Verified Dune Dashboards for Sui Protocols
I built the public Dune dashboards for Navi, Suilend, and Bluefin. Every number traces to a contract event, not a self-reported API. Scope to delivery in 2 weeks.
Prev. Data & BI Lead at Binance and Morpho Labs
Sui Broke the Dune Playbook
On Ethereum, a lending dashboard is close to a solved problem. Dune's curated tables cover lending on 15 EVM chains and DEX trades across EVM and Solana. You query and move on.
Sui is in neither. As of 2026 it has five curated tables on Dune, and none of them cover multi-asset lending, perps internals, or protocol state. For Navi, Suilend, Bluefin, and most protocol analytics, you drop down to raw events and objects. No decoded columns, no convenience tables, no established query patterns. Every APR, every TVL figure, every liquidation gets computed from primitives.
The chain's object-centric design compounds this. State lives inside typed objects instead of account mappings, decimals are normalized differently per protocol, interest accrues through ray-encoded indexes, and standard price tables don't reliably cover Sui assets. Each of these is a place where a dashboard can be silently wrong while looking perfectly plausible.
It isn't hypothetical. The most-cited Navi dashboard on Dune, 19 charts running under the Navi name, filters on a package that belongs to Suilend. It has been reading a competitor's contract the whole time. I caught it because I rebuilt Navi's markets from on-chain primitives and the numbers refused to line up. I cross-checked the package three ways before saying so publicly.
That is the state of Sui data today: even the reference dashboards can be wrong, and almost nobody is checking. Verified beats popular.
Three Protocols, Reconstructed From the Bytes
Public dashboards built as the on-chain record for Sui's leading DeFi protocols. Each one solved a problem the standard tooling couldn't.
Navi Protocol, Sui Lending
Rebuilt Navi's lending markets across all four markets and 48 reserves after finding that the popular reference dashboard was querying the wrong protocol's contract. The pipeline discovers markets from on-chain events, pulls live reserve state through Sui RPC mid-query, applies each reserve's interest index, and prices assets with Navi's own oracle. Reconciles to Navi's live figures within 0.05%. Navi shared the dashboard publicly.
View on Dune
Suilend, Liquidations & Bad Debt
The first public record of every liquidation Suilend has processed since launch: debt repaid, collateral seized, fees and bonuses, the bots that captured them, and the single bad-debt episode in the protocol's history, reconstructed on-chain down to the thin-token price spike that caused it. Methodology and verification checks sit on the dashboard itself.
View on Dune
Bluefin, Perps On-Chain Record
Open interest, funding, liquidations, bad debt and insurance fund, volume and fees for Bluefin's perps, built from raw contract events. The public record for Sui's leading orderbook perps DEX.
View on DuneThe Methodology Is Public
I document how this work gets done, in long form, so protocol teams can judge the method before they judge the numbers.
Reading the Bytes: What It Takes to Get Sui Lending Data Right on Dune
How Sui's object model breaks the usual Dune approach, and how Navi's markets were rebuilt from primitives.
Read the articleReading the Bytes: Suilend's Liquidations and Its One Bad Debt
Reconstructing a full liquidation history, and the September day the book bent.
Read the articleThe query patterns, failure modes, and pricing rules behind this work are systematized in an open-source toolkit I maintain for agent-assisted Sui analytics. The expertise is documented, not improvised.
From Public Dashboards to Internal BI
Dune is the Wikipedia + GitHub of Web3. Publishing live dashboards earns credibility, brand awareness, and inbound traffic. If your protocol doesn't have one, you're invisible to analysts, investors, and CT.
Showcase Protocol Health
TVL, token metrics, user growth, and activity trends, all public, all verifiable.
Marketing Ammo
Every chart is a shareable link your growth team can drop into posts, reports, and investor updates.
Community Leverage
Analysts fork your queries and build on top, amplifying your data reach.
Dune is the Wikipedia + GitHub of Web3. Publishing live dashboards earns credibility, brand awareness, and inbound traffic. If your protocol doesn't have one, you're invisible to analysts, investors, and CT.
Showcase Protocol Health
TVL, token metrics, user growth, and activity trends, all public, all verifiable.
Marketing Ammo
Every chart is a shareable link your growth team can drop into posts, reports, and investor updates.
Community Leverage
Analysts fork your queries and build on top, amplifying your data reach.
From Brief to Dashboard in Days
Scope Call (20 min)
We align on your protocol, chains, stakeholders, and the metrics that actually drive your decisions. No lengthy discovery phase.
Build & Iterate (2 weeks)
Dashboard goes live fast. You see progress within days, not months, and we refine scope as insights emerge.
Deliver & Support
Documented dashboards with walkthroughs for your team. Optional monthly iteration (new metrics, new chains, competitive research) scoped to what you actually need.
Frequently Asked Questions
$160B+
CEX strategy supported
$5B+
DeFi TVL analyzed
6+
Web3 protocols & funds advised
- •Built data and BI functions from zero at Binance and Morpho Labs
- •Advises Web3 founders, CTOs, and funds on data strategy, KPI design, and OKR frameworks
- •Works across DeFi, DAOs, infrastructure, and other Web3 projects
- •Methodology drawn from systems designed and run at scale at Tier-1 projects
Get Your Protocol's On-Chain Record
Analysts, funds, and CT are already evaluating Sui protocols. If your numbers aren't public and verifiable, someone else's version of them is the reference. Let's fix that in 2 weeks.
Strategy to execution. One relationship.
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