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正面對決基準比較
ModelsLab vs Stable Diffusion API
ModelsLab 每月有 74,376 次造訪，月增率 -26.2%，定價模式為免費增值、付費。Stable Diffusion API 每月有 26,802 次造訪，成長率 -21.8%，定價模式為付費。
以單一 API 取用 10,000+ 影像、影片、音訊、3D 與 LLM 模型
每月造訪次數
7.44萬
月成長速度
-26.2%
主要市場
🇫🇷 法國
ModelsLab 每月有 74,376 次造訪，月增率 -26.2%，定價模式為免費增值、付費。Stable Diffusion API 每月有 26,802 次造訪，成長率 -21.8%，定價模式為付費。
以單一 API 取用 10,000+ 影像、影片、音訊、3D 與 LLM 模型
一個 REST 端點串接 SD 1.5、SDXL、Flux 與上萬個社群模型
| 面向／指標 | | |
|---|---|---|
| 官方網域 | modelslab.com | stablediffusionapi.com |
| 定價模式 | 免費增值、付費 | 付費 |
| 每月造訪次數 | 7.44萬 (74,376) | 2.68萬 (26,802) |
| 月流量變化量 | -2.64萬 (-26.2%) | -7490 (-21.8%) |
| 主要市場與市佔 | 🇫🇷 法國 (18.8%) | 🇺🇸 美國 (16.5%) |
| 每月直接造訪 | 3.69萬 | 8529 |
| 使用者評分 | 4.3 | 4.2 |
| 支援平台 | 網站 | 網站 |
以單一 API 取用 10,000+ 影像、影片、音訊、3D 與 LLM 模型
以單一 API 金鑰與統一 JSON 結構描述取用影像、影片、音訊、3D 與文字模型，不必周旋於多家供應商。
依任務瀏覽 10,000+ 模型、比較輸出、在遊樂場測試提示，再以相同整合從應用程式呼叫該模型。
在共享基礎設施上執行開源模型，或預留專屬 GPU 以獲得可預期吞吐量與無限量生成。
在平台 GPU 上訓練微調、複製語音，並依產品、品牌或風格客製模型。
一個 REST 端點串接 SD 1.5、SDXL、Flux 與上萬個社群模型
一個 POST 端點即可處理 SD 1.5、SDXL、Flux、ControlNet 與 LoRA 模型的文生圖、圖生圖與編輯任務，並為每個模型提供 cURL、Python、Node 範例。
數千個社群 checkpoint 與 LoRA，涵蓋動漫、寫實與風格化系列，皆可查看參數與範例程式碼。
請求會回傳任務或 track id，耗時生成可透過輪詢或推送至自有 webhook 端點取得結果，不必阻塞客戶端。
Dreambooth 式端點可用自有圖片訓練專屬概念與風格，訓練出的模型 id 可直接用於生成呼叫。
專項更強MiniMax Image-01 is MiniMax's open-weight image generation model, available through the MiniMax API and MiniMax Design. It turns text prompts into high-resolution visuals and powers image workflows inside MiniMax's broader model family.
專項更強MiniMax Image-01 is MiniMax's open-weight image generation model, available through the MiniMax API and MiniMax Design. It turns text prompts into high-resolution visuals and powers image workflows inside MiniMax's broader model family.
一個 API 串接 1500+ 可上線的生成式媒體模型
免費 / 開源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.
免費 / 開源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.
免費 / 開源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.
免費 / 開源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.
一組相容 OpenAI 的 API，串接 500+ 圖像、影片、音訊與大模型
Runware is an AI inference platform that exposes an enormous model catalog — images, video, audio, LLMs and 3D — through a single API endpoint, alongside serverless GPU compute and reserved capacity running on modular data centers the company designs and operates itself. It is aimed at developers and product teams who want to ship generative features without managing infrastructure.
Runware is an AI inference platform that exposes an enormous model catalog — images, video, audio, LLMs and 3D — through a single API endpoint, alongside serverless GPU compute and reserved capacity running on modular data centers the company designs and operates itself. It is aimed at developers and product teams who want to ship generative features without managing infrastructure.
專項更強一個 API 呼叫 LLM、圖像、影片與音訊模型，直達生產環境
