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。
OpenLIT 记录了 6,028 月访问量,月度环比增长为 -18.3%,定价为免费。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 | openlit.io | replicate.com |
| 定价模式 | 免费 | 付费 |
| 月访问量 | 6028 (6,028) | 90.4万 (904,038) |
| 月度环比流量变化 | -1353 (-18.3%) | -8.26万 (-8.4%) |
| 主要市场与份额 | 🇺🇸 美国 (53.6%) | 🇺🇸 美国 (16.3%) |
| 直接访问 / 月 | 2375 | 57.75万 |
| 用户评分 | 4.7 | 4.6 |
| 支持的平台 | 网站 | 网站 |

开源、原生 OpenTelemetry 的 AI 智能体可观测性与 Harness 工程平台
为每一次 LLM 调用、工具调用、检索和智能体步骤捕获 OpenTelemetry 链路与指标,并可按用户、会话、成本、延迟或自定义元数据筛选。
对生产流量或实验数据使用 LLM-as-a-judge、启发式检查或人工审核打分,持续衡量准确率、相关性与安全性。
在 Prompt Hub 中集中管理和版本化提示词,无需发布新的应用代码即可部署、回滚和更新提示词。
将 OpenAI、Anthropic 及其他 LLM API 密钥存放在代码库之外的加密保险库中,并支持轮换。

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。
免费 / 开源在本地或云端运行和构建开源 AI 模型

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。
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.