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Best cross-chain intent infrastructure for swap developers

3 models · updated 2026-07-18

The verdict

Across Protocol leads — 2 of 3 models rank Across Protocol the top pick.

Not unanimous: ChatGPT picks LI.FI.

As of 2026-07-18, ChatGPT, Claude, Gemini collectively rank Across Protocol first for cross-chain intent infrastructure for swap developers on modelsagree.com.

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Combined ranking

  1. 1
    GPT #2Claude #1Gemini #1

    The most battle-tested intent-based bridging stack — its relayer/settlement model (fills in seconds, optimistic settlement via UMA) has years of mainnet volume, it co-authored ERC-7683 so integrations track the emerging standard, and its SDK/API plus "Across Settlement" let swap developers embed cross-chain fills without running solvers; assumes the developer targets EVM chains, where its coverage and solver depth are strongest.

    + model takes & fixes

    Claude The most battle-tested intent-based bridging stack — its relayer/settlement model (fills in seconds, optimistic settlement via UMA) has years of mainnet volume, it co-authored ERC-7683 so integrations track the emerging standard, and its SDK/API plus "Across Settlement" let swap developers embed cross-chain fills without running solvers; assumes the developer targets EVM chains, where its coverage and solver depth are strongest.

    Gemini Leads in capital efficiency and fast execution speed (fills in ~2-second average) within EVM L2s. Its co-creation of the ERC-7683 standard ensures a massive, interoperable solver network.

    GPT Excellent execution on supported routes, with fast relayer-funded fills, native assets, strong capital efficiency, ERC-7683 alignment, destination actions, and a clean unified Swap API; near-tied with LI.FI when EVM-centric price and speed matter more than breadth.

    Where it falls short

    per GPT Its roughly two-dozen-chain footprint and EVM emphasis make it less suitable for broad non-EVM coverage, and production API use requires credentials and an integrator ID.

    per Claude EVM-centric — weak fit if you need Solana, Bitcoin, or Cosmos routes, and exotic long-tail tokens can lack relayer liquidity, forcing fallback paths.

    per Gemini Lacks native, non-EVM chain support (like Solana or Bitcoin) without relying on wrapper contracts or external bridge integrations.

  2. 2
    GPT #3Claude #3Gemini #2

    Its 0-TVL architecture eliminates pool vulnerability risks and slippage. Natively supports Solana-EVM swaps with a flexible developer API. Near-tie with UniswapX on EVM, but ranked higher for developers due to native Solana/non-EVM support.

    + model takes & fixes

    Gemini Its 0-TVL architecture eliminates pool vulnerability risks and slippage. Natively supports Solana-EVM swaps with a flexible developer API. Near-tie with UniswapX on EVM, but ranked higher for developers due to native Solana/non-EVM support.

    GPT Proven intent-based liquidity network with fast non-custodial cross-chain and same-chain swaps, broad heterogeneous-chain support, flexible API/widget integration, transaction construction, order tracking, hooks, and integrator monetization.

    Claude Zero-TVL intent/order-flow design with consistently fast fills, native Solana↔EVM support that most intent rivals lack, and a clean API for programmatic order creation — the strongest pick when non-EVM reach matters; near-tie with Relay for this slot.

    Where it falls short

    per GPT Its security and settlement design is more dependent on deBridge’s validation infrastructure than developers seeking maximally neutral or modular verification may accept.

    per Claude Smaller solver/market-maker set than Across means wide or unusual orders can see worse pricing or slower fills, and you're trusting a more concentrated filler network.

    per Gemini Fills depend entirely on active solver capital on destination chains, leading to high fees or delayed fills on less popular token routes.

  3. 3
    GPT #1Claude #2Gemini #5

    The strongest default for typical swap developers: one mature SDK/API integration spans 60+ chains, aggregates bridges, DEXs, and intent routes, supports destination calls and integrator fees, while LI.FI Intents adds fast solver-funded execution and permissionless Open Intents Framework compatibility.

