The Evolution of Crypto Market Makers: Strategies, Infrastructure, and Emerging Opportunities

marsbit发布于2025-12-19更新于2025-12-19

文章摘要

The article explores the evolution of crypto market making, covering strategies, infrastructure, and emerging opportunities. It begins with classic strategies like spot vs. ETF arbitrage across exchanges and highlights the role of RFQ systems in Web3, enabling direct interaction with retail users through DEXs, aggregators, and wallets. The discussion moves to multi-chain infrastructure, from wrapped assets to intent-based protocols and solutions like THORChain and Harbor, which facilitate native cross-chain trading. Arbitrage between CeFi and DeFi is identified as a key opportunity, though it requires advanced infrastructure to combat MEV and front-running. The piece also covers derivatives, including perpetuals and options on platforms like Hyperliquid and Ethena, and token market making, often involving structured agreements with protocols. Finally, it emphasizes the importance of venture investing for market makers to gain early access to new opportunities and align with emerging ecosystems.

Author: Techub Selected Compilation

Written by: Michael Oved

Compiled by: Tia, Techub News

Earlier this year, as a major market maker was preparing for the inevitable expansion into the crypto market, I put together a roadmap for them. The opportunities here are vast and still evolving. This list is not intended to be exhaustive, but rather serves as a practical reference for trading firms seriously considering establishing or expanding their crypto business.

This is also an update to an article I wrote in 2018, as many of the protocols and conclusions mentioned back then are now outdated.

Classic Strategies: Spot vs ETF and Exchange Arbitrage

The most basic strategy in the crypto market almost entirely replicates the traditional market making model: connecting to multiple exchanges (such as Coinbase, Binance, etc.) and executing arbitrage between different trading venues. The goal is to align prices across different markets by executing arbitrage trades and efficiently allocating funds between exchanges. Prime brokerage infrastructure plays a supporting role, providing intraday loans and facilitating fast settlement. The execution layer relies on existing infrastructure optimized for low latency, but needs to be adapted to the APIs of crypto exchanges and the custody layer.

In spot vs ETF arbitrage opportunities, market makers typically participate as Authorized Participants (APs) for the primary product (e.g., iShares ETF). This role grants them "create/redeem" functionality, allowing APs to settle in cash or, under newer mechanisms, in-kind. Market makers hedge the ETF through crypto exchanges and related tools, executing trades simultaneously across multiple venues, products, currencies, and jurisdictions—areas where they already possess deep operational expertise.

RFQ Access to Web3 Products

Request for Quote (RFQ) systems are gradually becoming the mainstream model for market makers to interact directly with retail users in Web3. RFQ access takes various forms, including through Decentralized Exchanges (DEXs), Web3 product frontends, aggregators, or directly embedded in wallet interfaces. The access requirements are relatively low, primarily involving Fireblocks infrastructure for moving assets to and from counterparties, and usually permissioned API access.

DEXs designed around RFQ, such as AirSwap and 0x Matcha, are early, representative cases. In these systems, counterparties negotiate prices off-chain, while settlement is completed on-chain via smart contracts. This model retains the characteristics of traditional OTC bilateral trading while eliminating counterparty risk through atomic settlement. Market makers respond to quote requests in real-time, using signed messages and off-chain communication channels, ensuring gas efficiency, privacy, and flexibility for institutional-sized orders.

Compared to the Automated Market Maker (AMM) model, the RFQ model eliminates inherent price inefficiencies. Consequently, many AMMs have integrated RFQ quotes into their native frontends, allowing users to compare on-chain liquidity pool prices with direct quotes from market makers. Platforms like UniswapX and Jupiter aggregate liquidity from both their internal AMMs and RFQs, presenting users with a combined result when they request a quote. In practice, RFQ often wins out, so connecting and providing quotes through these interfaces is also a significant opportunity for market makers.

