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zk-rollups-the-endgame-for-scaling
Blog

The Future of Rollup Economics: Subsidized by Recursive Proofs

Marginal proof costs approach zero through aggregation, flipping the rollup business model. Sequencer profits can now fund user subsidies, making L2s truly cheap. This is the economic endgame for ZK-Rollups.

introduction
THE SHIFT

Introduction

Recursive proof aggregation is transforming rollup economics from a cost center into a profit center.

Recursive proof aggregation is the core innovation. Rollups like Arbitrum Orbit and zkSync Hyperchains batch proofs of proofs, collapsing verification costs exponentially.

The economic model inverts. Instead of paying for expensive L1 data and proof verification, rollups now sell proof capacity, creating a subsidy mechanism for their own operations.

This creates a flywheel. Protocols like Espresso Systems and Avail provide shared sequencing and data availability, while aggregators like Risc Zero and Succinct compete on proof market efficiency.

Evidence: A single aggregated proof on Ethereum can verify thousands of rollup blocks, reducing per-transaction costs to fractions of a cent.

thesis-statement
THE RECURSIVE SUBSIDY

Thesis Statement

Recursive proof aggregation will invert rollup economics, subsidizing execution costs and making high-throughput, micro-transactional applications viable.

Recursive proofs subsidize execution. By aggregating thousands of L2 state updates into a single L1 proof, the amortized cost per transaction approaches zero. This transforms the cost model from a variable expense into a fixed infrastructure overhead.

The subsidy enables new applications. Current rollups struggle with micro-transactions and high-frequency state updates. Recursive aggregation, as pioneered by zkSync's Boojum and Polygon zkEVM, makes applications like fully on-chain games and decentralized social feeds economically feasible.

The economic shift is structural. The cost burden moves from the user/application layer to the sequencer/prover infrastructure layer. This mirrors the cloud computing model where AWS absorbs capital expenditure for elastic, pay-per-use services.

Evidence: A single Ethereum calldata byte costs ~16 gas. Aggregating 10,000 L2 transactions into one proof reduces the per-tx L1 footprint by 99.99%, effectively subsidizing the chain's entire activity.

RECURSIVE PROOF AGGREGATION

Proof Cost Economics: Before and After Aggregation

A comparison of proof generation and verification costs for a single rollup versus a shared proof aggregation network like EigenDA, Avail, or Espresso.

Cost & Performance MetricSolo Rollup (e.g., OP Stack, Arbitrum Nitro)Proof Aggregation Network (e.g., EigenLayer, Avail)

Prover Cost per Tx (Est.)

$0.05 - $0.15

$0.005 - $0.02

Verifier Cost on L1 (Gas)

~800k - 1.2M gas

~200k - 400k gas

Proof Finality Latency

10 min - 1 hour

< 5 min

Fixed Overhead Cost

High (Dedicated prover, sequencer)

Amortized across all participants

Economic Security Model

Isolated (self-funded fraud/validity proofs)

Shared (re-staked ETH, crypto-economic)

Data Availability Cost

Full L1 calldata or dedicated DA layer

Batched to a shared DA layer (Celestia, EigenDA)

Cross-Rollup Composability

False

True

deep-dive
THE RECURSIVE FLIP

Deep Dive: From Cost Center to Profit Engine

Recursive proof aggregation transforms the cost of L2 state verification into a scalable, profitable core business for rollups.

Recursive proofs are the pivot. A rollup's primary expense is the L1 data and proof verification cost. Recursive proof systems like zkSync's Boojum or Polygon zkEVM's Plonky2 enable a rollup to batch thousands of transactions into a single, final proof. This collapses the per-transaction verification cost on Ethereum towards zero, turning a fixed cost center into a variable profit margin.

The business model inverts. Instead of minimizing a loss, the rollup operator maximizes the spread between the fees users pay and the near-zero final settlement cost. High-throughput applications like dYdX or Hyperliquid become profit drivers, not just traffic. The economic moat shifts from subsidized transactions to proof aggregation efficiency and sequencer design.

Evidence in deployment. StarkNet's SHARP prover already aggregates proofs from multiple apps, demonstrating the unit economics. The next phase is shared provers (e.g., RiscZero, Succinct) creating a marketplace where rollups rent proof capacity, commoditizing the hardware and further driving down the final cost basis for all.

protocol-spotlight
RECURSIVE PROOF PIONEERS

Protocol Spotlight: Who's Building This Future?

These protocols are moving beyond simple validity proofs to create new economic models for rollups, using recursion to amortize and subsidize costs.

01

The Problem: Proving a Rollup is Still Too Expensive

Single, monolithic proofs for large state transitions are computationally heavy and slow, creating a ~$0.10+ per tx floor and 12+ hour finality delays for L2s like zkSync and Starknet.

  • Cost Barrier: High proving costs limit micro-transactions and onchain gaming.
  • Time-to-Finality: Users and bridges wait hours for full Ethereum security.
$0.10+
Cost Floor
12+ hrs
Finality Delay
02

The Solution: Recursive Proofs as a Public Good

Projects like Risc Zero and Succinct Labs are building generalized recursive proof systems. They allow many small proofs to be aggregated into one, amortizing cost.

