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Blog

The Future of ZK-Rollups: Specialized Provers vs. General Purpose

An analysis of the core architectural schism in zero-knowledge rollups. We examine the trade-offs between Starknet's domain-specific Cairo and RiscZero's general-purpose RISC-V, forecasting the impact on developer moats and infrastructure commoditization.

introduction
THE ARCHITECTURAL FORK

Introduction

The evolution of ZK-Rollups is bifurcating into specialized, high-performance provers and general-purpose, developer-friendly platforms.

ZK-Rollup scaling is fragmenting. The initial vision of a single, universal ZK-EVM is giving way to a multi-chain reality defined by a core trade-off: raw performance versus developer convenience.

Specialized provers like StarkNet and zkSync Era optimize for computational throughput and cost by using custom virtual machines (e.g., Cairo, zkEVM). This sacrifices EVM-equivalence for orders-of-magnitude efficiency gains in specific applications like DeFi or gaming.

General-purpose chains like Arbitrum and Polygon zkEVM prioritize full EVM compatibility, allowing developers to fork Ethereum dApps with minimal changes. This convenience comes at the cost of higher proving overhead and less optimal performance for complex logic.

The market will not converge on one model. Applications demanding maximal throughput (e.g., a perpetuals DEX) will gravitate to StarkNet's Cairo VM, while projects needing rapid deployment will choose Polygon's zkEVM. This specialization defines the next phase of L2 competition.

thesis-statement
THE ARCHITECTURAL FORK

The Core Schism: Commodity vs. Moat

The ZK-rollup scaling roadmap is bifurcating into two competing architectural philosophies: specialized, high-performance provers versus general-purpose, commodity hardware.

Specialized provers create moats. Dedicated hardware (ASICs, FPGAs) and custom instruction sets (RISC-V) accelerate proof generation for specific VMs, creating defensible infrastructure businesses. This is the path of zkSync's Boojum, Polygon's zkEVM, and StarkWare's SHARP.

General-purpose provers are commodities. Projects like Risc Zero and SP1 target standard CPUs, betting that proof generation becomes a cheap, fungible service. This model prioritizes developer flexibility and hardware decentralization over raw performance.

The trade-off is verifier cost versus prover cost. A specialized prover reduces on-chain verification gas fees but centralizes capital-intensive hardware. A commodity prover increases on-chain costs but democratizes the proving market, similar to the Ethereum vs. Solana validator economics debate.

Evidence: Polygon zkEVM's 94% cost reduction. After integrating a specialized prover, Polygon zkEVM slashed its L1 verification cost from ~$0.20 to ~$0.01 per transaction, demonstrating the raw economic power of the moat strategy.

ZK-ROLLUP PROVER STRATEGIES

Architectural Trade-Offs: A Feature Matrix

A direct comparison of specialized and general-purpose proving architectures for ZK-Rollups, quantifying their impact on performance, cost, and ecosystem flexibility.

Feature / MetricSpecialized Prover (e.g., StarkEx, dYdX)General-Purpose Prover (e.g., zkSync Era, Scroll)Aggregated Prover Network (e.g., =nil;, RISC Zero)

Proving Time (Tx Batch)

< 1 minute

5-20 minutes

2-10 minutes

Cost per Proof (Est.)

$0.01 - $0.10

$0.50 - $5.00

$0.10 - $1.00

Hardware Requirement

Custom ASIC (e.g., StarkWare SHARP)

High-end GPU / CPU

Distributed CPU/GPU Network

EVM Bytecode Compatibility

Prover Decentralization

Time-to-Market for New App

Months (needs circuit)

Days (Solidity deploy)

Weeks (needs circuit)

Prover Trust Assumption

1-of-N (Committee)

1-of-N (Committee)

Cryptographic (Proof-of-Proof)

Recursive Proof Aggregation

deep-dive
SPECIALIZATION VS. GENERALIZATION

The Prover's Dilemma

ZK-Rollup scaling will bifurcate into specialized, high-performance provers and general-purpose, developer-friendly ones, creating a new market for proof-as-a-service.

Specialized provers win on cost. Proving circuits for specific applications like DEX swaps or NFT mints is computationally cheaper than proving a general-purpose EVM. This creates a direct path to lower transaction fees for end-users, making rollups like zkSync Era and Starknet compete on hardware efficiency.

