别错过 Web3 AI 的造富列车：11 个潜力项目推荐

深潮Published on 2025-09-22Last updated on 2025-09-23

AI 的空气里早已弥漫着金钱的味道。

作者：Biteye 核心贡献者 Anci

编辑：Biteye 核心贡献者 Denise

从年薪过亿的 AI 研究员，到甲骨文 CEO 八旬老翁登顶世界首富，AI 正在以惊人的速度改变财富格局。眼红吗？传统 AI 可能是精英和资本的封闭游戏，但 Web3 AI 却为普通人打开了一扇门。

眼下市场正回归理性，无数优质项目和机会开始涌现，以下是我们精选的 Web3 AI 领域最具潜力的项目和方向。Web3 AI 的造富列车已经启动，现在上车还来得及！

01 Crypto AI 研究助手

Crypto AI 研究助手们采用了专门针对币圈和加密投资微调的模型，比通用大语言模型，它们对行业的理解更深入，体验更精准。目前主要以聊天框的形式交互，可以输出高质量的研究报告。

1. @caesar_data

Caesar Data 定位为“世界上最强大的深度研究 AI 工具”，通过整合实时数据和引用支持，提供准确可靠的答案。 与 MessariCrypto 等平台合作，专注于 Web3、加密货币及 AI 主题研究。

目前处于 Beta 测试阶段，持有 10000 枚 $CAESAR 代币即可免费使用，无需质押或锁定。

2. @Surf_Copilot

Surf Copilot 专为 Crypto 领域优化，可以通过 AI 快速分析项目投资者、社区情绪及市场趋势，生成专业级研报。此外，Surf 还提供“操作层”，可以将信息转化为链上行动，支持跨链、任务完成及交易等一键式工作流。

目前 Surf 已取消白名单限制，对所有用户开放，免费用户每周有 3 次研究机会，付费 Pro 会员以上可解锁更多次数、体验“操作层”功能并获赠 NFT，或有潜在空投机会；参与 Kaito Yaps 活动还有额外奖励。

3. @minara_ai

Minara AI 由 @Circle 支持，扮演“虚拟 CFO”角色，不仅提供加密货币和股票投资建议，付费用户还可通过工作流享受托管模式及无 Gas 费交易，极大简化操作。

目前对白名单开放，可在 Discord 完成任务获取免费版本代码，月费 49U 以上的套餐可解锁工作流模式。

02 去中心化算力云

AI 算力需求激增，大厂疯狂囤积 GPU，而去中心化算力网络以更低成本正在成为新选择，目前许多 web3 的去中心化网络都取得了不错的成绩。

4. @AethirCloud

Aethir 是目前最大的去中心化 GPU 算力网络，拥有超 43.6 万个 GPU 容器，提供 3200 万 + TFLOPS 计算力，覆盖全球 90 多个地点，服务月活 2.2 亿 + 用户，支持 AI 及云游戏等企业级应用。

其收入主要来自链上协议交易和使用费，近期月均收入约 1300 万美元，Q3 预计同比增长 20%。代币 $ATH 一周内涨幅高达 100%，被市场强烈看好。

5. @chutes_ai

Chutes 是 Bittensor 第 64 号子网，由 Rayon Labs 打造的无服务器 AI 计算平台。依托 Bittensor 架构，矿工提供 GPU 算力，验证者监控性能，支持开发者快速部署开源 AI 模型（如大语言模型、语音模型等）。

作为 Bittensor 排放和流动性最强的子网，Chutes 占据 9-10% 的网络排放份额，日均收入超 1 万美元，平台收入用于回购子网代币并奖励矿工和验证者，形成正向飞轮效应。

