Hoskinson: Cardano Transaction Counts Miss Economic Activity as DeFi Remains Anemic
During ESCO’s “Up Good Only” X Space, Charles Hoskinson argued that Cardano’s eUTXO model can process more work through fewer transactions. He also acknowledged that the network’s DeFi activity remains weak and called for economic outcomes, liquidity and product adoption to become part of Cardano’s performance scorecard.
By SongMarketCap
Charles Hoskinson joined an “Up Good Only” X Space hosted by ESCO (@ESCOweb3), where a participant questioned Cardano’s declining transaction count and claimed the network now records substantially fewer transactions than before smart contracts were introduced.
Hoskinson disputed raw transaction volume as a standalone measure of network health. He argued that Cardano’s eUTXO architecture can place more activity inside a single transaction, while acknowledging that greater efficiency does not resolve the network’s separate problem of limited DeFi liquidity and usage.
Cardano Transaction Counts Do Not Capture eUTXO Efficiency
Hoskinson described lower transaction volume as potentially “a condition of success, not lack thereof” when it results from applications using Cardano’s transaction model more efficiently.
Cardano’s extended unspent transaction output model allows one transaction to combine multiple inputs, outputs and assets. Applications can batch transfers or complete several related operations without creating the same number of separate transactions that an account-based network might record.
Under that model, an application that performs ten times more work within one transaction could increase its efficiency without producing a corresponding rise in transaction count. Hoskinson therefore rejected transactions per second as a sufficient performance metric when used without economic and application-level context.
He proposed a broader set of indicators, including the number of active developers, the total value held inside the ecosystem, product usage and the economic outcomes generated by applications.
However, Hoskinson separated transaction efficiency from Cardano’s current DeFi position. He agreed that the network remains “anemic on the DeFi side,” despite its established staking base, stake pool infrastructure and on-chain governance system.
Cardano’s eUTXO efficiency can explain why transaction counts do not map directly to completed work. It does not by itself create stablecoin depth, lending demand, liquidity or capital inflows. Hoskinson connected those outcomes to a group of products intended to bring new financial activity into the ecosystem.
Pogun, RealFi and Midnight Target New Cardano Liquidity
Pogun is being developed as a Bitcoin liquidity and credit engine for Cardano. Its planned architecture is designed to let Bitcoin holders access lending, stablecoins and yield opportunities without relying on a conventional custodial bridge.
Hoskinson described a potential flow in which Bitcoin is mirrored into Cardano, used within a lending transaction and converted into stablecoin liquidity that can be deployed into real-world assets or other return-generating products. Each stage would add transaction activity and DeFi value, although Pogun’s complete production system has not yet been released.
RealFi targets a different source of capital. Its Phase 1 testnet allows users to interact with USDr, a stablecoin designed around real-world assets and direct lending. Users can swap into USDr, stake it or provide liquidity through partner protocols.
Hoskinson emphasized that returns generated through microfinance and other off-chain lending markets could bring capital from outside the cryptocurrency sector into Cardano, rather than circulating liquidity that already exists across competing blockchains.
Midnight adds an interoperability and privacy layer to the strategy. The Cardano partner chain allows developers to build applications that combine public verification with protected data and selective disclosure. Its public value layer uses $NIGHT, while DUST operates as the network resource for transactions and smart contracts.
Hoskinson included the $NIGHT ecosystem because Midnight applications could connect Cardano infrastructure with users, assets and services from other networks. He said successful delivery across Pogun, RealFi and Midnight could move Cardano into the five to ten largest DeFi ecosystems, presenting that range as a conditional objective rather than a forecast.
The product strategy also depends on protocol performance. Hoskinson said Ouroboros Leios must be delivered during 2026 and cited a target of approximately 60 times greater throughput. He also said Peras is needed to reduce finality from roughly 12 hours to around two minutes.
Input Output’s published Cardano roadmap describes Leios as a parallel block creation protocol and Peras as its faster-finality complement. The 60-fold throughput figure remains a performance target cited by Hoskinson rather than a measured Cardano mainnet result.
Cardano Executive Function Would Define Public KPIs
Hoskinson said Cardano has not yet agreed on the five, ten or fifteen metrics that should define ecosystem success. He connected that missing scorecard to the proposed executive function discussed elsewhere in the Space.
The structure would bring major Cardano decision-makers into a shared communication channel, define the network’s intended position by 2030 and work backwards into a roadmap, milestones and measurable KPIs. Hoskinson has described the coordination initiative as a Cardano “political party,” referring to an ecosystem organization rather than a party operating within a national political system.
His proposed governance sequence would place the resulting vision and executive mandate into the Cardano Constitution through a constitutional update. The community would then elect an executive body responsible for carrying out the approved strategy and reporting progress against the agreed measurements.
That body would operate alongside DReps, stake pool operators and the Constitutional Committee. Its stated purpose would be implementation and coordination after the ecosystem defines the goals, authority and accountability framework through governance.
Under the scorecard described in the Space, Cardano’s performance would combine Leios throughput, Peras finality, developer participation, DeFi liquidity, application adoption and capital entering through Pogun, RealFi and Midnight. Raw transaction volume would remain part of the data, but it would no longer serve as the primary verdict on whether Cardano’s economic activity is growing.