Aggregators like 1inch, acting as a "meta-layer" on top of existing DEXs and RFQ infrastructure, also connect directly with market makers. They send quote requests to all DEXs and market makers simultaneously and present the best option to the user. Aggregators are often directly integrated into wallets, gaining broad distribution from the start.

Wallets are evolving into complete DeFi execution gateways. Products like Metamask, Phantom, and Exodus have built-in Swap functions that aggregate quotes from both aggregators and direct market makers, effectively acting as "aggregators of aggregators." The core issue here is cost. Since wallets control user traffic, they aim to internalize as much of the spread as possible, as this is the core of their business model.

Going Multi-Chain: From Wrapped Assets to Intent Protocols, to Harbor

It's necessary to emphasize the evolution of multi-chain infrastructure, as market makers can also provide liquidity and/or execute arbitrage around these solutions. Including BTC in this should be considered the biggest opportunity in terms of trading volume and profit. Initially, "cross-chain" meant wrapping or bridging, i.e., locking assets in a smart contract on one chain and minting a representation on another. This method saw limited adoption, as users preferred holding native assets over wrapped tokens.

Intent-based protocols are a relatively new concept in the Web3 execution layer. Users submit their intent or generalized transaction goals, and market makers, known as "solvers," compete to execute these intents by finding the optimal path and/or price. Essentially, these solvers play the role of RFQ responders, with final settlement occurring on-chain, often involving multiple chains. In many ways, AirSwap can be seen as the earliest intent protocol, and we have very deep practical knowledge of its advantages and limitations.

THORChain is a significant protocol that introduces native BTC into the cross-chain system by combining an AMM model with threshold signatures and a multi-party validator set. The protocol enables direct swaps between BTC and EVM-based assets without relying on wrapped tokens or bridges. This design provides a scalable framework for native asset trading between heterogeneous chains.

Finally, @Harbor_DEX integrates and optimizes the above concepts, ultimately providing a way for market makers to directly quote for any asset (native or wrapped) on any chain within Web3 wallets. Harbor launched as a cross-chain CLOB, offering familiar APIs, deterministic price control, and native cross-chain settlement capabilities. It operates entirely as backend infrastructure, integrating directly with wallets without maintaining its own frontend or interacting directly with retail users. Once scaled, Harbor could provide market makers with a unified interface to seamlessly quote across all Web3 wallets and ecosystems.

Arbitrage Between CeFi and DeFi

Compared to traditional order books, AMMs are structurally a less price-efficient model. This inefficiency gives rise to MEV extraction and competition among bots attempting to capture arbitrage opportunities between liquidity pools and centralized markets, or to arbitrage the AMM itself in the case of sufficiently large orders.

Price discrepancies between AMMs and centralized exchanges are often significant, presenting highly attractive opportunities for many current participants. AMM pool prices frequently deviate, and market makers pull them back to reasonable levels, immediately profiting from the spread.

However, executing such strategies requires both a different way of interpreting prices compared to CLOBs and node-level infrastructure support. AMM quotes are not discrete order book levels but curves related to trade size, so market makers must dynamically calculate executable size and actual execution price before analyzing the trade. Furthermore, successful on-chain arbitrage relies on efficient blockchain infrastructure, including direct node access, optimized transaction propagation, and reliable block inclusion strategies to reduce the risk of front-running or failed transactions.

In practice, the biggest challenge is "winning the block," as multiple arbitrageurs have often identified the same opportunity. Transactions must be not only fast but also stealthy, typically broadcast through private relays or dedicated builders to avoid exposure in the public mempool and being front-run. With the right infrastructure and blockchain systems, arbitrage between CeFi and DeFi can be a substantial profit-making business.

Derivatives, Perpetuals, and Options

The decentralized derivatives market is rapidly evolving, represented by perpetual contracts (perps) and options protocols that replicate leverage and hedging tools from traditional markets. Among these protocols, Hyperliquid stands out, with its perpetual contract design balancing the supply and demand of long and short positions through a market-determined funding rate mechanism.