General-purpose provers win on developer adoption. The Ethereum Virtual Machine (EVM) is the incumbent standard. Rollups like Scroll and Polygon zkEVM that offer bytecode-compatible environments reduce migration friction, trading some performance for immediate ecosystem growth and tooling compatibility.

The market consolidates around proof-as-a-service. Independent proving networks like RiscZero and Succinct will commoditize the proving layer. Rollups become clients, outsourcing heavy computation to specialized proving markets, creating a modular stack similar to today's shared sequencer networks.

Evidence: StarkWare's Cairo VM demonstrates the performance gap, with its custom architecture enabling proofs for complex dApps like dYdX that would be prohibitively expensive on a general-purpose zkEVM.

protocol-spotlight
THE FUTURE OF ZK-ROLLUPS

Ecosystem Mapping: Who's Betting What

The battle for ZK supremacy is shifting from proving general EVM execution to optimizing for specific, high-value use cases.

01

The Problem: The General-Purpose Prover Tax

Proving a full EVM block is computationally insane. Projects like Scroll and zkSync Era pay a massive overhead tax for compatibility, leading to ~10-20 second finality and high proving costs that scale with general compute.

  • Cost Inefficiency: Proving simple swaps alongside complex DeFi transactions.
  • Latency Bottleneck: Sequential proof generation limits TPS and user experience.
  • Hardware Underutilization: General-purpose provers can't fully exploit specialized hardware (GPU, FPGA, ASIC) gains.
10-20s
Finality Time
High
Cost Overhead
02

The Solution: Specialized Prover Networks

Decouple proof generation from settlement. Dedicated networks like Espresso Systems (sequencing) and Risc Zero (general ZKVM) enable rollups to outsource proofs to optimized, competitive markets.

  • Economic Flywheel: Specialized provers compete on cost/latency for specific proof types (e.g., DEX swaps, NFT mints).
  • Hardware Optimization: Tailored proving stacks can leverage GPUs/FPGAs for 10-100x speed-ups on targeted operations.
  • Parallel Proofs: Multiple transactions can be proven simultaneously, breaking the sequential bottleneck.
10-100x
Speed-Up
~$0.01
Target Cost/Tx
03

The Vertical: zkEVMs as a Commodity, dApp-Chains as Kings

The endgame is application-specific zkRollups. StarkNet's Appchains and Polygon zkEVM CDK are frameworks for this. The base layer zkEVM (like Taiko) becomes a standardized settlement hub.

  • Sovereign Performance: dApps control their own sequencer, data availability, and prover market.
  • Custom State Models: A gaming rollup doesn't need a full EVM; it needs optimized proof systems for game state transitions.
  • Aggregated Settlement: Hundreds of specialized chains settle proofs to a shared, secure L1 like Ethereum.
1000+
Potential Chains
Sub-Second
App-Specific Finality
04

The Bet: Privacy as the Killer Vertical

General-purpose rollups leak everything. Specialized privacy rollups like Aztec and Aleo use ZKPs as a core feature, not just a scaling tool. This is where the tech's fundamental value prop shines.

  • Programmable Privacy: Selective disclosure and confidential DeFi (e.g., hidden amounts, positions).
  • Regulatory Advantage: Built-in compliance proofs (e.g., proof of sanctioned list non-membership).
  • Native Asset Advantage: Can create inherently private assets, not just wrapped tokens.
~100k TPS
Theoretical Capacity
Mandatory
For Institutional
05

The Infrastructure Play: Proof Aggregation Layers

Even specialized proofs need to be verified on L1. Aggregation layers like Nebra and Succinct's Telepathy are emerging to batch-proof proofs, reducing L1 verification cost by another order of magnitude.

  • Final Compression: Aggregate multiple ZK rollup proofs into a single L1 verification.
  • Universal Verifier: A shared, audited verification contract becomes critical infrastructure.
  • Cross-Chain Synergy: Enables efficient bridging of proven state between rollups and other chains.
100x
Gas Reduction
Universal
Verifier
06

The Risk: Fragmentation & Liquidity Silos

Specialization fragments liquidity and composability. Solving this requires robust cross-rollup communication. This is the new battleground, with LayerZero, Axelar, and Chainlink CCIP vying to connect the zk-rollup archipelago.

