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。
clickworker 记录了 1,861,149 月访问量,月度环比增长为 +0.5%,定价为定价请咨询。Replicate AI 记录了 904,038 月访问量,增长率为 -8.4%,定价为付费。

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.
| 维度 / 指标 | ![]() | ![]() |
|---|---|---|
| 官方域名 | clickworker.com | replicate.com |
| 定价模式 | 定价请咨询 | 付费 |
| 月访问量 | 186.11万 (1,861,149) | 90.4万 (904,038) |
| 月度环比流量变化 | +9574 (+0.5%) | -8.26万 (-8.4%) |
| 主要市场与份额 | 🇺🇸 美国 (27.6%) | 🇺🇸 美国 (16.3%) |
| 直接访问 / 月 | 94.71万 | 57.75万 |
| 用户评分 | 3.9 | 4.6 |
| 支持的平台 | 网站 | 网站 |

clickworker runs a global crowd of over 10 million registered freelancers in 136 countries to collect, label, validate and categorize data for AI training, surveys, retail audits and SEO projects.
Custom image, video, audio and text datasets with human labeling, annotation and validation, delivered with parent company LXT.
Registered freelancers in 136 countries fill microtasks through web, Android and iOS apps, with flexible scaling up or down.
An all-in-one survey tool plus access to a verified respondent pool for external studies and targeted insights.
Real-time point-of-sale data collection, display audits, mystery checks, and usability testing for websites, apps and games.

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.
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。
专注于为 AI 实验室匹配经过审核的人类 RLHF 专家,但提供的一般数据标注服务较少。
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.