    + model takes & fixes

    GPT The strongest default for typical swap developers: one mature SDK/API integration spans 60+ chains, aggregates bridges, DEXs, and intent routes, supports destination calls and integrator fees, while LI.FI Intents adds fast solver-funded execution and permissionless Open Intents Framework compatibility.

    Claude Best single integration surface for a swap product: aggregates intent systems (Across, Relay, deBridge) alongside classic bridges and DEXes with routing, contract calls, and solid enterprise support/SLAs, so developers get intent-speed routes where available and fallbacks everywhere else; ranked on breadth-plus-reliability rather than being pure intent infra itself.

    Gemini Meta-aggregator providing a single integration point for both intent-based bridges and classic routing, automatically directing order flow to the best path.

    Where it falls short

    per GPT Its aggregation and hosted routing layers add dependency and complexity; teams wanting the smallest trust surface or direct protocol control should integrate a settlement protocol instead.

    per Claude It's an aggregation layer with fee overhead and less control — you inherit its routing decisions and dependency surface rather than owning the intent flow directly.

    per Gemini Adds an extra layer of smart contract risk and fee overhead, while locking developers into LI.FI's centralized routing API.

  4. 4
    UniswapX3 pts
    GPT Claude Gemini #3

    Combines solver auctions with Uniswap's deep v2/v3/v4 liquidity pools for optimal pricing. Near-tie with deBridge, but ranked lower due to lack of non-EVM support and Uniswap-centric architecture.

    + model takes & fixes

    Gemini Combines solver auctions with Uniswap's deep v2/v3/v4 liquidity pools for optimal pricing. Near-tie with deBridge, but ranked lower due to lack of non-EVM support and Uniswap-centric architecture.

    Where it falls short

    per Gemini Heavily integrated into Uniswap's routing and license ecosystem, making it restrictive and less modular for independent developers who want a general-purpose cross-chain SDK.

  5. 5
    Mayan2 pts
    GPT #4Claude Gemini

    Particularly strong for Solana-to-EVM swaps: competitive driver auctions provide guaranteed output and near-instant inventory-funded delivery, while its SDK, gas-drop support, payload execution, referral fees, and low 3-bps protocol fee make integration practical.

    + model takes & fixes

    GPT Particularly strong for Solana-to-EVM swaps: competitive driver auctions provide guaranteed output and near-instant inventory-funded delivery, while its SDK, gas-drop support, payload execution, referral fees, and low 3-bps protocol fee make integration practical.

    Where it falls short

    per GPT Its chain footprint is narrower and its Wormhole/Solana-centered auction and settlement architecture is a poor fit for teams needing chain-neutral infrastructure or extensive long-tail coverage.

  6. 6
    NEAR Intents2 pts
    GPT Claude Gemini #4

    Features native cross-chain chain-abstraction across EVM, Solana, NEAR, and Bitcoin. Solvers can tap CeFi liquidity, enabling competitive pricing on large-size transactions.

    + model takes & fixes

    Gemini Features native cross-chain chain-abstraction across EVM, Solana, NEAR, and Bitcoin. Solvers can tap CeFi liquidity, enabling competitive pricing on large-size transactions.

    Where it falls short

    per Gemini Settles transactions on the NEAR blockchain, forcing developers to inherit NEAR's trust assumptions and infrastructure dependencies.

  7. 7
    Relay2 pts
    GPT Claude #4Gemini

    Extremely low-cost, near-instant fills across a very long list of chains including many L2s/appchains others skip, with a simple API that made it the default for bridging-into-app UX; earns the spot on latency, cost, and chain coverage for small-to-mid-size swaps.

    + model takes & fixes

    Claude Extremely low-cost, near-instant fills across a very long list of chains including many L2s/appchains others skip, with a simple API that made it the default for bridging-into-app UX; earns the spot on latency, cost, and chain coverage for small-to-mid-size swaps.

    Where it falls short

    per Claude Relies heavily on Relay's own filler capacity and reputation-based settlement — larger trades and trust-minimization-sensitive use cases fit worse than Across's model.

