Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Comparisons

Semaphore vs MACI: Anonymous Voting Mechanisms

A technical analysis of two leading Ethereum frameworks for private governance, focusing on their core trade-offs in collusion resistance, on-chain verifiability, and architectural complexity for CTOs and protocol architects.
Chainscore © 2026
introduction
THE ANALYSIS

Introduction: The Privacy-Governance Dilemma

A technical breakdown of two leading zero-knowledge frameworks for on-chain voting, contrasting Semaphore's lightweight anonymity with MACI's coercion-resistance.

Semaphore excels at providing efficient, scalable anonymity for signaling and simple polls. It uses zero-knowledge proofs to allow users to prove membership in a group and send a signal (e.g., a vote) without revealing their identity. This results in low gas costs and high throughput, making it ideal for frequent, lightweight governance in DAOs like Uniswap or Ethereum Name Service (ENS). Its simplicity is its strength, enabling integration with existing identity systems like BrightID or Interep.

MACI (Minimal Anti-Collusion Infrastructure) takes a fundamentally different approach by prioritizing anti-collusion and coercion-resistance. It uses a central coordinator to aggregate and decrypt votes, ensuring that even the voter cannot prove how they voted after the fact. This makes vote-buying and coercion impossible, but introduces a trusted setup and more complex cryptographic operations. This trade-off is critical for high-stakes decisions, such as treasury allocations or constitutional amendments, where manipulation is a primary concern.

The key trade-off: If your priority is low-cost, frequent signaling with maximal decentralization, choose Semaphore. If you prioritize bulletproof coercion-resistance for high-value, final decisions and can manage a more complex setup with a trusted coordinator, choose MACI. The choice fundamentally hinges on your protocol's threat model and the economic value of each vote.

tldr-summary
Semaphore vs MACI

TL;DR: Core Differentiators

Key strengths and trade-offs at a glance for anonymous voting mechanisms.

01

Semaphore: Privacy Simplicity

Lightweight anonymity for on-chain actions: Uses zero-knowledge proofs to allow users to signal anonymously without revealing their identity. This matters for simple polls, DAO voting, and anonymous feedback where the primary need is identity hiding, not coercion-resistance. Implementation is relatively straightforward with libraries like @semaphore-protocol.

02

Semaphore: Lower Cost & Complexity

Optimized for gas efficiency and developer experience: Generates a ZK proof off-chain, submitting only a small proof and nullifier on-chain. This matters for high-frequency or low-stakes voting on EVM chains where gas fees are a concern. Does not require a centralized coordinator or complex key management like MACI.

03

MACI: Coercion & Collusion Resistance

Cryptographic guarantees against vote buying and coercion: Uses a central coordinator to aggregate and decrypt votes, making it impossible for a user to prove how they voted after the fact. This matters for high-value governance, public funding rounds (like clr.fund), and any vote where financial incentives to manipulate are high.

04

MACI: Full Privacy with Robustness

End-to-end encrypted process with dispute periods: Votes are encrypted to the coordinator's key, ensuring privacy even from other participants. A 1-of-N trust assumption in the coordinator, with fraud proofs allowing anyone to challenge incorrect tallying. This matters for mission-critical, adversarial environments where both privacy and result integrity are non-negotiable.

HEAD-TO-HEAD COMPARISON

Feature Comparison: Semaphore vs MACI

Direct comparison of anonymous voting mechanisms for on-chain governance and applications.

MetricSemaphoreMACI

Primary Use Case

General-purpose anonymous signaling (e.g., polls, DAO votes)

Collusion-resistant voting (e.g., quadratic funding, elections)

Collusion Resistance

Anonymity Set Size

Unbounded (depends on group size)

Bounded by coordinator key ceremony

On-Chain Gas Cost per Vote

~500K-1M gas (ZK proof verification)

~200K-400K gas (message processing)

Trusted Setup Required

Decentralized Coordinator

Ecosystem Adoption

Used by Unirep, Privacy Pools

Used by clr.fund, Optimism RetroPGF

pros-cons-a
ANONYMOUS VOTING MECHANISMS

Semaphore vs MACI: Pros and Cons

Key strengths and trade-offs for two leading zero-knowledge privacy solutions for on-chain governance and voting.

01

Semaphore: Developer Experience

Specific advantage: Simple, modular smart contracts and JavaScript libraries. The Semaphore team provides a starter template and Tutorials for quick integration. This matters for teams building custom anonymous signaling or group membership apps without complex cryptographic setup.

02

Semaphore: On-Chain Gas Efficiency

Specific advantage: Lower verification gas costs for single proofs. A Semaphore proof verification typically costs ~400k-500k gas, making it suitable for frequent, low-value anonymous actions. This matters for applications like anonymous DAO voting or feedback where cost per user is a primary constraint.

03

MACI: Collusion & Bribery Resistance

Specific advantage: Uses a central coordinator to decrypt and process votes, making finalized votes cryptographically immutable. Even if a voter sells their key, the coordinator cannot include a changed vote. This matters for high-stakes quadratic funding rounds (like Gitcoin) or elections where coercion resistance is non-negotiable.

04

MACI: Full Privacy & Receipt-Freeness

Specific advantage: Voters cannot prove how they voted, eliminating vote-selling proofs. The system uses zk-SNARKs to prove correct vote tallying without revealing individual ballots. This matters for protocols requiring the strongest possible privacy guarantees where even a proof of vote is a vulnerability.

05

Semaphore: Weakness - Privacy Leakage

Specific trade-off: Users can generate a nullifier to prove they performed an action (e.g., voted) in a specific poll, which can enable certain correlation attacks. This matters if your use case requires absolute unlinkability between multiple actions by the same user across different contexts.