  • Economic Subsidy: The final aggregated proof's cost is split across 1000s of transactions, driving marginal cost toward zero.
  • Instant Finality: Sub-proofs can be verified instantly on the L2, with Ethereum serving as the secure settlement layer.
~$0.001
Target Cost/Tx
~500ms
L2 Finality
03

The Business Model: Proof Marketplaces

Espresso Systems with its Tiramisu prover network and =nil; Foundation are creating decentralized markets for proof computation. Rollups bid for proving capacity.

  • Dynamic Pricing: Proof costs fluctuate based on supply (prover hardware) and demand (L2 block space).
  • Redundancy: Decentralized prover networks eliminate single points of failure and censorship.
10x+
Prover Competition
-90%
Cost Volatility
04

The Endgame: Shared Security & Prover Staking

Avail and projects leveraging EigenLayer are exploring cryptoeconomic security for proof systems. Provers stake to participate and are slashed for malfeasance.

  • Trust Minimization: Staking replaces the need to trust a centralized prover operator.
  • Revenue Capture: The proving layer becomes a profitable, standalone primitive, similar to block building in PBS.
$1B+
Potential TVL
7 Days
Slash Window
05

The Aggregator: zkSync's Boojum & zkStack

zkSync is implementing Boojum, a STARK-based recursive proof system, as the backbone of its zkStack hyperchains. It's a live example of recursion subsidizing an ecosystem.

  • Vertical Integration: One proving system secures a network of interoperable L2s and L3s.
  • Scale Economics: More hyperchains in the ecosystem drive down the shared cost of the final Ethereum proof.
100+
Potential Chains
-50%
Ethereum Cost
06

The Wildcard: AI-Proven Recursion

Startups like Modulus are researching the use of AI accelerators (GPUs/TPUs) for recursive proof generation. This could disrupt the current CPU/ASIC-dominated landscape.

  • Hardware Advantage: AI chips are optimized for the massive parallel computation recursion requires.
  • New Players: Could enable cloud providers (AWS, GCP) to become major prover operators, increasing competition.
1000x
Parallel Speedup
~2025
Est. Mainnet
counter-argument
THE DA WALL

Counter-Argument: The Data Availability Bottleneck

Recursive proof economics are ultimately constrained by the cost of publishing state diffs to a base layer.

Recursive proofs shift costs from L1 execution to L1 data availability (DA). The final settlement transaction's size grows with the number of aggregated proofs, creating a new bottleneck. This is the fundamental limit for rollup scalability.

DA costs dominate economics. The marginal cost of generating a ZK proof trends toward zero, but the cost to post its data to Ethereum calldata or an EigenDA blob is fixed. This creates a hard floor for transaction fees.

The solution is modular DA. Rollups must decouple proof verification from data publishing. Celestia and Avail provide cheaper, specialized data layers, but they introduce new trust assumptions and bridging latency for fraud proofs.

Evidence: An Ethereum blob (~125 KB) holds ~0.8 MB of compressed rollup data. At 3 blobs per block, the practical throughput ceiling is ~0.3 MB/s, not the theoretical millions of TPS from recursive proving alone.

risk-analysis
FAILURE MODES

Risk Analysis: What Could Derail the Subsidy Model?

Recursive proof subsidies are not a perpetual motion machine; they depend on fragile economic and technical assumptions.

01

The L1 Fee Death Spiral

If L1 base fees rise faster than the value of bundled proofs, the subsidy evaporates. This creates a negative feedback loop where higher costs kill the revenue stream meant to pay them.

  • Critical Threshold: L1 gas price > Proof revenue per byte.
  • Network Effect: Congestion from competitors like Solana or other L2s can trigger this.
  • Mitigation: Requires aggressive proof compression (e.g., zkSync's Boojum, Starknet's Stwo) and L1 data availability alternatives.
>200 Gwei
Trigger Point
-100%
Subsidy
02

Proof Market Centralization

Recursion concentrates proving power. A few specialized provers (e.g., Ulvetanna, Ingonyama) could capture the market, creating an oligopoly that extracts rents and becomes a single point of failure.

  • Barrier to Entry: $10M+ for competitive hardware setups.
  • Security Risk: Collusion or attack on major prover threatens all connected rollups (e.g., zkSync, Starknet, Polygon zkEVM).
  • Counterplay: Requires decentralized prover networks with slashing, like Espresso Systems' shared sequencer model.
<5
Major Provers
>60%
Market Share
03

The Complexity Tax

Recursive proof systems add immense protocol complexity. A single cryptographic vulnerability (e.g., in a PLONK or STARK verifier) or a bug in the recursive circuit could invalidate the entire subsidy stack, leading to catastrophic losses.

