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

Why Prover-Friendly Architectures Will Win

The race for ZK-Rollup supremacy isn't about EVM equivalence—it's about prover economics. Architectures prioritizing parallelizable, low-constraint execution will define the next generation of scalable L2s by delivering lower latency and radically lower costs.

introduction
THE PROVER ECONOMY

The ZK Scaling Mirage

Zero-knowledge scaling's true bottleneck is not cryptography, but the economic model for decentralized proof generation.

Prover-friendly architectures win. The primary constraint for zkEVMs like zkSync and Scroll is the cost and latency of proof generation, not verification. Architectures that optimize for prover efficiency, like Polygon zkEVM's recursive proofs or Starknet's Cairo, create sustainable economic flywheels.

General-purpose zkVMs are inefficient. Custom zkVMs for specific applications, such as StarkEx for dYdX or Immutable zkEVM for gaming, achieve 10-100x better prover performance by sacrificing generalizability. This trade-off determines real-world throughput.

Decentralized proving is the moat. Relying on centralized provers, a common shortcut, reintroduces trust. The winning networks will incentivize a competitive prover marketplace, similar to EigenLayer for restaking, creating a new core primitive for Web3 infrastructure.

deep-dive
THE PROVER

The Constraint is the Bottleneck

The winning blockchain architectures will be those optimized for the single most constrained resource: the zero-knowledge prover.

Prover compute is the bottleneck. Every transaction's finality and security depends on a prover generating a validity proof. This is the slowest and most expensive step in any ZK-rollup or validium.

Architectures must be prover-native. Chains like zkSync Era and Starknet design their entire virtual machine and state model around prover efficiency, not EVM equivalence. This creates a 10-100x performance advantage.

EVM equivalence is a tax. Chains like Scroll and Polygon zkEVM pay a significant prover cost premium to maintain bytecode-level compatibility. This cost manifests as higher fees or slower finality.

Evidence: A single zkEVM opcode can require thousands of constraints, while a custom Cairo (Starknet) or Boojum (zkSync) opcode uses orders of magnitude fewer. The constraint count directly dictates prover cost and speed.

THE PROVER WARS

Architectural Trade-Offs: EVM vs. Prover-Native

A first-principles comparison of execution environments for ZK-Rollups, measuring their suitability for high-throughput, low-cost state transitions.

Core Feature / MetricEVM-Optimized (e.g., zkSync, Polygon zkEVM)Prover-Native (e.g., Starknet, zkSync ZK Stack)MIPS / Custom ISA (e.g., RISC Zero, SP1)

Instruction Set Architecture (ISA)

EVM Bytecode

Cairo / Custom ZK-IR

RISC-V / MIPS

Proving Time for 1M Gas Tx

5 min

< 30 sec

< 10 sec

Prover Hardware Cost (Amortized)

$0.10 - $0.50

$0.01 - $0.05

< $0.01

Developer Onboarding Friction

Low (Solidity/Vyper)

High (Cairo, Noir)

Very High (Rust/C++)

Native Account Abstraction

State Growth per TX (approx.)

~3 KB

~300 Bytes

~100 Bytes

Trusted Setup Required

L1 Verification Gas Cost

~500k gas

~200k gas

~150k gas

protocol-spotlight
ARCHITECTURE SHIFTS

The Contenders: Who's Building for the Prover?

The next wave of scaling won't be won by the fastest chain, but by the most efficient proving ecosystem. These are the designs betting on prover-first principles.

01

Celestia's Modular Data Availability

The Problem: Provers need cheap, abundant, and verifiable data to build proofs. Monolithic chains make this expensive and slow.\n- Solution: Decouples execution from data availability (DA), creating a hyper-scalable data layer.\n- Key Benefit: Rollup provers can post data for ~$0.01 per MB, enabling massively parallel proof generation without chain bloat.\n- Key Benefit: Data Availability Sampling (DAS) allows light nodes to securely verify data availability, the bedrock for trust-minimized bridging.

