ZK proofs are becoming a commodity. The initial cryptographic breakthrough is now a production-grade tool, with performance and cost becoming the only differentiators. This mirrors the evolution of cloud GPUs or SSL certificates.
The Future of Zero-Knowledge Proofs Is a Commodity Market
ZK-proof generation is on a path from bespoke, high-cost software to a fungible, price-discovered utility, following the exact trajectory of cloud computing. This commoditization will slash costs for rollups like zkSync and Starknet, unlock new applications, and create a massive market for specialized prover hardware.
Introduction
Zero-knowledge proofs are transitioning from a core innovation to a standardized, low-margin infrastructure component.
The market will standardize on proof systems. The current fragmentation between zk-SNARKs, zk-STARKs, and Bulletproofs will consolidate as developers demand interoperability. Projects like RISC Zero's zkVM and Polygon's zkEVM are already creating de facto standards.
Proving hardware is the new battleground. As the software layer commoditizes, competitive advantage shifts to specialized hardware like FPGAs and ASICs. Firms like Ingonyama and Ulvetanna are building the 'ZK mining rigs' of the future.
Evidence: The proving cost for a simple transfer on zkSync Era has dropped over 90% in 18 months, driven by algorithmic improvements and hardware acceleration.
Executive Summary
Zero-Knowledge Proofs are transitioning from bespoke cryptographic art into a standardized, competitive infrastructure layer, where performance and cost are the only differentiators.
The Problem: Proving is a Bottleneck
Every major L2 and privacy app is building its own prover, creating massive redundancy and vendor lock-in. This fragments liquidity, slows innovation, and inflates costs for end-users.
- ~$1B+ in cumulative wasted R&D spend
- Weeks to months of integration time per new chain
- Prover costs are a black box, passed to users
The Solution: A Universal Proof Market
Decouple proof generation from specific chains, creating a competitive marketplace where specialized provers (e.g., RiscZero, Succinct, Ingonyama) bid for work. Think AWS for computation, but for cryptographic truth.
- Proof-as-a-Service (PaaS) commoditizes trust
- Real-time price discovery via auction mechanisms
- Standardized proof formats (e.g., Plonky2, Halo2) enable interoperability
The Catalyst: zkVM Standardization
Virtual machines like RISC Zero's zkVM and SP1 are creating a universal instruction set for provable computation. This turns custom circuit engineering into generic software compilation, unlocking a massive developer pool.
- Write once, prove anywhere portability
- Leverage existing toolchains (Rust, C++)
- Enables proof aggregation across disparate applications
The Endgame: Proofs as a Public Good
The final stage is a permissionless proving network where trust is derived from economic security, not brand reputation. This mirrors the evolution from private data centers to global cloud providers, collapsing the cost of privacy and scalability to near-zero.
- Fully decentralized prover networks (e.g., Aleo, Espresso Systems)
- Sub-cent transaction costs with full privacy
- ZK becomes a baseline utility, like TCP/IP
The Core Thesis: From Bespoke to Fungible
ZK proof generation is evolving from custom, high-friction implementations into a standardized, competitive commodity market.
Proof generation is a commodity. The core computational work of generating a ZK proof—executing a circuit and creating a SNARK—is a fungible compute task. Specialized hardware like FPGAs and ASICs from Cysic and Ulvetanna will compete solely on price-per-proof, not protocol logic.
Abstraction creates the market. Standardized proving APIs and intermediate representations (IRs) like RISC Zero's zkVM or SP1 create a fungible layer. A proof for a zkEVM like Scroll becomes a generic input to a competitive proving marketplace, decoupling innovation from execution.
The value migrates upstream. As proving commoditizes, the economic and strategic value shifts to application logic and circuit design. The market for custom zk-circuits, like those used by Worldcoin or Aztec, becomes the high-margin layer, while proof generation follows a cloud computing cost curve.
The Current Inefficiency: A Rollup's Burden
Rollups are drowning in the operational overhead and capital lockup of generating zero-knowledge proofs.
Proving is a capital-intensive operation. A rollup must stake assets to its prover network and pay for compute, creating a significant operational overhead that scales with transaction volume.
Proof generation creates illiquidity. The capital lockup in prover staking and sequencer bonds is capital that cannot be deployed elsewhere, imposing a direct drag on a rollup's economic efficiency.
The market is fragmented and inefficient. Each rollup, from zkSync to Starknet, builds a bespoke proving stack, leading to duplicated R&D, underutilized hardware, and no economies of scale.
Evidence: A dedicated proving chain like Espresso Systems or a shared marketplace like RiscZero's Bonsai demonstrates the demand to externalize this non-core, resource-heavy function.
