You have to keep checking.

Portfolio trackers like DeBank and Zapper show what a wallet holds right now. They don’t tell you when something changes. You’re polling, not monitoring.

Telegram bots solve the polling problem but create a new one: volume. Every transaction above a threshold gets broadcast. A whale consolidating dust triggers the same notification as a whale opening a new position. Eventually you mute the channel.

Arkham and Nansen add better labeling and entity resolution. The data layer is genuinely useful. But the alert systems are still fairly blunt — you get notified, but the filtering isn’t granular enough to match how you actually want to use the information.

What actually works

The traders who get real value from whale watching tend to do a few things differently:

Watch fewer wallets. Five to ten where you have genuine conviction about the operator. Fifty wallets means watching zero of them well.

Care about the what, not just the whether. Which asset moved, how much, in which direction. Not just “something happened.”

Route the signal somewhere you’ll act on it. Not your main Telegram feed where it competes with 200 other messages.

Where Stingray is today

We started with Hyperliquid — tracking large position changes and liquidation events across the platform’s most active accounts. Hyperliquid is a natural starting point because the data is structured, the positions are meaningful, and the venue attracts exactly the kind of large traders people want to follow.

Beyond Hyperliquid-specific alerts, you can add wallet entities to your watchlists alongside tokens and other entities. It keeps everything you’re tracking in one place rather than scattered across bookmarks and tabs.

Broader on-chain wallet monitoring — arbitrary addresses across Ethereum and Solana — is coming but isn’t shipped yet. We’d rather build it right than ship another firehose.