Customer stories: Token Terminal’s Data Partnership with Merkle Trade

Token Terminal发布于2024-11-18更新于2024-11-19

Executive summary

Merkle Trade is one of the fastest growing derivative exchange projects on Aptos. The project raised a $2.1m seed round from crypto-native funds, and its core team brings over 10 years of experience building both Web2 and Web3 companies. With over $15b in total trading volume, Merkle Trade recognized the need for reliable, continuous, and data-driven stakeholder reporting. To improve its existing onchain analytics and stakeholder reporting, Merkle Trade turned to Token Terminal, a leading onchain data platform trusted by institutional partners like Bloomberg.

Token Terminal's dedicated focus on data standardization made it an ideal partner for Merkle Trade. The decision to partner was further eased by the fact that Token Terminal already had a public track record of reporting standardized financial and usage metrics for other leading derivative exchange projects, such as GMX, dYdX, Vertex, and more.

“By partnering with Token Terminal, we’re able to benchmark our performance against the competition in a fair and accurate way. Having a real-time dashboard on Token Terminal is not only a great tool for our team, but for all Merkle Trade stakeholders.”

Ye, Head Builder at Merkle Trade

Data Partnership

To ensure accurate and ongoing stakeholder reporting, Merkle Trade entered into a Data Partnership with Token Terminal.

The Data Partnership consists of four different parts:

1. Smart contract registry

  • Since Merkle Trade isn’t an appchain, but a set of smart contracts running on Aptos, this first step did not require a node infrastructure setup. Instead, Token Terminal was able to rely on its existing node infrastructure.
  • To start, the Merkle Trade and Token Terminal teams worked together to build a labeled registry of Merkle Trade’s smart contracts on Aptos.
  • A complete smart contract registry is a prerequisite for the next step: the transformation of raw blockchain data into standardized financial and usage metrics.

2. Metric transformations

  • Leveraging the information in the smart contract registry, Token Terminal’s research team transformed the raw blockchain data from the smart contracts into standardized financial and usage metrics.
  • For a derivative exchange project project like Merkle Trade, the standardized metrics include net deposits, notional trading volume, fees, revenue, daily active users, and more.

3. Discovery and reporting

  • After the metric transformations, Merkle Trade was listed on the derivative exchanges market sector dashboard on Token Terminal, and also featured on the recently launched Discover page.
  • As a result, users, developers, and investors can now refer to a single source when deciding which protocols to use, integrate with, and/or invest in.
  • For Merkle Trade, the dashboards on Token Terminal streamline the reporting to existing and future stakeholders.

4. Data maintenance

  • Standardized onchain metrics require ongoing maintenance work, especially when the goal is completeness and accuracy.
  • The maintenance work has only grown in magnitude and importance over the last few years, as more DeFi projects have evolved from single to multichain apps, with often more than one business line.
  • A Data Partnership with Token Terminal means that Merkle Trade can rely on Token Terminal to manage all future updates to its metrics, and instead direct all focus on growing its onchain business.

Future opportunities

In addition to standardized financial and usage metrics, Merkle Trade and Token Terminal are excited to explore opportunities to create custom dashboards with more project-specific metrics. These dashboards would offer both LPs and traders deeper insight into the platform’s features and performance. Some examples include LP profitability, trading activity by trader profile, and more.

Through its partnership with Token Terminal, Merkle Trade turns transparency into a competitive advantage and continues to build trust with its growing community.


The authors of this content, or members, affiliates, or stakeholders of Token Terminal may be participating or are invested in protocols or tokens mentioned herein. The foregoing statement acts as a disclosure of potential conflicts of interest and is not a recommendation to purchase or invest in any token or participate in any protocol. Token Terminal does not recommend any particular course of action in relation to any token or protocol. The content herein is meant purely for educational and informational purposes only, and should not be relied upon as financial, investment, legal, tax or any other professional or other advice. None of the content and information herein is presented to induce or to attempt to induce any reader or other person to buy, sell or hold any token or participate in any protocol or enter into, or offer to enter into, any agreement for or with a view to buying or selling any token or participating in any protocol. Statements made herein (including statements of opinion, if any) are wholly generic and not tailored to take into account the personal needs and unique circumstances of any reader or any other person. Readers are strongly urged to exercise caution and have regard to their own personal needs and circumstances before making any decision to buy or sell any token or participate in any protocol. Observations and views expressed herein may be changed by Token Terminal at any time without notice. Token Terminal accepts no liability whatsoever for any losses or liabilities arising from the use of or reliance on any of this content.

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