The Cost of Proofs: A Rollup's Biggest Line Item
Comparison of ZK proof generation approaches based on cost, performance, and decentralization trade-offs.
| Key Metric | Centralized Prover (e.g., zkSync, Scroll) | Decentralized Prover Network (e.g., RiscZero, Succinct) | Proof Aggregation Layer (e.g., =nil;, Avail) |
|---|---|---|---|
Prover Hardware Cost (per proof) | $10-50 | $2-10 | $0.10-1.00 |
Proof Generation Time (for 1M tx batch) | 10-30 minutes | 1-5 minutes | < 1 minute |
Trust Assumption | Single operator | 1-of-N honest majority | Cryptographic (ZK) |
Prover Decentralization | |||
Proof Market Dynamics | Fixed cost | Auction-based pricing | Commodity spot market |
Capital Efficiency | Low (idle hardware) | Medium (shared network) | High (aggregated utilization) |
Integration Complexity | Low (SDK) | Medium (network coordination) | High (proof recursion) |
Primary Cost Driver | AWS bills, engineering overhead | Network incentives, slashing | Gas for proof verification |
The Commoditization Playbook: Lessons from AWS
ZK technology will follow the same commoditization trajectory as cloud computing, separating proof generation from verification.
ZK Proving is a commodity. The computational work of generating proofs will become a low-margin, high-volume service, akin to AWS EC2 instances. Specialized hardware from firms like Ulvetanna and Cysic will drive costs down, making raw proving power interchangeable.
Verification is the moat. The economic and security value shifts to the smart contract verifier, the on-chain component that checks proof validity. This is the equivalent of AWS's control plane—where margins and network effects accumulate.
The market fragments. We see this today with zkEVMs (Polygon zkEVM, zkSync Era, Scroll) competing on verifier efficiency and developer experience, not underlying proving algorithms. The proving backend becomes an implementation detail.
Evidence: AWS turned server hardware into a utility. Similarly, EZKL and RISC Zero demonstrate that proof systems are becoming standardized APIs, not proprietary technology.
Architects of the Commodity Market
ZK proving is evolving from bespoke infrastructure into a competitive, specialized commodity market, driven by cost and performance.
The Problem: Prover Monopolies Create Vendor Lock-In
Rollups are locked into a single proving stack, creating a single point of failure and stifling innovation. This leads to vendor-specific optimizations and prevents cost competition.
- Risk: Centralized control over $50B+ in sequencer revenue.
- Inefficiency: No market pressure to reduce ~$0.10-$1.00 per proof costs.
The Solution: Proof Aggregation Networks (e.g., =nil;, Avail)
Decouples proof generation from settlement, creating a liquid market for proving power. Rollups submit proof tasks, and a decentralized network of provers competes to compute them cheapest and fastest.
- Benefit: Drives cost toward marginal electricity price.
- Benefit: Enables proof specialization (GPU for Plonk, ASIC for STARK).
The Problem: Hardware Fragmentation Wastes Capital
Every new ZK architecture (STARK, Plonk, Halo2) requires custom hardware (CPU, GPU, FPGA, ASIC). This leads to massive stranded capital as hardware becomes obsolete or underutilized.
- Inefficiency: $100M+ in specialized hardware sits idle.
- Barrier: High capex prevents new prover entrants.
The Solution: Universal Proof Markets (e.g., RISC Zero, Succinct)
Abstracts the underlying proof system behind a standardized instruction set (like RISC-V). Any prover can verify any circuit, turning hardware into a fungible commodity.
- Benefit: Maximizes hardware utilization across protocols.
- Benefit: Future-proofs infrastructure against algorithmic breakthroughs.
The Problem: Data Availability is the True Bottleneck
ZK validity is meaningless without data to reconstruct state. High DA costs on Ethereum (≥$0.30/tx) dominate rollup expenses, making cheap proofs irrelevant.
- Reality: ~80% of rollup op cost is DA, not proving.
- Limit: Caps TPS to ~100-300 for ETH L2s.
The Solution: Modular DA & Validity Proof Layering
Separates DA (via EigenDA, Celestia, Avail) from settlement. ZK proofs can then be layered: a ZK proof of a DA proof (like NearDA), creating a hierarchy of cost/security.
- Benefit: Reduces DA cost by 10-100x.
- Benefit: Enables ≥100k TPS scalable stacks.
The Steelman: Why Provers Won't Commoditize
Proving hardware and software will fragment into specialized, non-fungible markets, preventing commoditization.
Proof systems are not fungible. A prover optimized for zkEVMs (Polygon zkEVM, Scroll) uses different arithmetic than one for zkVMs (RISC Zero) or custom circuits (StarkWare). This creates separate optimization silos.
Hardware dictates specialization. An FPGA cluster tuned for MSM operations in Groth16 is inefficient for the FFT-heavy PlonK proofs used by Aztec. The capital expenditure locks providers into niches.
Performance is multidimensional. The market won't converge on a single 'fastest' prover. It will split between those optimizing for prover time (for user apps), proof size (for L1 settlement), and cost per proof (for high-throughput rollups).
Evidence: Ethereum's L1 is the ultimate commodity compute market, yet specialized MEV searchers (Flashbots) and block builders (beaverbuild) dominate. Proving markets will fragment similarly along technical lines.
The Bear Case: What Could Derail This Future?
The path to a commoditized ZK market is littered with technical, economic, and security landmines.
