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Across Protocol vs Stargate: Capital-Efficient Bridging

A technical comparison of two leading capital-efficient bridges: Across Protocol's optimistic verification model versus Stargate's unified liquidity pools. We analyze trade-offs in speed, cost, security, and developer integration for CTOs and protocol architects.
Chainscore © 2026
introduction
THE ANALYSIS

Introduction: The Capital-Efficiency Paradigm

A data-driven comparison of how Across Protocol and Stargate Finance approach the critical challenge of capital efficiency in cross-chain bridging.

Across Protocol excels at minimizing idle capital through its unique unified auction model. By routing user requests to a competitive network of relayers who source liquidity from a single, shared pool on Ethereum, it dramatically reduces the capital providers must lock up. This model, combined with its optimistic verification system, has enabled Across to secure over $2.5B in total volume while maintaining deep liquidity with relatively low TVL, leading to some of the lowest effective fees for users on high-volume routes.

Stargate Finance takes a different approach with its unified liquidity pools and LayerZero's omnichain messaging. It creates dedicated liquidity pools on each supported chain (like Ethereum, Arbitrum, Avalanche) which are algorithmically rebalanced. This provides deterministic latency and a seamless user experience for stablecoin transfers. However, this requires significantly more locked capital (TVL often exceeding $400M) spread across all chains to maintain deep liquidity, which is a trade-off for its guaranteed composability with dApps in the Stargate/LayerZero ecosystem.

The key trade-off: If your priority is minimizing protocol-owned capital costs and achieving the lowest possible transfer fees for users, especially from rollups to Ethereum, choose Across. If you prioritize deterministic finality, native asset swaps, and deep integration with a broad ecosystem of omnichain dApps (like Radiant, Pendle, or Rage Trade), choose Stargate.

tldr-summary
Across Protocol vs Stargate

TL;DR: Core Differentiators

Key strengths and trade-offs at a glance for capital-efficient bridging.

01

Across: Capital Efficiency

Uses a single liquidity pool on Ethereum with a relay auction model. This reduces required capital by ~90% compared to lock-and-mint bridges. This matters for protocols that need to move large, sporadic volumes without locking up massive TVL.

~90%
Less Capital Required
02

Across: Security & Finality

Relies on the security of the source chain via optimistic verification. The canonical chain's validators are the trust root, not a new validator set. This matters for teams prioritizing maximal security and avoiding new trust assumptions, especially for high-value transfers.

HEAD-TO-HEAD COMPARISON

Across Protocol vs Stargate: Capital-Efficient Bridging

Direct comparison of key bridging metrics and architectural features for CTOs and architects.

Metric / FeatureAcross ProtocolStargate Finance

Primary Security Model

Optimistic Validation (UMA)

LayerZero (Omnichain)

Capital Efficiency (TVL per $1B Bridged)

$30M

$150M

Avg. Bridge Time (Ethereum → Arbitrum)

~3 min

~1 min

Native Gas Abstraction

Supported Chains

10+ (EVM Focus)

30+ (Multi-VM)

Fee Model

Relayer Tips + LP Fees

Standard Swap Fee + LP Fee

Unified Liquidity Pool Design

pros-cons-a
PROS AND CONS

Across Protocol vs Stargate: Capital-Efficient Bridging

A data-driven breakdown of the leading liquidity network and canonical bridge, highlighting their core architectural trade-offs for cross-chain value transfer.

01

Across Protocol: Capital Efficiency

Optimistic verification model: Uses a single liquidity pool on Ethereum, with relayers fronting capital and settling via UMA's optimistic oracle. This enables ~$200M TVL to secure billions in monthly volume (e.g., $1.2B+ in March 2024). This matters for protocols moving large sums with minimal locked capital overhead.

02

Across Protocol: Speed & Cost

Fast execution, variable finality: Transfers are typically completed in 1-4 minutes, as they only await the origin chain's confirmation. Finality relies on the 2-hour fraud-proof window. This matters for users prioritizing speed over instant guaranteed finality, especially for high-value transfers from L2s like Arbitrum and Optimism.

03

Stargate: Native Asset & Composability

Unified liquidity pools & native issuance: Uses the LayerZero protocol for cross-chain messaging with a canonical representation of assets (e.g., native USDC). This enables seamless integration with native DeFi apps like Aave and Curve without wrapping. This matters for developers building omnichain dApps that require consistent asset behavior.

04

Stargate: Instant Guaranteed Finality

Deterministic security via LayerZero: Messages are validated by decentralized oracle and relayer networks, providing instant, guaranteed finality upon confirmation. This matters for arbitrageurs, traders, and applications where settlement certainty is non-negotiable, despite potentially higher gas costs for the security model.

05

Across Protocol: Complexity & Risk

Relayer dependency & fraud-proof window: Users are exposed to relayer solvency risk and must trust the 2-hour dispute window for security. While proven, this adds a layer of complexity versus canonical bridges. This matters for protocols with strict, real-time settlement requirements or low-risk tolerance for optimistic assumptions.

06

Stargate: Capital Lockup & Slippage

Fragmented liquidity pools: Liquidity must be deployed across each supported chain (e.g., Ethereum, Avalanche, BSC), leading to higher total value locked (TVL ~$400M) to facilitate similar volume. Can experience slippage on imbalanced routes. This matters for liquidity providers seeking optimal yield and protocols evaluating total capital footprint.

pros-cons-b
PROS AND CONS ANALYSIS

Across Protocol vs Stargate: Capital-Efficient Bridging

A data-driven comparison of two leading cross-chain bridges, focusing on their core mechanisms and trade-offs for capital efficiency and user experience.

