# Embed vs Together AI Embed records 0 monthly visits with -100% month-over-month growth and Freemium pricing. Together AI records 1,645,930 monthly visits with +64.9% growth and Freemium, Paid pricing. | Metric | [Embed](https://openaitools.app/tool/embed) | [Together AI](https://openaitools.app/tool/together-ai) | | :--- | :--- | :--- | | Website URL | https://gptdevelopment.online | https://www.together.ai | | Categories | AI Chatbot, Large Language Models (LLMs), AI PDF, AI Knowledge Base | AI Developer Tools, AI API, AI Models, Open Source AI Models | | Pricing Model | Freemium | Freemium, Paid | | Monthly Visits | 0 | 1,645,930 | | MoM Growth Rate | -100% | +64.9% | | Primary Market | Global | United States | | Direct Visits | 0 | 882,212 | | Review Score | 2.1 | 4.7 | | Saved Count | 1 | 0 | | Supported Platforms | Website | Website | ## Embed Embed is a tool for creating retrieval-augmented generation (RAG) chatbots from your own knowledge base and adding them to websites. The core idea is simple: instead of answering from a model's general training alone, the chatbot retrieves relevant passages from content you provide — documents, website URLs or plain text — and uses them to generate grounded responses. This makes it useful for support, documentation and internal knowledge scenarios where accuracy matters. Setup centers on training the bot on your knowledge sources and then embedding the finished widget. Embedding is done with an iFrame, so a short snippet added to a page's HTML displays the chat interface to visitors without heavy integration work. The platform supports a range of underlying large language models, including GPT, Google Gemini and Llama3, letting you trade off cost, speed and answer quality. Because it pairs document training with easy iFrame embedding, Embed is aimed at teams that want a self-hosted-feeling knowledge chatbot without building a RAG pipeline from scratch. Note that we were unable to load the live site during our checks — it returned a Cloudflare origin error — so prospective users should verify current availability, features and pricing directly. **Pricing & Plans:** Embed is listed with a freemium pricing model. Because the live site could not be reached during our checks, we cannot confirm current plan names, limits or prices; check the official site for up-to-date pricing. - **Multiple knowledge sources:** Feed the chatbot from PDFs, website URLs or pasted text and let it retrieve relevant passages when answering questions. - **iFrame embedding:** Add the chat widget to any site by pasting a short iFrame snippet into your page's HTML. - **Multi-model support:** Choose between models such as GPT, Google Gemini and Llama3 to power your assistant. - **RAG answers grounded in your data:** Build a retrieval-augmented generator so answers are grounded in your own content rather than generic model knowledge. **Strengths:** Lets you train a chatbot on PDFs, URLs and text without building a RAG pipeline yourself; iFrame embedding makes it easy to add the widget to almost any website; Supports well-known models like GPT, Google Gemini and Llama3; Answers are grounded in your own content rather than generic model knowledge **Limitations:** Website was unreachable during our checks (Cloudflare origin error), so current status should be verified; Limited public documentation and no confirmed pricing detail available; RAG chatbot quality depends heavily on the quality of the documents you feed it; Embedded chatbots require ongoing testing to avoid inaccurate answers on edge-case questions [Profile (Markdown)](https://openaitools.app/tool/embed.md) ## Together AI 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. **Pricing & Plans:** Freemium, Paid **Limitations:** Serverless pricing varies widely by model, so cost forecasting takes care; Heavy GPU-cluster and high-throughput workloads still require sales contact; Broad surface area (inference, GPU, fine-tuning, sandboxes, storage) can feel complex for beginners; Some newest models are marked experimental or preview and may change [Profile (Markdown)](https://openaitools.app/tool/together-ai.md) ## Frequently Asked Questions ### How do Embed and Together AI compare in monthly traffic? Embed has 0 monthly visits, while Together AI has 1,645,930. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Embed has a month-over-month growth rate of -100%; Together AI has +64.9%. ### How does pricing compare? Embed: Freemium. Embed is listed with a freemium pricing model. Because the live site could not be reached during our checks, we cannot confirm current plan names, limits or prices; check the official site for up-to-date pricing. Together AI: Freemium, Paid. Freemium, Paid ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [OpenAI Platform](https://openaitools.app/tool/openai) | 234,678,639 | -9.6% | Paid | Provides industry-leading proprietary frontier models and enterprise reliability, but completely lacks support for open-weight community models. | [.md](https://openaitools.app/tool/openai.md) | | 2 | [Google AI Studio](https://openaitools.app/tool/google-ai-studio) | 112,620,020 | +2% | Freemium | Restricts API usage strictly to Gemini models, offering free prototyping tiers but lacking open-source model variety. | [.md](https://openaitools.app/tool/google-ai-studio.md) | | 3 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | Aggregates hundreds of models through a single API, offering broader model choice than Together AI's hosted lineup. | [.md](https://openaitools.app/tool/openrouter-ai.md) | | 4 | [Use AI](https://openaitools.app/tool/use-ai) | 8,751,848 | -10.2% | Free Trial, Paid | One workspace for Claude, GPT, Gemini, Grok and more | [.md](https://openaitools.app/tool/use-ai.md) | | 5 | [Groq](https://openaitools.app/tool/groq) | 3,987,936 | +10% | Paid | Delivers dramatically faster token generation speeds using custom hardware, though with a more limited model selection. | [.md](https://openaitools.app/tool/groq.md) | | 6 | [fal.ai](https://openaitools.app/tool/fal-ai) | 3,093,684 | -3.7% | Paid, pay-as-you-go usage-based pricing | One API for 1,500+ production-ready generative media models | [.md](https://openaitools.app/tool/fal-ai.md) | | 7 | [Chatbot App](https://openaitools.app/tool/chatbot-app) | 2,170,883 | -9.7% | Freemium | Chat with 30+ leading AI models in one clean, fast workspace | [.md](https://openaitools.app/tool/chatbot-app.md) | | 8 | [ChatPDF](https://openaitools.app/tool/chatpdf) | 1,044,477 | -3.7% | Freemium | Chat with any PDF, video, or website and get cited answers in seconds | [.md](https://openaitools.app/tool/chatpdf.md) | | 9 | [Replicate AI](https://openaitools.app/tool/replicate-ai) | 904,038 | -8.4% | Paid | Focuses heavily on deploying custom machine learning models and media generation pipelines alongside standard text LLMs. | [.md](https://openaitools.app/tool/replicate-ai.md) | | 10 | [Unsloth AI](https://openaitools.app/tool/unsloth-ai) | 887,457 | -17.6% | Free | Open-source, memory-efficient fine-tuning and local model running | [.md](https://openaitools.app/tool/unsloth-ai.md) | --- Source: https://openaitools.app/compare/embed-vs-together-ai More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)