  • Composability Challenge: A swap spanning three specialized rollups needs atomic, proven cross-chain messages.
  • Security Trade-offs: Bridging introduces new trust assumptions outside the ZK security model.
  • Winner-Takes-Most: The interoperability standard that wins will capture immense value.
$10B+
Bridged Value at Risk
Critical
Security Surface
counter-argument
THE PROVER MARKET

Steelman: The Hybrid Future and The Middleware Gambit

The future of ZK-rollups is a competitive market of specialized provers, not a single general-purpose network.

Specialized provers win on cost. A prover optimized for a specific VM, like zkSync's Boojum for the EVM or RISC Zero for general compute, achieves superior proving efficiency. This creates a prover-as-a-service market where rollups select the optimal hardware and software stack.

General-purpose networks are inefficient. A single ZK network attempting to prove every VM, like Polygon zkEVM and zkSync Era, incurs overhead. This architectural trade-off sacrifices raw performance for developer convenience and ecosystem compatibility.

The middleware gambit is infrastructure. Projects like Risc0, Succinct, and Espresso Systems are building the proving layer beneath rollups. Their success depends on commoditizing proof generation, forcing rollups to compete on execution and settlement.

Evidence: Starknet's Kakarot zkEVM uses Cairo for proving, demonstrating a specialized prover (StarkEx) serving a different VM. This is the hybrid model: multiple VMs, optimized provers, shared settlement on Ethereum.

FREQUENTLY ASKED QUESTIONS

Builder FAQ: Navigating the Prover Landscape

Common questions about the architectural trade-offs between specialized and general-purpose provers for ZK-Rollups.

A specialized prover is optimized for a single VM (like zkSync's zkEVM), while a general-purpose one (like Risc Zero) can prove arbitrary computations. Specialized provers achieve higher performance for their target chain but lock you into one ecosystem. General-purpose provers offer flexibility but currently trade off for lower throughput and higher proving costs.

takeaways
THE ZK PROVER WARS

TL;DR for Busy Builders

The battle for ZK-rollup supremacy is shifting from L2s to the proving layer, forcing a critical architectural choice.

01

The Problem: The Monolithic Bottleneck

Building a custom ZK-rollup today means vertically integrating your own prover, sequencer, and DA layer. This creates massive overhead and locks you into a single, often inefficient, proving stack.\n- Capital Burn: Requires a dedicated team of cryptographers and $50M+ in R&D.\n- Rigid Tech Stack: Can't swap prover algorithms without a hard fork.\n- Wasted Cycles: Idle prover capacity during low activity periods.

18-24 mo
Dev Time
$50M+
R&D Cost
02

The Solution: Specialized Prover Networks (RiscZero, Succinct)

Decouple the proving layer from the execution layer. These are general-purpose ZK virtual machines (e.g., RISC-V) that any chain or app can use as a proving service.\n- Commoditized Security: Outsource trust to a decentralized network of provers.\n- Instant Interop: Native proof verification enables lightweight bridges and shared state.\n- Future-Proof: Upgrade the underlying proof system (STARK, SNARK) without touching app logic.

~90%
Dev Cost Cut
Any VM
Flexibility
03

The Solution: Application-Specific Provers (Aztec, Scroll)

Optimize the entire stack for a specific domain (e.g., private DeFi, EVM equivalence). The prover, language, and circuit are co-designed for maximum performance.\n- Radical Efficiency: 10-100x cost reduction for target use cases vs. general proof systems.\n- Superior UX: Enables features like private smart contracts that are impractical otherwise.\n- Vertical Integration: Full control over the proving pipeline and roadmap.

10-100x
Efficiency Gain
Native Privacy
Feature Enable
04

The Verdict: It's a Stack Choice, Not a Tech Choice

Your prover architecture dictates your business model and competitive moat.\n- Choose Specialized (RiscZero) if: You're building a new L2/L3 and want speed-to-market, or need trust-minimized bridging.\n- Choose App-Specific (Aztec) if: Your core value is a performance-intensive feature (privacy, gaming) that demands custom circuits.\n- The Hybrid Future: Expect L2s like zkSync and Starknet to eventually open their provers as a service, blending both models.

Speed vs. MoAT
Trade-off
2025-26
Market Shakeout
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ZK-Rollup War: Specialized vs General-Purpose Provers | ChainScore Blog