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layer-2-wars-arbitrum-optimism-base-and-beyond
Blog

Why Rollups Are Fundamentally a Data Availability Business

The core economic activity of a rollup is purchasing and reselling data availability. This analysis breaks down the DA cost arbitrage that defines profitability for Arbitrum, Optimism, Base, and the emerging L2 landscape.

introduction
THE DATA PLAY

The Hidden Business Model

Rollup profitability is determined by data publishing costs and sequencing rights, not transaction execution.

Rollups monetize data, not compute. Their core function is batching and compressing transactions, but the primary revenue is the fee users pay to post this data to a base layer like Ethereum. Execution is a commodity; the data availability (DA) fee is the fundamental unit of revenue.

Sequencers are the profit center. The entity controlling transaction ordering captures maximum extractable value (MEV) and transaction fees before paying the fixed DA cost to Ethereum. This creates a high-margin arbitrage between user fees and L1 settlement costs, as seen with Arbitrum and Optimism.

The business competes on DA cost. Profitability hinges on minimizing the cost to publish data. This drives adoption of EIP-4844 blobs and alternative DA layers like Celestia or EigenDA. Lower DA costs directly increase sequencer profit margins or enable lower user fees.

Evidence: In Q1 2024, Arbitrum generated over $50M in sequencer revenue, primarily from MEV and fees, while its DA cost to Ethereum was a fraction of that. The margin is the business.

deep-dive
THE DATA BUSINESS

Anatomy of a Rollup P&L Statement

Rollup profitability is determined by the cost of data publication and the value of transaction ordering.

Revenue is sequencing rights. The primary income is MEV from transaction ordering and priority fees, a model pioneered by Arbitrum and Optimism.

The core cost is data. The dominant expense is paying for data availability (DA) on L1, whether to Ethereum via calldata or alternatives like Celestia or EigenDA.

Profit is a DA arbitrage. A rollup's P&L is the spread between user fees and its blob transaction costs, making efficient data compression via zk-SNARKs or validiums critical.

Evidence: Arbitrum Nitro cut L1 costs by ~90% by optimizing calldata compression, directly improving its net margin.

ROLLUP ECONOMICS

DA Cost Per Byte: The Battlefield

A cost-per-byte comparison of leading Data Availability solutions, the primary variable in rollup operational expense. Lower cost enables cheaper transactions and sustainable sequencer economics.

Metric / FeatureEthereum (Calldata)Ethereum (Blobs)CelestiaAvailEigenDA

Current Cost per Byte (USD)

~$0.24

~$0.0004

~$0.00001

~$0.00002

~$0.000005

Cost Reduction vs. Ethereum Calldata

1x (Baseline)

~600x

~24,000x

~12,000x

~48,000x

Throughput (MB per Block)

~0.09 MB

~0.38 MB

~8 MB

~2 MB

~10 MB

Settlement & Security Assumption

Ethereum L1

Ethereum L1

Celestia Validators

Avail Validators

Ethereum Restaking (EigenLayer)

Data Availability Proofs

None Required

KZG Commitments

Data Availability Sampling (DAS)

KZG + Validity Proofs

KZG + Proof of Custody

Time to Finality

~12 minutes

~12 minutes

~2 seconds

~20 seconds

~6 minutes

Live Mainnet Production

Primary Trade-off

Maximum Security, Maximum Cost

High Security, Low Cost

Modular Sovereignty

ZK Validity Focus

Ethereum-Aligned Security

protocol-spotlight
THE DATA AVAILABILITY BATTLEGROUND

Strategic Responses in the L2 Wars

The core competition between rollups has shifted from execution to the underlying cost and security of data availability, defining their economic model and long-term viability.

01

The Problem: Ethereum as a $1M+ per MB Data Store

Publishing full transaction data to Ethereum L1 for security creates a punishing cost floor. Every ~100 bytes of calldata costs ~$1 at peak congestion, making micro-transactions and high-throughput dApps economically impossible. This is the primary bottleneck for user adoption.

$1M+
Cost per MB
~100 Bytes
Base Cost Unit
02

The Solution: Validiums & Volitions (StarkEx, Arbitrum Nova)

Offload data availability to a separate, cheaper layer (like Celestia, EigenDA, or a DAC) while keeping proofs on Ethereum. This reduces costs by ~100x but introduces a new trust assumption. Volitions (e.g., StarkWare's model) let users choose per-transaction between full security (zkRollup) and lower cost (Validium).

  • Key Benefit: Enables high-frequency, low-value transactions (gaming, social).
  • Key Benefit: Decouples scaling from Ethereum's volatile gas prices.
~100x
Cost Reduction
Modular
Security Choice
03

The Solution: Blob-Based Scaling with EIP-4844 (Proto-Danksharding)

Ethereum's native upgrade introduces a dedicated, low-cost data blob marketplace. Rollups like Optimism, Arbitrum, zkSync use these blobs instead of expensive calldata, reducing DA costs by ~10-100x. This is a temporary reprieve, as blob space is limited; long-term, demand will outstrip supply, forcing rollups back to competitive DA strategies.