01

Across: Superior Capital Efficiency

Uses a single liquidity pool on Ethereum with a decentralized relay network. This means liquidity isn't fragmented across chains, enabling deeper pools and lower slippage for large transfers. This matters for institutions and whales moving $1M+ in a single transaction.

$50M+
Single-Tx Capacity
02

Across: Optimistic Model for Speed

Relayers front funds instantly on the destination chain, with settlement finalized later on Ethereum via UMA's optimistic oracle. This provides 1-2 minute finality for users. This matters for traders and DeFi users who prioritize speed and a seamless experience.

1-2 min
Typical Finality
03

Across: Trade-Off - Centralized Relayer Risk

Speed depends on a permissioned set of professional relayers. While bonded and slashed for misbehavior, this introduces a trust assumption not present in pure atomic swaps. This matters for purist protocols that prioritize maximal decentralization over UX.

04

Stargate: Native Omnichain Assets

Mints native STG-wrapped assets (e.g., USDC.e, ETH.axl) via LayerZero, enabling direct integration with destination chain DApps. This matters for yield farmers and liquidity providers who need assets in the native format for protocols like Aave or Curve.

15+
Native Chains
05

Stargate: Unified Liquidity Pools

Shares liquidity across all chains for a given asset via its "Unified Liquidity Model." This improves utilization but can lead to imbalances and higher fees during asymmetric flows. This matters for arbitrageurs and frequent cross-chain swappers who benefit from pooled depth.

06

Stargate: Trade-Off - Fragmentation & Slippage

Liquidity is split into separate pools per chain pair within the unified model. For large, direct transfers between less common pairs (e.g., Polygon to Avalanche), this can result in higher slippage and cost compared to a single-pool model. This matters for enterprise treasury operations with predictable, large-volume routes.

CHOOSE YOUR PRIORITY

Decision Framework: When to Choose Which

Across Protocol for DeFi

Verdict: The superior choice for high-value, time-sensitive arbitrage and large capital movements. Strengths:

  • Capital Efficiency: Utilizes a single-sided liquidity model with relayers, unlocking deeper liquidity for major assets like ETH, USDC, and WBTC without requiring paired liquidity on the destination chain.
  • Speed for Value: UMA's Optimistic Oracle provides near-instant guarantees for validated transfers, critical for arbitrage and liquidations where minutes matter.
  • Cost Structure: Lower fees for large transfers due to the relayer model; gas is subsidized and bundled. Consider: Best for established assets on major L2s (Arbitrum, Optimism, Base) and Ethereum mainnet.

Stargate for DeFi

Verdict: The default for routine, composable cross-chain operations and stablecoin routing. Strengths:

  • Native Composability: The LayerZero-powered Omnichain Fungible Token (OFT) standard allows tokens to move as native assets, enabling direct integration into destination chain DeFi (e.g., supplying a bridged USDC directly to Aave).
  • Unified Liquidity Pools: Deep, canonical stablecoin pools (USDC, USDT) provide consistent rates and are battle-tested with billions in TVL.
  • Developer Experience: Simple swap() and send() functions that are easily composable within a transaction. Consider: The go-to for stablecoin bridges, routine treasury management, and protocols building omnichain applications.
ACROSS PROTOCOL VS STARGATE

Technical Deep Dive: Security and Validation

This section analyzes the core security models and capital efficiency of two leading bridging solutions, Across and Stargate, to help you assess risk and operational costs for your cross-chain strategy.

Across Protocol is generally more capital efficient for large, fast transfers. Its architecture separates liquidity from validation, using a single-sided liquidity pool (like WETH) on the destination chain and a network of off-chain relayers. This allows deeper liquidity per dollar of capital. Stargate's model requires mirrored liquidity pools on both source and destination chains, locking capital in a 1:1 ratio, which can be less efficient for volatile or imbalanced asset flows.

verdict
THE ANALYSIS

Final Verdict and Recommendation

A data-driven breakdown of the core trade-offs between Across Protocol and Stargate to guide your bridging infrastructure decision.

Across Protocol excels at capital efficiency and cost predictability because of its unique architecture combining a unified liquidity pool on Ethereum with off-chain relayers. This model minimizes locked capital and offers users a single, transparent fee. For example, during periods of high demand, its optimistic verification and use of UMA's oracle often result in lower and more stable fees compared to canonical bridges, as seen in its consistent sub-1-minute finality for major assets.

Stargate takes a different approach by building a native Omnichain Fungible Token (OFT) standard and a LayerZero-powered canonical bridge. This results in a trade-off of higher capital lockup across chains for superior composability and native asset delivery. Its deep, chain-specific liquidity pools (with over $400M TVL) enable seamless cross-chain swaps for stablecoins like USDC and USDT, but require more capital to be deployed across each supported network.

The key trade-off: If your priority is minimizing operational costs, predictable fees, and Ethereum-centric security for value transfers, choose Across Protocol. It is the optimal engine for treasury management and high-volume, cost-sensitive applications. If you prioritize native asset delivery, deep stablecoin liquidity, and direct integration with a vast dApp ecosystem (like PancakeSwap, Trader Joe, or Radiant Capital), choose Stargate. Its OFT standard is the definitive choice for projects building omnichain applications.

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