专项更强擅长跨多个提供商路由文本和多模态提示词,但缺乏 Replicate 专属的自定义 ML 部署功能。
Replicate AI 记录了 904,038 月访问量,月度环比增长为 -8.4%,定价为付费。Surf 记录了 116,252 月访问量,增长率为 -18.9%,定价为 Free, Pro, Max, API credits。

Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
机构级加密资产与美股情报,通过对话式 AI 分析师交付。
| 维度 / 指标 | ![]() | |
|---|---|---|
| 官方域名 | replicate.com | asksurf.ai |
| 定价模式 | 付费 | Free, Pro, Max, API credits |
| 月访问量 | 90.4万 (904,038) | 11.63万 (116,252) |
| 月度环比流量变化 | -8.26万 (-8.4%) | -2.72万 (-18.9%) |
| 主要市场与份额 | 🇺🇸 美国 (16.3%) | 🇰🇷 韩国 (32.6%) |
| 直接访问 / 月 | 57.75万 | 8.88万 |
| 用户评分 | 4.6 | 4.2 |
| 支持的平台 | 网站 | 网站 |

Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
Run image, video, audio, speech, and language models through a uniform API surface, with official models for FLUX, Nano Banana, Seedream, Grok Imagine, MiniMax, Wan, Seedance, and more.
Set up a model in minutes and make an API call in Python, Node, or plain HTTP after authenticating with an API token.
Package your own model with Cog, an open-source tool for packaging machine learning models, and deploy it on dedicated hardware that scales up and down with demand.
Fine-tune models on your own data, including fast-booting fine-tunes that are billed only while actively processing requests rather than for idle time.
机构级加密资产与美股情报,通过对话式 AI 分析师交付。
用自然语言询问代币、协议或股票,得到标注了来源的答案,而不是无凭据的断言。
行情、链上事件、SEC 文件与新闻被归一化为统一的机构化数据层,让模型基于一致的输入进行推理。
API、MCP 服务器、CLI 与 Agent Skills 让团队能将该情报接入自建智能体、看板与内部研究流程。
针对追踪行情重大动态、以及查询项目与资产结构化背景的专用模块。
专项更强擅长跨多个提供商路由文本和多模态提示词,但缺乏 Replicate 专属的自定义 ML 部署功能。

图片和视频模型的无服务器执行速度更快,但相比 Replicate,通用自定义模型部署能力稍弱。

更专注于 LLM 推理和微调,但缺乏 Replicate 那样由社区策划的多样化媒体模型目录。
AI 指标、真实订单流与图表整合于单一平台
全球宏观数据与 AI 研究平台,助力更明智的经济决策
免费 / 开源Specializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
免费 / 开源Specializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
用于选股研究、筛选与市场信号的 AI 投资助手