OhShii Labs says it has rebuilt the query engine behind its Wallet Analyzer tool, cutting loading times sharply for both wallet balances and transaction history.
According to the company, a wallet holding 132 different tokens previously took around 6.2 seconds to load balances. After the upgrade, that process now takes 288 milliseconds.
Transaction history appears to have improved even more. OhShii said the same wallet previously timed out after 60 seconds when loading transaction history. The rebuilt system now returns results in around 83 milliseconds.
Smaller wallets are also seeing faster response times. OhShii said a wallet with three tokens previously took 5.4 seconds for a full load, while the new version takes around 77 milliseconds.
The update reflects a wider issue across blockchain analytics tools, where large wallets and long transaction histories can quickly become difficult to process. Users often have to wait several seconds, or sometimes much longer, when trying to analyse active wallets with multiple assets, liquidity pool positions or high trading volume.
Wallet tracking tools have become more important across crypto as traders look for better ways to monitor performance, transaction history and portfolio changes. Delays can make those tools less useful, particularly for users who are actively trading or reviewing market movements in real time.
OhShii has also introduced a reverse lookup feature for ICP transactions. Previously, users often had to work with long hexadecimal AccountIdentifier strings when reviewing wallet activity.
The new system can now convert those raw account IDs into human-readable Principal IDs, making wallet tracking easier to follow.
Another addition is a profit and loss period selector. Users can now view swap performance across different timeframes, including seven days, 30 days, 90 days or all-time.
The company says the new query engine removes the need for full history scans before loading data, which is one of the reasons behind the faster speeds.
The update comes as competition continues to increase among blockchain analytics platforms. Users are increasingly expecting tools to offer faster searches, better wallet visibility and simpler interfaces, particularly as more on-chain activity moves beyond basic token transfers into swaps, liquidity pools and multi-token portfolios.
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