06

MACI: Weakness - Centralized Coordinator & Complexity

Specific trade-off: Requires a trusted coordinator to process rounds, creating a liveness dependency and potential censorship vector. The setup is also significantly more complex than Semaphore. This matters for teams prioritizing decentralization or those without the resources to manage a complex key ceremony and coordinator infrastructure.

pros-cons-b
PROS AND CONS

Semaphore vs MACI: Anonymous Voting Mechanisms

A technical breakdown of two leading privacy-preserving voting frameworks. Choose based on your protocol's threat model and operational complexity.

01

Semaphore: Pros

Lightweight and Developer-Friendly: Built on efficient zk-SNARKs (Groth16), enabling simple, gas-efficient identity proofs. This matters for on-chain voting in high-frequency DAOs like Uniswap or Snapshot-integrated polls.

  • Low Gas Cost: ~200k-400k gas per proof verification.
  • Simple Abstraction: Identity and signaling are decoupled, easy to integrate.
02

Semaphore: Cons

Limited Collusion Resistance: Relies on a trusted coordinator for proof aggregation, creating a potential centralization point. This matters for high-stakes governance where bribery or coercion is a primary concern.

  • Trust Assumption: Coordinator can censor votes, though cannot forge them.
  • No Post-Vote Privacy: Vote nullifiers are public, enabling proof-of-vote.
03

MACI: Pros

Maximal Anti-Collusion & Coercion Resistance: Uses a central coordinator with zk-SNARKs to process votes, making bribes and vote-selling impractical. This matters for quadratic funding rounds (e.g., Gitcoin Grants) or national-scale digital voting.

  • Strong Guarantees: Even the coordinator cannot alter valid votes.
  • Finality: After the final tally is published, results are immutable.
04

MACI: Cons

High Operational Complexity & Cost: Requires a multi-round process with a trusted coordinator and significant computational overhead. This matters for teams with limited engineering resources.

  • High Gas Cost: Tallying a 10k-vote round can cost 10-50+ ETH.
  • Complex Setup: Requires key management, message polling, and dispute periods.
SEMAPHORE VS MACI

Technical Deep Dive: Architecture and Cryptography

A technical comparison of two leading zero-knowledge frameworks for anonymous voting, analyzing their cryptographic primitives, trust models, and architectural trade-offs for on-chain governance and decentralized applications.

The core difference is the trust model for preventing collusion and coercion. Semaphore is a non-interactive, trustless protocol using zero-knowledge proofs (ZK-SNARKs) to prove group membership and signal anonymously. MACI (Minimal Anti-Collusion Infrastructure) introduces a centralized, trusted coordinator to prevent vote buying by finalizing results in a way that makes bribes unverifiable. Semaphore offers stronger cryptographic guarantees, while MACI provides practical, enforceable anti-collusion at the cost of a trusted party.

CHOOSE YOUR PRIORITY

When to Choose: Decision Framework by Use Case

Semaphore for DAO Governance

Verdict: The default choice for on-chain, trustless voting with strong anonymity. Strengths: Semaphore provides collision-resistant identity and zero-knowledge proofs to ensure a member can vote only once without revealing their identity. It's gas-efficient for large-scale votes and integrates seamlessly with Snapshot for off-chain signaling and Aztec for on-chain execution. The Semaphore V3 contracts are audited and widely used by DAOs like Uniswap and Ethereum Name Service (ENS). Trade-offs: Requires a trusted setup for the zk-SNARK circuit, and voter anonymity relies on a decentralized relayer network to submit proofs.

MACI for DAO Governance

Verdict: The superior choice for high-stakes, coercion-resistant voting where preventing vote-buying is paramount. Strengths: MACI's centralized coordinator (which can be decentralized over time) provides cryptographic receipt-freeness, making it impossible for a voter to prove how they voted. This is critical for treasury management or protocol parameter votes where financial incentives for coercion are high. It's built for quadratic voting and funding mechanisms. Trade-offs: Higher complexity and cost due to the coordinator model and larger proof sizes. Less suitable for frequent, low-stakes polls.

verdict
THE ANALYSIS

Final Verdict and Recommendation

Choosing between Semaphore and MACI requires a fundamental trade-off between developer flexibility and robust, trust-minimized collusion resistance.

Semaphore excels at providing a flexible, developer-friendly framework for anonymous signaling on Ethereum. Its core strength is a modular design that allows for easy integration into existing applications like zkSNARK-based DAOs or privacy-preserving reputation systems. For example, its gas-efficient proof verification (often under 200k gas) makes it suitable for on-chain voting in Layer 2 ecosystems like Arbitrum or zkSync. However, its reliance on a trusted coordinator for nullifier management introduces a potential centralization point that must be mitigated through procedural or technical means.

MACI (Minimal Anti-Collusion Infrastructure) takes a fundamentally different approach by prioritizing cryptographic coercion-resistance and collusion mitigation at the protocol level. This is achieved through a multi-party computation (MPC) ceremony for vote decryption and a central coordinator with a private key, making it nearly impossible for bribe providers to verify a user's vote. This results in a critical trade-off: significantly higher operational complexity and cost (requiring a trusted setup and a more involved deployment process) in exchange for a stronger, more trust-minimized guarantee against vote buying and coercion.

The key trade-off: If your priority is rapid prototyping, gas efficiency, and composability within the existing Ethereum tooling stack, choose Semaphore. It is the proven choice for applications like anonymous polls or private membership proofs where extreme collusion resistance is a secondary concern. If your priority is maximizing censorship resistance and building a system where vote buying is cryptographically infeasible, such as for a high-stakes quadratic funding round or protocol governance vote, choose MACI, despite its higher operational overhead. For most CTOs, the decision hinges on whether the threat model necessitates MACI's rigorous guarantees or if Semaphore's agility and lower barrier to entry are sufficient.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team