Hyperliquid also pioneered HLP, introducing a vault-style pool that allows users to passively participate in the profit and loss sharing of active market makers while reducing the capital requirements for market makers. Essentially, the exchange's margin system is funded by deposit vaults, allowing users to share both funding rate income and trading profits and losses. This design aligns incentives between liquidity providers, market makers, and the exchange, representing a significant innovation in decentralized leverage mechanisms.

Another important development is Ethena, which generates synthetic dollars through derivatives. Ethena's model maintains a stable asset and issues a stablecoin by simultaneously establishing a hedged position of a spot long and a perpetual short. Each user's minting or redemption action requires market makers to complete the hedge in real-time, creating continuous trading volume and arbitrage opportunities.

Expanding into the futures and options space is a natural extension of market makers' existing capabilities. Core skills such as basis management, funding rate arbitrage, inventory hedging, and capital efficiency optimization can be directly transferred to this new environment. With suitable custody and execution infrastructure, market makers can operate in these venues just as they do in traditional derivatives markets, capturing structural inefficiencies and emerging trade flows.

Token Market Making

When a new protocol token launches, it typically requires immediate liquidity provision on centralized exchanges. Market makers often enter into structured agreements with the protocol foundation or treasury. These arrangements usually take the form of "loan + options," where the market maker receives a loan of a certain amount of tokens and simultaneously receives call options allowing them to purchase tokens at a fixed strike price. For example, if the token's price doubles after launch, the market maker can exercise the option to purchase some of the borrowed tokens at the pre-agreed strike price, realizing substantial profits.

Over time, this practice may evolve or fade away due to its lack of transparency, benefiting market makers at the expense of retail investors and protocol foundations. Regardless, newly launched tokens will continue to need liquidity support, so variants of this structure are expected to persist in some form.

At Harbor, we are exploring a model that is more conducive to aligned incentives, pairing market makers directly with token teams and having them distribute liquidity through Web3 wallets rather than centralized exchanges. This approach keeps settlement on-chain, increases transparency, and allows users to trade directly with professional liquidity counterparts without relying on intermediated venues.

Regardless of the approach, there remains a huge opportunity for institutional participants to collaborate with token issuers in designing structured liquidity solutions, bringing professional market making discipline and greater transparency to this evolving segment of the crypto market.

Venture Capital and New Market Entry

In the crypto space, new markets and structural opportunities emerge approximately every 6 to 12 months, such as mining, exchanges, OTC, smart contract chains, ICOs, DEXs, yield farming, stablecoins, RFQ, perpetuals, and recently ETFs / DATs. This cycle of constant invention and reinvention has existed since Bitcoin's inception and is likely to continue as the ecosystem matures. The first movers into these new areas often capture the vast majority of the benefits, due to lower initial competition and information asymmetry.

Many crypto market makers have dedicated venture capital teams, whose purpose is not only investment itself but also to gain early insight into upcoming market structures and liquidity needs. These investments create aligned exposure to the upside of equity or tokens, as the institution can leverage its own infrastructure to drive usage and key metrics. I believe that for firms like Jump, Flow, and Wintermute, VC investment itself constitutes a significant source of their returns. In my view, establishing a strategically positioned VC fund and providing capital market capabilities, including but not limited to liquidity support, will help early teams grow, thereby enhancing the value of the VC investment. Taking Harbor as an example, our cap table includes four market makers; we brought them in at the seed stage for early alignment, and we expect them to be long-term and important partners for our protocol.

相关问答

QWhat are the main strategies used by crypto market makers in the evolving landscape?

ACrypto market makers employ several key strategies, including spot vs. ETF and exchange arbitrage, RFQ-based interactions with Web3 products, cross-chain liquidity provision and arbitrage, CeFi-DeFi arbitrage, derivatives and perpetuals trading, and token market making for new protocol launches.

QHow does the RFQ (Request for Quote) model function in Web3, and which platforms support it?