The Hardware Trap
Specialized hardware (ASICs, FPGAs) creates centralization and vendor lock-in, undermining the commodity ideal.
- Dominant players like Ingonyama or Ulvetanna could control the proving market.
- Prover decentralization becomes impossible, reintroducing trusted compute bottlenecks.
- Cost structure shifts from competitive software to monopolistic hardware pricing.
The Oracle Problem for Proofs
A commodity market requires a universal, trustless verifier. Who verifies the verifiers?
- Recursive proof aggregation (e.g., Nova, Plonky2) creates a single point of failure.
- Proof marketplaces (e.g., =nil; Foundation) must solve decentralized attestation.
- Without this, the system defaults to trusting a handful of centralized prover cartels.
Economic Misalignment & MEV
Commodity pricing destroys margins, killing incentives for R&D and security.
- Race to the bottom on fees eliminates funding for next-gen proof systems (STARKs, folding schemes).
- Prover extractable value (PEV) emerges, where provers can censor or reorder proofs for profit.
- The market gets stuck on outdated, 'good enough' SNARKs, stifling innovation.
The Interoperability Mirage
ZK ecosystems (zkEVMs, zkVMs) are building walled gardens, not a unified commodity layer.
- Proof systems (Plonk, STARK, Groth16) are not natively interoperable.
- Vendor-specific VMs (Polygon zkEVM, zkSync Era, Scroll) create protocol lock-in.
- Without a universal ZK circuit language, the market fragments into incompatible silos.
Regulatory Capture of Privacy
Governments will target the privacy-preserving layer, not the public ledger, creating legal uncertainty.
- ZKPs as munitions: Export controls could restrict core cryptographic libraries (e.g., libSTARK).
- KYC for provers: Mandatory licensing could recentralize the proving market overnight.
- This legal overhang deters institutional capital and large-scale infrastructure investment.
The Complexity Cliff
ZK tooling remains inaccessible. Commoditization requires developer adoption, which is stagnating.
- Circuit writing is still a dark art, limiting the supply of provable applications.
- Auditing ZK code is orders of magnitude harder and more expensive than smart contracts.
- Without a 'Solidity for ZK', the total addressable market for proofs remains niche.
The 24-Month Outlook: Price Discovery and Specialization
ZK proof generation will follow the trajectory of cloud computing, evolving from a bespoke service into a competitive, specialized commodity market.
ZK Proving becomes a commodity. The core computational work of generating proofs will be abstracted from application logic. Protocols like Risc Zero and Succinct are already building generalized proving services, decoupling proof generation from specific ZK-VMs.
Specialization drives efficiency. General-purpose provers like zkEVM will compete with hyper-optimized, application-specific circuits. A prover for a zkRollup will not compete on the same cost curve as one for a privacy-preserving DEX order.
Market structure mirrors AWS. We will see a layered stack: hardware (e.g., Cysic, Ingonyama), proving cloud services, and proof aggregation networks. Price discovery will be public and real-time, traded on cost-per-proof-cycle.
Evidence: The proving cost for a simple transfer on zkSync Era has dropped 90% in 18 months. This trajectory mirrors the early price/performance curve of AWS EC2 instances.
TL;DR for Builders and Investors
ZK proofs are transitioning from bespoke cryptographic art to a competitive, specialized market. The value will accrue to application layers and proving hardware, not the proving software itself.
The Prover Market is a Race to the Bottom
ZK proving is becoming a low-margin utility. Specialized proving services like RiscZero, Succinct, and Ingonyama will compete on cost and speed, not protocol design.
- Key Benefit 1: Builders can outsource proving complexity, focusing on app logic.
- Key Benefit 2: Market forces drive proving costs toward the marginal cost of electricity and hardware.
The Real Moats are Hardware & Application-Specific VMs
Commoditized software provers will run on specialized hardware (GPUs, FPGAs, ASICs). The defensible stack layers are the physical infrastructure and the virtual machines they're optimized for.
- Key Benefit 1: Firms like Ingonyama and Cysic building ZK-ASICs will capture infrastructure rents.
- Key Benefit 2: VMs like RiscZero's zkVM or Polygon zkEVM create ecosystems, not just proofs.
Build for the Endgame: ZK as a Feature, Not a Product
Investors should back applications that leverage cheap, ubiquitous ZK for novel use cases (private DeFi, on-chain gaming, verifiable AI). The proving layer will be invisible.
- Key Benefit 1: Protocols like Aztec (private smart contracts) or Worldcoin (ZK identity) are product-first.
- Key Benefit 2: The 'AWS of ZK' will emerge, but its providers will be interchangeable utilities.
The Interoperability Standard is a Proof, Not a Bridge
Cross-chain interoperability will be settled by validity proofs, not multisigs. Light clients verified by ZKPs (like Succinct's Telepathy) become the universal trust layer, commoditizing messaging protocols.
- Key Benefit 1: Replaces trusted assumptions of LayerZero and Axelar with cryptographic guarantees.
- Key Benefit 2: Enables a unified liquidity layer across Ethereum, Solana, and Bitcoin via proof verification.
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