  8. 8
    1inch Fusion+1 pts
    GPT #5Claude Gemini

    A strong choice for gasless, MEV-resistant cross-chain swaps using competitive resolvers and atomic escrow settlement, backed by excellent same-chain liquidity aggregation and polished developer APIs.

    + model takes & fixes

    GPT A strong choice for gasless, MEV-resistant cross-chain swaps using competitive resolvers and atomic escrow settlement, backed by excellent same-chain liquidity aggregation and polished developer APIs.

    Where it falls short

    per GPT Fusion+ is comparatively constrained by supported routes, resolver participation, escrow timing, and commercial API terms, so it is less universal as an independent cross-chain backend.

  9. 9
    Bungee1 pts
    GPT Claude #5Gemini

    Socket's intent protocol plus its established aggregation network give developers auto-routed intents with solver competition and a mature API used by major wallets; solid but ranks last because its intent layer is younger and solver depth thinner than the picks above — near-tie with an aggregator-shaped LI.FI alternative role.

    + model takes & fixes

    Claude Socket's intent protocol plus its established aggregation network give developers auto-routed intents with solver competition and a mature API used by major wallets; solid but ranks last because its intent layer is younger and solver depth thinner than the picks above — near-tie with an aggregator-shaped LI.FI alternative role.

    Where it falls short

    per Claude Overlaps heavily with LI.FI as an aggregation surface; if you already integrate LI.FI or Across directly, Bungee adds little unique capability.

Just missed the top 5

GPT Open Intents Frameworkhighly modular, permissionless, and standards-aligned, but still more framework than turnkey production liquidity platform · UniswapXexcellent auction design and filler ecosystem, but cross-chain coverage and general-purpose integration breadth remain less compelling than the five above

Claude UniswapXexcellent intent/Dutch-auction design but order flow and tooling remain oriented to Uniswap's own ecosystem rather than third-party swap developers

Gemini CoW ProtocolIts cross-chain intents are still reliant on partner bridges/solvers, and its main developer tooling is optimized for single-chain batch auctions · EssentialFocuses on declarative languages and intent standards rather than offering a production-ready, highly liquid cross-chain swap protocol

By model

ChatGPT

  1. 1.LI.FI
  2. 2.Across Protocol
  3. 3.deBridge
  4. 4.Mayan
  5. 5.1inch Fusion+

Claude

  1. 1.Across Protocol
  2. 2.LI.FI
  3. 3.deBridge
  4. 4.Relay
  5. 5.Bungee

Gemini

  1. 1.Across Protocol
  2. 2.deBridge
  3. 3.UniswapX
  4. 4.NEAR Intents
  5. 5.LI.FI

Common questions

What is the best cross-chain intent infrastructure for swap developers according to AI models?

Across Protocol leads. 2 of 3 models rank Across Protocol the top pick. The current top 3: Across Protocol, deBridge, LI.FI. Ranked by asking ChatGPT, Claude, Gemini the same buying question and merging their top-5 picks, updated 2026-07-18. Source: modelsagree.com.

Which cross-chain intent infrastructure for swap developers did each AI model pick first?

ChatGPT: LI.FI. Claude: Across Protocol. Gemini: Across Protocol.

Do the AI models agree on the best cross-chain intent infrastructure for swap developers?

Not unanimous. ChatGPT picks LI.FI.

How is this cross-chain intent infrastructure for swap developers ranking made?

ChatGPT, Claude, Gemini are each asked the same buying question in a fresh session with no system steering. Their top-5 answers are merged (rank 1 = 5 pts … rank 5 = 1 pt) into the consensus ranking, re-polled weekly and tracked over time.

More on how polling works: full methodology →

This ranking moves

We re-poll all four models weekly. Get one short email when a #1 flips.

Cite this ranking

ModelsAgree, “Best cross-chain intent infrastructure for swap developers” — merged ranking from ChatGPT, Claude, Gemini & Grok, polled 2026-07-18. https://modelsagree.com/best/best-cross-chain-intent-infrastructure-for-swap-developers (CC BY 4.0)

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled weekly