~$0.01
Cost per MB
1000x
DA Scale
02

EigenLayer's Prover Marketplace

The Problem: Dedicated proving networks (e.g., for zkEVMs) face a cold-start: high capital cost for hardware, low initial utilization.\n- Solution: Restaking pooled security to bootstrap economically secure networks of actively validated services (AVS).\n- Key Benefit: Enables shared security for prover networks, reducing the capital barrier for new proof systems like RiscZero or Succinct.\n- Key Benefit: Creates a liquid marketplace for proving work, where operators can re-stake ETH to serve multiple zk-rollups and interoperability layers.

$15B+
TVL Securing AVS
1->N
Security Model
03

Espresso Systems' Decentralized Sequencer & Prover

The Problem: Centralized sequencers create MEV extraction points and are a single point of failure for rollups, undermining decentralization.\n- Solution: A shared, decentralized sequencer network coupled with integrated proof generation.\n- Key Benefit: Fair ordering mitigates MEV, making proof generation more predictable and efficient.\n- Key Benefit: HotShot consensus provides fast finality for rollup blocks, which provers can immediately start proving, reducing latency to ~2-4 seconds.

~2s
Finality Time
Shared
Sequencer Cost
04

Avail's Nexus & Fusion Security

The Problem: Isolated rollups and their proving systems create fragmented security and liquidity, complicating cross-chain proofs.\n- Solution: A unification layer (Nexus) built atop a robust DA layer (Avail), secured by multi-asset cryptoeconomics (Fusion).\n- Key Benefit: Nexus acts as a proof aggregation hub, enabling seamless verification of proofs from any connected rollup (zk or optimistic).\n- Key Benefit: Fusion Security allows assets like BTC and ETH to secure the Avail DA layer, creating a stronger economic floor for the entire proving stack.

Multi-Asset
Security Pool
Hub
Proof Aggregation
05

The Shared Prover Thesis (RiscZero, Succinct)

The Problem: Every app-chain building its own prover is a massive duplication of effort, capital, and security risk.\n- Solution: General-purpose zkVMs (like RiscZero) and proof aggregation networks (like Succinct) that serve multiple clients.\n- Key Benefit: Economies of scale for expensive proving hardware, driving down cost per proof for all clients.\n- Key Benefit: Security is consolidated and audited in one core protocol, rather than fragmented across dozens of custom, unaudited circuits.

90%
Cost Savings
1 Audit
Many Clients
06

Near's Chain Abstraction & Fast Finality

The Problem: Users shouldn't need to think about provers or bridging; the experience is fragmented.\n- Solution: Chain Signatures and Nightshade sharding abstract away complexity, providing unified security and near-instant finality.\n- Key Benefit: Single signature can control assets on any chain, with Near validators (provers) generating the necessary cross-chain proofs in the background.\n- Key Benefit: 1-second finality on the DA layer provides a rapid foundation for proof generation, enabling real-time cross-chain composability.

1s
Finality
Unified
User Experience
counter-argument
THE PROVER ADVANTAGE

The EVM Equivalence Trap

EVM equivalence optimizes for developer familiarity at the cost of proving efficiency, a trade-off that will define the next generation of rollups.

EVM equivalence is a tax on proving costs and finality. Chains like Arbitrum and Optimism replicate Ethereum's entire state model, forcing their provers to process every storage slot and opcode, even for simple transactions. This architectural choice prioritizes developer onboarding over long-term scalability and cost efficiency.

Prover-friendly architectures win by designing state models for the ZKVM, not the EVM. Projects like Starknet with Cairo and Polygon zkEVM's Type 2 design demonstrate that you can achieve EVM compatibility without full equivalence. They strip out unnecessary opcodes and optimize data structures, directly reducing proof generation time and cost.

The performance gap widens with custom instruction sets. A ZK-optimized VM like zkSync's Boojum or a RISC-V based design can prove batches of transactions orders of magnitude faster than an EVM-equivalent prover. This translates to lower fees and faster finality, the only metrics users ultimately pay for.

Evidence: Starknet's Cairo VM, built for STARK proofs, achieves sub-dollar transaction costs during peak demand, while EVM-equivalent rollups often see fees spike above L1. The proving efficiency delta is the new moat.

