The Superchain revenue reality and scaling trends

Base departed from the OP Stack revenue-sharing agreement in February 2026. This departure caused the TVL of OP Mainnet to drop by approximately 70% because Base was the largest revenue contributor to the Optimism Collective. I find the sudden loss of Base’s sequencer revenue a massive failure in the Superchain’s economic coordination. The Collective manages protocol upgrades and treasury allocation through the Token House and the Citizens’ House. The Citizens’ House holds veto power over certain Token House decisions and manages Retroactive Public Goods Funding. Since January 2026, the DAO directs 50% of net Superchain sequencer revenue to monthly OP token repurchases starting in February 2026. Because the Superchain relies on a unified technical standard, every member chain inherits the same audited smart contracts, the same fault proof system, and the same governance rails that secure hundreds of millions of dollars. This includes the Ronin network, which migrated to the OP Stack in September 2025. The Superchain is a unified network where users, assets, and developers move natively.

Gas compression and identity scaling

Zora operates a media and NFT-focused L2 within the Superchain. During the launch of the "Base, Introduced" NFT, the Zora smart contract consumed more than $271,000 in gas on Ethereum over a three-hour period. More than 24,000 people minted the open edition NFT, though secondary market prices for some editions sit at 0.01 ETH. While Zora scales NFT minting, Worldchain focuses on high-frequency identity verification transactions for the World ID ecosystem. Zora revenue comes from explicit fee payout events for ERC721 mints and fixed per-mint fees for ERC1155 tokens.

Optimistic rollups like Zora and Worldchain rely on a seven-day challenge window to catch invalid state commitments. ZK-rollups offer faster withdrawals through cryptographic verification, but the Superchain still relies on the OP Stack architecture. In 2021, NFT minting fees often exceeded $50, but the Dencun upgrade in 2024 reduced L2 data costs by more than 90%. Users face higher fees for ERC-20 stablecoin transfers compared to native ETH transfers on Ethereum. Do these identity-based verification tools provide enough privacy for users in risky border situations?

AI automation on Mode

Mode provides a DeFi-focused chain with a built-in revenue-share model for developers. This model encourages specialized building on the network. AI agents now manage complex tasks through multi-agent systems. These agents handle lead follow-up, CRM hygiene, and meeting summaries.

Businesses evaluate AI agents using accuracy, efficiency, and reliability metrics. Managers track response accuracy, intent recognition, and task completion rates to ensure the agent understands user purpose. Reliability requires monitoring uptime, availability, and error rates to prevent system glitches. You should focus on the cost per transaction rather than the cost per token when evaluating these systems. Developers set autonomy using an approval matrix based on action impact, reversibility, and data sensitivity. The EU AI Act sets an August 2026 deadline for chatbot disclosure rules. AI agents also require strict memory retention policies regarding purpose, provenance, and expiry. As AI agents move beyond chat-based interactions toward multi-agent systems, businesses must track response accuracy, intent recognition, and task completion rates to ensure the models handle complex tasks effectively. AI models also use instruction-based validation and error budgets to control releases and autonomy.