fal.ai 记录了 3,093,684 月访问量，月度环比增长为 -3.7%，定价为 Paid, pay-as-you-go usage-based pricing。ThinkDiffusion 记录了 51,807 月访问量，增长率为 -14.8%，定价为免费试用，付费。
一个 API 接入 1500+ 生产级生成式媒体模型
ThinkDiffusion is a cloud workspace platform for open-source generative AI. Instead of fighting local installs and GPU shortages, you spin up a private, dedicated machine in about 90 seconds that runs Automatic1111, ComfyUI, Fooocus, Forge and Kohya, along with modern image and video models, and access it from any device including your phone.
| 维度 / 指标 | | |
|---|---|---|
| 官方域名 | fal.ai | thinkdiffusion.com |
| 定价模式 | Paid, pay-as-you-go usage-based pricing | 免费试用，付费 |
| 月访问量 | 309.37万 (3,093,684) | 5.18万 (51,807) |
| 月度环比流量变化 | -11.99万 (-3.7%) | -9019 (-14.8%) |
| 主要市场与份额 | 🇺🇸 美国 (22.7%) | 🇺🇸 美国 (22.4%) |
| 直接访问 / 月 | 187.12万 | 1.8万 |
| 用户评分 | 4.7 | 4.4 |
| 支持的平台 | 网站 | 网站 |
一个 API 接入 1500+ 生产级生成式媒体模型
一个 API Key 即可调用 1500 多个图像、视频、音频、3D 与 world 模型，并随新模型上线持续更新。
自研推理栈，官方称扩散模型推理最高提速 10 倍，专为对延迟敏感的生产流量设计。
可部署自有或微调模型，包括私有 LoRA 与自定义端点，内置自动扩缩容与可观测性。
H100、H200、B200、B300 多节点集群，用于训练与微调等算力密集型任务。
ThinkDiffusion is a cloud workspace platform for open-source generative AI. Instead of fighting local installs and GPU shortages, you spin up a private, dedicated machine in about 90 seconds that runs Automatic1111, ComfyUI, Fooocus, Forge and Kohya, along with modern image and video models, and access it from any device including your phone.
Launch a private, dedicated GPU machine in roughly 90 seconds with no installs, drivers or local hardware required, and drive it from any device including a phone.
Run industry-standard open-source interfaces side by side — Automatic1111, ComfyUI, Fooocus, Forge and Kohya — and launch multiple machines at once for parallel work.
Pull models, checkpoints, LoRAs, embeddings and textual inversions from Civitai, Hugging Face or your own drive in one click, and add any extensions or custom nodes.
Each machine is yours alone, with up to 200 GB of persistent private storage, an auto-stop timer, and file access without launching a machine.
专项更强Exceptional routing and multi-provider support primarily for language models rather than fal.ai's specialized generative media focus.
专项更强Exceptional routing and multi-provider support primarily for language models rather than fal.ai's specialized generative media focus.
在浏览器中免费生成 AI 图像与视频，并托管模型
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
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.
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.
免费 / 开源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
免费 / 开源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
提供多媒体与文字模型的统一 API，但开发者工具与生态系整合的成熟度较低。
Consolidates image, video, and audio models under single endpoints, but lacks fal.ai's advanced custom weight deployment.
免费 / 开源在云端零配置运行原生 ComfyUI，享受高速 GPU 与一键无服务器 API
免费 / 开源在云端零配置运行原生 ComfyUI，享受高速 GPU 与一键无服务器 API