  • Key Benefit: Immediate, significant fee reduction for all major rollups.
  • Key Benefit: Maintains Ethereum's full security without new trust assumptions.
~10-100x
Cheaper than Calldata
Ethereum Native
Security
04

The Frontier: Modular DA Layers (Celestia, EigenDA, Avail)

Specialized data availability networks compete to be the cheapest, most scalable DA provider. They use data availability sampling (DAS) and erasure coding to allow light nodes to verify data availability securely. This creates a commoditized DA market, where rollups like Manta, Lyra, and Aevo shop for the best price/security trade-off.

  • Key Benefit: Drives DA costs toward the marginal cost of bandwidth and storage.
  • Key Benefit: Enables rapid, permissionless rollup deployment (sovereign rollups).
~$0.01
Target per MB
Commoditized
Market
05

The Counter-Strategy: Integrated Stacks (Polygon zkEVM, zkSync Era)

Ignore the modular trend and vertically integrate execution, settlement, and data availability into a single, cohesive stack. This sacrifices short-term cost optimization for better developer UX, seamless interoperability, and captured value. The bet is that performance and simplicity will outweigh marginal cost differences for large-scale applications.

  • Key Benefit: Unified security and upgrade model reduces complexity.
  • Key Benefit: Enables tightly integrated features (e.g., native account abstraction).
Vertical
Integration
UX Focus
Trade-off
06

The Endgame: DA as a Zero-Sum Market Share Game

As DA becomes a commodity, rollup margins will compress. The winners will be those that leverage their DA cost advantage to subsidize user acquisition or build unbreakable network effects in specific verticals (DeFi, gaming, social). The business model shifts from profiting on sequencer fees to capturing value via application-layer fees and token appreciation, mirroring the AWS playbook.

  • Key Benefit: Forces innovation beyond mere transaction pricing.
  • Key Benefit: Aligns long-term success with ecosystem growth.
Commodity
DA Cost
App Layer
Value Capture
counter-argument
THE EXECUTION MONOPOLY

The Flaw in the DA-First Thesis

Rollup value accrual is not in data publishing but in controlling the execution environment and its user base.

The core business is execution. Rollups monetize sequencer fees and MEV, not data posting. A rollup using Ethereum for data availability like Arbitrum or Optimism pays a cost, not earns a revenue.

Data is a commodity. Protocols like Celestia and EigenDA compete on cost-per-byte, creating a race to the bottom with minimal margins. The valuable, defensible asset is the sequencer and its users.

Execution captures the ecosystem. Value accrues to the layer where applications and liquidity reside. A rollup's moat is its developer tools and network effects, not its data layer vendor.

Evidence: Arbitrum and Optimism sequencer revenue dwarfs their DA costs. A rollup switching from Ethereum to a cheaper DA layer like Celestia saves on costs but does not inherently increase its own profitability or user adoption.

takeaways
THE DATA LAYER IS THE REAL LAYER

TL;DR for Protocol Architects

Rollups are execution engines; their security and scalability are gated by the cost and trust model of the data layer they post to.

01

The Problem: Execution is Cheap, Data is Not

Rollup sequencers can process ~10k TPS internally, but publishing that data to Ethereum L1 is the bottleneck. The primary cost for users is not computation, but the calldata fee for data availability (DA). This makes rollup economics a DA pricing problem.

~80%
Cost is DA
10k TPS
Theoretical Cap
02

The Solution Spectrum: From Ethereum to EigenDA

The core architectural choice is your DA layer's trust-security trade-off.\n- Ethereum Calldata: Maximum security, high cost.\n- EigenDA & Celestia: External DA with cryptoeconomic security, ~100x cheaper.\n- Validiums: Zero on-chain DA, reliant on data availability committees (DACs) for security.

100x
Cost Delta
3
Security Tiers
03

The Blob Fee Market is Your New OPEX

With EIP-4844 (blobs), rollups compete in a separate fee market from Ethereum execution. Your sequencer's profitability now depends on predicting and bidding for blob space. This decouples your costs from mainnet congestion but adds a new variable to manage.

Separate
Fee Market
Variable
Key OPEX
04

The Bridge is Your Security Root

A rollup's security reduces to its bridge contract on L1. If the DA layer withholds data, the bridge cannot verify state transitions. Using an external DA layer like Celestia introduces a new trust assumption in the bridge's ability to fraud-proof or force-include that data.

1
Critical Contract
DA-Gated
Security
05

Modular vs. Monolithic: It's a DA Decision

Choosing a rollup stack (OP Stack, Arbitrum Orbit, Polygon CDK) is fundamentally choosing a default DA provider and its associated trade-offs. Monolithic chains (Solana) avoid this by bundling execution and DA, but sacrifice sovereign security. Your design choice dictates your cost structure and threat model.

Stack = DA
Core Choice
Trade-off
Security/Cost
06

The Endgame: DA Layers as Commodities

Long-term, DA becomes a low-margin commodity provided by specialized networks (EigenDA, Celestia, Avail). Rollups will multi-home across DA layers for redundancy and cost efficiency. The winning rollups will be those that optimize DA procurement and bridge security, not just VM performance.

Multi-home
Strategy
Commodity
DA Future
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Why Rollups Are a Data Availability Business (2024) | ChainScore Blog