FREQUENTLY ASKED QUESTIONS

Frequently Challenged Assertions

Common questions about why prover-friendly architectures will dominate the next generation of blockchain infrastructure.

A prover-friendly architecture is a blockchain design that optimizes for efficient, low-cost zero-knowledge proof generation. This means its state structure, data availability, and execution environment are built to minimize the computational overhead for provers like Risc Zero or Jolt. This is a shift from designs that prioritize only the sequencer or the verifier.

takeaways
PROVER-FRIENDLY ARCHITECTURES

TL;DR for Builders and Investors

The next wave of blockchain scaling will be won by protocols that optimize for the prover, not the user. Here's where to build and invest.

01

The Modular Stack's Bottleneck

The modular thesis (Celestia, EigenDA) outsources execution, consensus, and data availability. The new bottleneck is the prover—the entity generating validity proofs. Architectures that don't prioritize prover efficiency will fail at scale.

  • Prover costs dominate L2 operational expenses, not sequencer fees.
  • Proof generation time is the primary constraint on finality and user experience.
  • Winner-takes-most dynamics will emerge around prover infrastructure, similar to MEV.
~70%
Of L2 OpEx
10s-10min
Proof Time
02

Parallel EVMs Are Table Stakes

Monolithic, sequential execution (like Ethereum's EVM) is a prover's worst nightmare. The winning architecture will be a parallel execution environment with native proving friendliness.

  • Monad, Sei V2, Solana SVM demonstrate the performance ceiling of parallelization.
  • Provers like Risc Zero, SP1, Jolt enable this by generating proofs for arbitrary Rust code.
  • The stack will converge on parallel VMs purpose-built for zero-knowledge proofs (ZKPs).
10,000+
TPS Target
~500ms
Target Latency
03

Specialized Coprocessors Win

General-purpose provers are inefficient. The future is application-specific coprocessors (like Axiom, Herodotus, Brevis) that prove specific computations off-chain and post verified results on-chain.

  • Moves heavy logic (DeFi risk engines, on-chain AI, game logic) off the critical path.
  • Enables trust-minimized access to historical state and cross-chain data.
  • Creates a new design space for dApps unconstrained by gas limits.
100x
Cheaper Compute
Unlimited
Logic Complexity
04

The Prover Commoditization Trap

Don't assume proof generation will become a cheap commodity. Hardware acceleration (GPUs, FPGAs, ASICs) and proof aggregation (using PLONK, Nova, ProtoGalaxy) will create massive moats.

  • Projects like Ulvetanna, Ingonyama are building specialized hardware.
  • Aggregation layers (e.g., Nexus, Avail's fusion) will bundle proofs for cost efficiency.
  • The winning stack will vertically integrate or form tight partnerships with elite prover networks.
1000x
Hardware Speedup
-90%
Aggregated Cost
05

Intent-Based UX Requires Prover Power

The shift from transaction-based to intent-based architectures (UniswapX, CowSwap, Anoma) is fundamentally a prover problem. Solving for user intent requires proving optimal execution across a fragmented liquidity landscape.

  • Solvers compete to fulfill intents, but a shared prover network verifies their work.
  • Enables cross-domain atomicity without bridging assets, verified by ZKPs.
  • The prover becomes the trust layer for the entire intent settlement network.
$10B+
Solver Volume
1-Click
Cross-Chain UX
06

Invest in the Prover Stack, Not Just Apps

Application-layer returns will accrue to the underlying prover infrastructure. The capital efficiency and security guarantees of the entire ecosystem depend on it.

  • Look for: Parallel VMs (Movement, Lumi), hardware (Accseal), aggregation (Nebra), and proof co-processors.
  • Avoid: Monolithic L2s with opaque, centralized provers.
  • The metric: Prover cost per million transactions, not just TVL.
Infra Multiplier
Value Capture
$0.01
Target Cost/Tx
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Why Prover-Friendly Architectures Will Win in 2024 | ChainScore Blog