03 AI 硬件生息产品

AI 公司购买 GPU 的巨大资金压力催生了 Web3 硬件金融化方案：既为企业提供流动性，也让普通用户能小额参与 GPU 投资。

6. @usdai_official

USD.AI 是一种解决 AI 公司融资难题的创新方案。AI 公司可抵押 GPU 等硬件铸造美元挂钩稳定币 USDai（1:1 锚定 USD），快速获得流动性。

普通用户可购买 USDai 并质押铸造收益型代币 sUSDai，当前年化收益率约 8%，收益来源于 GPU 运营收入。

截至 2025 年 9 月，其 TVL 已超 1.1 亿美元，支持 Arbitrum 和 Plasma 等多链。

7. @gaib_ai

GAIB 致力于将 GPU 及机器人等 AI 基础设施金融化并上链，通过代币化未来收入为数据中心提供债务、股权及混合融资方案，同时为投资者提供直接参与 AI 经济的渠道。

其核心产品 AID 是一种美元挂钩稳定币，由 GPU 融资收入及美国国债等超额抵押支持。

用户存入稳定币购买 AID Alpha 并质押生成收益型代币 sAID，年化收益率约 15%，TVL 已超 7800 万美元，支持 Ethereum、Arbitrum、Base 和 BNB Chain 等多链。

04 AI Agent Launchpad

AI Agent Launchpad 近期热度一直居高不下，具有长期持续的生命力。

8. @virtuals_io

Virtuals 是目前最具影响力的 AI Agent Launchpad，2024 年底成功孵化了 AiXBT、Luna 等一批优质 AI Agent 项目后。平台于 2025 年创新推出 Genesis Launch 模式，将打新资格和额度与用户积分绑定，不仅增强了用户粘性，还显著提升了毕业 AI Agent 项目的质量。目前已成功推出 138 个 Genesis Agent。

此外，Virtuals 通过 ACP（Agent Commerce Protocol）整合平台上的 AI Agent，充分发挥各 Agent 的独特优势，致力于打造由 AI Agent 组成的对冲基金组合。同时，平台以 Butler 为用户交互窗口，展现公开透明的运营机制，表现出十足诚意。

据 DeFiLlama 数据，Virtuals Protocol 累计实现超过 5425 万美元的收入，位居 AI 协议前列。

9. @CreatorBid

CreatorBid 是一个构建在 Base 和 BNB Chain 上的 AI Agent Launchpad，与 Bittensor 生态系统深度合作。它运营一个名为“TAO 委员会”的组织，汇集了 Bittensor 的顶级子网，旨在为子网解决收入问题，并为潜力 AI Agent 项目提供资金和指导。

开发者可利用 Bittensor 的 AI 模型开发 Agent，并通过 CreatorBid 的平台进行代币化和社区推广，使其成为 Bittensor AI Agent 的分发网络。

目前较知名的 AI Agent 包括 Rizzy（投资资讯）和 Hermes（天气预报），均依托 Bittensor 网络支持。

05 多 AI Agent 应用构建平台

多 AI Agent 协作是行业探索的热点方向，不论是 Anthropic 提出的广为接受的 MCP，还是 Google 最新提出的 Agent2Agent Protocol (A2A)，都代表了主流 AI 对这个方向的探索。Web3 也在积极尝试。

10. @openservai

OperServ 想要成为 AI 一人独角兽公司的孵化平台，它提供了一个 aApp 构建器，开发者无需代码就可以调用不同的 AI Agent，支持研究、执行 defi、生成图片、浏览器操作等多种 AI Agent 的无缝协作。

AI Agent 还能可以通过 Human-in-the-Loop 机制请求用户输入，减少幻觉，提升任务准确性，适用于金融、自动化等场景。

11. @gen_impressions

General Impressions 是一个工作流自动化平台，用户可以在 Nexflow 面板上像搭乐高一样拖拽模块，链接 API、数据库和 AI Agent 服务，10 分钟内即可创建 Telegram 或 X 平台上的自动化机器人。

持有 10 万枚 $GEN 代币即可解锁操作面板，并可用代币支付执行费用或 API 调用 Gas 费。

06 总结

AI 的空气里早已弥漫着金钱的味道，Web3 AI 的潜力或许也即将爆发。

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