  • Attack Surface: Every new opcode and precompile is a new vulnerability.
  • Audit Lag: Formal verification lags behind rapid deployment by teams like Polygon and Scroll.
  • Existential Risk: A flaw could force a chain halt or a costly hard fork, destroying economic assumptions.
1 Bug
To Break It
$B+
At Risk
04

Demand-Side Stagnation

Subsidies only work with exponential user growth. If L2 adoption plateaus, the fixed cost of recursion hardware outstrips declining fee revenue. This is a fundamental mismatch between capital expenditure and variable income.

  • Growth Requirement: Need >20% QoQ TX growth to sustain subsidies.
  • Realistic Ceiling: Most dApp activity is cyclical and consolidates around leaders like Arbitrum and Base.
  • Result: Smaller rollups become unprofitable first, leading to consolidation and reduced ecosystem diversity.
<10% QoQ
Danger Zone
0%
Subsidy Margin
future-outlook
THE RECURSIVE PROOF ECONOMY

Future Outlook: The Endgame for L2 Competition

Recursive proof aggregation will commoditize L2 execution and shift competition to data availability and settlement markets.

Recursive proofs commoditize execution. Zero-knowledge proof systems like zkSync's Boojum and StarkWare's SHARP enable cheap, aggregated proofs for thousands of transactions. This collapses the cost of L2 security, making execution a low-margin utility.

Competition shifts to data availability. With execution costs negligible, the primary cost becomes data publishing. Rollups will arbitrage between Ethereum blobs, Celestia, and EigenDA, creating a volatile market for block space.

Settlement becomes the moat. The final battle is for settlement assurance. Chains offering the fastest, most secure finality—like Arbitrum's permissionless validation or Optimism's Superchain—will capture value, not the execution layer itself.

Evidence: Polygon zkEVM's proof costs dropped 94% with recursive aggregation. This trend accelerates, forcing all L2s into a race to the bottom on user fees, funded by DA and settlement premiums.

takeaways
ROLLUP ECONOMICS

Key Takeaways for Builders and Investors

Recursive proof aggregation is shifting the economic model of rollups from a pure L1 data cost game to a capital efficiency play.

01

The Problem: L1 Data is a Fixed, Inelastic Cost

Today, ~80-90% of a rollup's operational cost is L1 data posting (calldata or blobs). This creates a hard floor on transaction fees and makes micro-transactions economically impossible.\n- Costs scale linearly with usage, offering no economies of scale.\n- Incentivizes centralization as only large sequencers can absorb batch latency risk.

80-90%
Cost is Data
Fixed Floor
Fee Pressure
02

The Solution: Recursive Proofs as a Subsidy Engine

By recursively aggregating proofs (e.g., zkSync's Boojum, Polygon zkEVM's Plonky2), you amortize the single L1 verification cost over thousands of L2 transactions.\n- Transforms cost structure: High fixed cost of proof generation, near-zero marginal cost per tx.\n- Enables new models: Subsidized account abstraction gas, sponsored transactions, and true pay-per-compute.

1000x
Proof Amortization
~$0.001
Theoretical Tx Cost
03

Investor Lens: Value Capture Shifts to Proof Market

The critical infrastructure layer is no longer the sequencer—it's the proof aggregation marketplace. Value accrues to protocols that optimize proof throughput and cost (e.g., RiscZero, Succinct).\n- New business models: Proof-as-a-Service, decentralized provers.\n- Vertical integration: Rollups like Taiko and Linea are building proprietary proof stacks to control this core cost center.

New Layer
Value Accrual
PaaS
Emerging Model
04

Builder Playbook: Architect for Proof Density

Winning rollup designs will maximize transactions per proof, not just TPS. This requires: \n- Optimistic + ZK hybrids: Use fast optimistic execution with periodic ZK settlement (like Arbitrum BOLD).\n- Proof-Centric VM Design: Choose VMs (WASM, MIPS, custom) for optimal prover performance, not just developer familiarity.\n- Shared Prover Networks: Leverage decentralized networks like Espresso Systems for cost-sharing.

Tx/Proof
Key Metric
Hybrid
Optimal Design
05

The Endgame: L1 as a Settlement Co-Processor

With recursive proofs, the L1's role reduces to final verification and data availability. The rollup becomes the primary execution environment.\n- L1 as a high-assurance log: Its job is censorship resistance and data ordering.\n- Unbundling of security & execution: Enables EigenLayer-style restaking to secure proof systems directly, bypassing L1 consensus overhead.

Verification
L1's New Role
Restaking
Security Model
06

Risks: Centralization and Cryptoeconomic Attacks

The new model introduces novel risks. A centralized prover becomes a single point of failure and censorship.\n- Proof withholding attacks: A malicious prover can halt the chain.\n- Economic abstraction complexity: Subsidy models must be attack-resistant; see EIP-4844 blob fee markets for analogous challenges.\n- Solution: Decentralized prover networks with slashing, like Nil Foundation's marketplace.

Prover Risk
New SPOF
Slashing
Mitigation
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Rollup Economics: How Recursive Proofs Subsidize Users | ChainScore Blog