AThe RFQ model allows market makers to interact directly with retail users in Web3. Users request quotes, and market makers respond in real-time via off-chain communication, with settlement occurring on-chain via smart contracts. Platforms like AirSwap, 0x Matcha, UniswapX, Jupiter, and 1inch support RFQ, often aggregating both AMM and RFQ liquidity for optimal pricing.

QWhat role does multi-chain infrastructure play for crypto market makers, and what are some key protocols?

AMulti-chain infrastructure enables market makers to provide liquidity and execute arbitrage across different blockchains. Key protocols include THORChain, which allows native BTC swaps with EVM-based assets without wrapped tokens, and Harbor, which offers a cross-chain CLOB API for market makers to quote any asset on any chain directly to Web3 wallets.

QHow do market makers capitalize on arbitrage opportunities between CeFi and DeFi markets?

AMarket makers exploit price inefficiencies between centralized exchanges (CeFi) and automated market makers (AMMs) in DeFi. They use node-level infrastructure, direct blockchain access, and private transaction relays to avoid front-running. By quickly executing trades when AMM pools deviate from CeFi prices, they capture spreads and profit from structural inefficiencies.

QWhat is the significance of venture capital investments for crypto market makers?

AVC investments allow market makers to gain early insight into emerging market structures and liquidity needs. By investing in new protocols or platforms, they align with upside potential and can leverage their infrastructure to drive adoption. This strategic approach helps capture value from new opportunities like ETFs, perpetuals, or intent-based protocols, often contributing significantly to overall returns.

你可能也喜欢

韩国交易所“大战”监管机构,挑战执法、立法边界

韩国加密行业正与金融监管机构FIU(金融情报分析院)爆发正面冲突。过去FIU通过反洗钱法规对交易所严格处罚,但近期交易所开始通过法律诉讼和行业倡议系统性挑战其监管依据。 首尔行政法院在一审中撤销了FIU对Upbit运营公司Dunamu的部分营业停止处分,认为FIU对违规标准和处罚依据说明不足。法院强调,监管机构实施重罚必须证明交易所在明确规则下存在故意或重大过失。FIU已就此案提出上诉。同样,法院也暂停了FIU对Bithumb的六个月营业停止处分,以避免审理期间造成不可逆的损失。 在立法层面,韩国拟修订《特定金融信息法》,计划将1000万韩元以上加密资产转移一律纳入可疑交易报告范围。行业自律组织DAXA强烈反对,指出该“毒丸条款”可能违反法律保留原则,并将导致STR报告量暴增85倍,淹没真正的高风险信号,反而削弱反洗钱效率。 深层矛盾在于,韩国加密市场活跃但综合监管框架尚未成熟,目前主要依赖FIU的执法。交易所从被动接受转向通过司法和立法程序挑战监管,标志着韩国加密监管进入新阶段,监管规则本身的正当性将受到更严格审视。这场冲突短期内可能升级,但长期或有助于推动韩国建立更成熟、可持续的加密监管体系。

marsbit35分钟前

韩国交易所“大战”监管机构,挑战执法、立法边界

marsbit35分钟前

50倍存储后,孙宇晨永远在看下一个十年

孙宇晨以拍下巴菲特午餐、吃下天价香蕉等出位行为闻名,也面临SEC诉讼等争议,但其投资眼光常被忽略。早在2016年,他就建议年轻人投资比特币、英伟达、特斯拉等。以英伟达为例,若当时投资1万元,至2026年5月价值约240万元。 2025年底,他预言“存储是新的石油”,随后西部数据分拆的闪迪(SNDK)股价一年内大涨近50倍。当市场狂热追逐存储概念时,孙宇晨已将目光投向更具未来感的赛道:具身智能、无人机、空间计算和太空探索。 他认为,具身智能(如人形机器人)正从执行代码转向“看世界做事”,是AI在物理世界落地的关键。无人机已在军事、农业、物流等领域跑通商业闭环。空间计算(如苹果Vision Pro)旨在让AI理解物理空间,是机器人、自动驾驶等的基础。在太空领域,他本人于2025年乘坐蓝色起源飞船完成亚轨道飞行,并看好太空经济与区块链的结合。 他的投资逻辑是:押注确定性的赛道,两端布局,不赌单家公司。例如在机器人领域,既押注特斯拉(身体/制造),也押注英伟达(大脑/AI芯片);在无人机领域,看好其在军事应用中替代传统装备的趋势;在太空领域,关注即将IPO的SpaceX及其产业链。 孙宇晨将这些趋势串联起来,描绘出一幅“物理AI”改变现实世界运行方式的图景:从工厂机器人到自动驾驶,从无人机蜂群到星际探索。他认为,过去互联网改变了信息流动,而未来AI将重塑物理世界本身。

