Katana Chain Goes Live on Dune – What the New Dashboard Means for DeFi
By [Your Name] – March 3 2026
Dune Analytics announced today that it has added full‑stack data support for Katana, the Ethereum Layer‑2 solution incubated by Polygon Labs and the institutional market maker GSR. The new dashboards give developers, traders, and investors real‑time visibility into Katana’s liquidity architecture, yield mechanisms and cross‑chain activity, marking a significant step toward broader transparency for a network that aims to solve several persistent challenges in decentralized finance.
A quick refresher: What Katana is built to do
Katana is positioned as a DeFi‑focused roll‑up that runs on top of Ethereum. Its design is tied to AggLayer’s liquidity engine and incorporates several novel components:
| Feature | How it works | Intended benefit |
|---|---|---|
| Chain‑Owned Liquidity (CoL) | Fees collected by the sequencer are funneled into a permanent liquidity pool. | Provides deep, lasting liquidity for on‑chain markets and lifts yields for participants. |
| VaultBridge | Assets that cross to Katana are automatically allocated to low‑risk, yield‑generating strategies on Ethereum and the returns are routed back to Katana’s DeFi pools. | Creates a “real‑yield” pipeline that supplements traditional liquidity‑mining rewards. |
| Agora’s AUSD stablecoin | A USD‑pegged token backed by off‑chain U.S. Treasury securities. | Delivers a Treasury‑level yield to the Katana ecosystem, enhancing stability and returns. |
| Zero‑Knowledge (ZK) Security | Utilises AggLayer’s ZK proofs via Succinct Labs’ SP1 prover to settle cross‑chain transactions trustlessly. | Improves security and reduces reliance on external bridges. |
| Analytics & Flow Monitoring | Dune dashboards track cross‑chain deposits, AUSD adoption, trading volume on SushiSwap and Morpho, and institutional inflows. | Gives participants a transparent view of liquidity dynamics and performance. |
Together, these pieces aim to counter two chronic issues in DeFi: fragmented liquidity across multiple L2s and “unsustainable” yield farming that often relies on token incentives rather than real economic activity.
The Dune rollout
The first set of publicly available dashboards can be found at the following URLs:
- Katana Overview – a consolidated view of the chain’s health, fee income, and liquidity metrics.
- SushiSwap – Katana Integration – detailed analytics on the volume and LP incentives flowing through SushiSwap on Katana.
- Morpho – Katana Integration – performance data for the Morpho money market protocol when operating on the Katana roll‑up.
Each dashboard pulls data directly from Katana’s RPC endpoints and aggregates it through Dune’s query engine, allowing users to slice and dice the information using familiar SQL‑like syntax. The visualizations include time‑series charts of fee accrual, AUSD issuance, and cross‑chain deposit flows via VaultBridge.
Why the addition matters
Improved data hygiene for a nascent L2 – Historically, emerging roll‑ups have suffered from a lack of reliable, public data, making it difficult for analysts and institutional players to assess risk. Dune’s integration supplies a trustworthy source of on‑chain metrics, which could accelerate capital allocation to Katana.
Easier composability assessment – By surfacing how Katana interacts with major DeFi primitives like SushiSwap and Morpho, the dashboards help developers evaluate the true composability of the network. This is particularly valuable for projects looking to deploy liquidity‑intensive strategies without building their own analytics stack.
Signal for institutional interest – The presence of GSR—a well‑known market maker—paired with Polygon’s backing already offers a credibility signal. Public analytics further reinforces that confidence, potentially drawing more institutional inflows that are already being tracked in the “Ecosystem Growth” sections of the dashboards.
ZK‑proof transparency – The ZK security model is a differentiator for Katana. Dune now visualizes proof submission rates and verification latency, giving the community a tangible way to monitor the roll‑up’s security guarantees.
What’s next for Katana on Dune
Dune’s platform invites community contributions through its Data Request list. Stakeholders who wish to see additional metrics—such as granular borrower‑level data on Morpho or deeper breakdowns of AUSD‑backed yield—can submit proposals via the Dune portal. Moreover, developers can use Dune Catalyst to publish custom dashboards, making their own analyses discoverable by the broader ecosystem.
For teams wanting to start working with Katana data, Dune provides documentation covering the EVM schema, step‑by‑step guides on building dashboards, and a Sim API for rapid prototyping.
Key takeaways
- Katana’s launch on Dune delivers the first comprehensive, public analytics suite for the Layer‑2, covering liquidity, yields, and cross‑chain flows.
- Chain‑Owned Liquidity and VaultBridge aim to generate “real‑yield” that is less dependent on token incentives, a shift that could make Katana attractive to yield‑focused capital.
- The inclusion of a Treasury‑backed stablecoin (AUSD) and ZK‑proof security adds both yield and trust layers, differentiating Katana from other L2 solutions.
- Transparency through Dune may accelerate institutional participation, as investors can now monitor fee income, liquidity depth, and proof performance in near‑real time.
- Community members can expand the data set via Dune’s Data Request system or by building custom dashboards with Dune Catalyst, ensuring the analytics ecosystem will evolve alongside Katana’s growth.
As DeFi continues to search for sustainable yield sources and robust cross‑chain interoperability, Katana’s visibility on a platform like Dune could be a catalyst for broader adoption—and for a more data‑driven approach to evaluating emerging blockchain infrastructure.
Source: https://dune.com/blog/katana-is-now-live-on-dune