marsbit1小时前

50倍存储后,孙宇晨永远在看下一个十年

marsbit1小时前

史上最昂贵中期选举背后的亿万富翁们

彭博社分析指出,2026年美国中期选举已成为史上最昂贵的一选战,联邦政治委员会已募集超47亿美元,预计政治广告支出将达108亿美元。亿万富豪成为关键资金力量,其捐款不仅争夺国会控制权,也直接影响与自身利益密切相关的政策走向,如财富税、加密货币与人工智能监管等。 目前巨额资金多流向共和党阵营。顶级个人捐赠者包括:乔治·索罗斯(1.026亿美元)主要支持进步主义事业;埃隆·马斯克(8480万美元)大力支持特朗普阵营及共和党竞选委员会;Jeff Yass(8180万美元)是特朗普MAGA Inc.的最大金主之一,关注择校权等议题;OpenAI联合创始人Greg Brockman夫妇(5000万美元)支持特朗普及人工智能议题。 其他重要捐赠者有:Richard Uihlein(4530万美元)资助保守派议程;风投家Marc Andreessen(4470万美元)和Ben Horowitz(4440万美元)聚焦加密货币与人工智能政策;Miriam Adelson(4260万美元)长期支持特朗普及亲以色列政策;对冲基金大佬Paul Singer(3392万美元)转向支持特朗普对以强硬立场;建材巨头Diane Hendricks(2579万美元)亦是特朗普的坚定支持者。 匿名政治捐款的占比持续攀升。随着11月选举日临近,预计将有更多富豪加入顶级捐赠者行列。这场选举的结果将深刻影响美国未来两年的政策方向。

marsbit1小时前

史上最昂贵中期选举背后的亿万富翁们

marsbit1小时前

交易

现货
合约

热门文章

如何购买TIA

欢迎来到HTX.com!我们已经让购买Celestia(TIA)变得简单而便捷。跟随我们的逐步指南,放心开始您的加密货币之旅。第一步:创建您的HTX账户使用您的电子邮件、手机号码注册一个免费账户在HTX上。体验无忧的注册过程并解锁所有平台功能。立即注册第二步:前往买币页面,选择您的支付方式信用卡/借记卡购买:使用您的Visa或Mastercard即时购买Celestia(TIA)。余额购买:使用您HTX账户余额中的资金进行无缝交易。第三方购买:探索诸如Google Pay或Apple Pay等流行支付方法以增加便利性。C2C购买:在HTX平台上直接与其他用户交易。HTX场外交易台(OTC)购买:为大量交易者提供个性化服务和竞争性汇率。第三步:存储您的Celestia(TIA)购买完您的Celestia(TIA)后,将其存储在您的HTX账户钱包中。您也可以通过区块链转账将其发送到其他地方或者用于交易其他加密货币。第四步:交易Celestia(TIA)在HTX的现货市场轻松交易Celestia(TIA)。访问您的账户,选择您的交易对,执行您的交易,并实时监控。HTX为初学者和经验丰富的交易者提供了友好的用户体验。

498人学过发布于 2024.03.29更新于 2025.03.21

如何购买TIA

相关讨论

欢迎来到HTX社区。在这里,您可以了解最新的平台发展动态并获得专业的市场意见。以下是用户对TIA(TIA)币价的意见。

活动图片