MXBAI-Embed-Large

MXBAI-Embed-Large is a search API for enterprises that enables the discovery and understanding of context within documents, supporting multiple modalities such as text, images, PDFs, video, and audio across 100+ languages. Its key differentiator lies in its ability to deliver state-of-the-art accuracy with fewer tool calls, making it an indispensable tool for businesses seeking to enhance their agents' intelligence. By automating the understanding and processing of data with its own models and search engine, MXBAI-Embed-Large streamlines the search process, providing perfect results in under 200ms.

MXBAI-Embed-Large is best for best for chatbots workflows. It sits in the Chatbots category and is a freemium option.

MXBAI-Embed-Large is listed as freemium. Check the official website for current, detailed pricing tiers.

MXBAI-Embed-Large scored 8.7 out of 10 in 2026, based on six weighted metrics: usefulness, quality, ease of use, value, reliability, and popularity.

Delivers state-of-the-art accuracy on agentic search evaluations while minimizing tool calls, as evidenced by its top performance on BrowseComp-Plus, MADQA, and OfficeQA-Pro benchmarks.. Supports a wide range of modalities, including text, images, PDFs, video, and audio, across over 100 languages, making it a versatile solution for diverse enterprise needs.. Provides a unified omnimodal multilingual retrieval model, Wholembed v3, which sets a new standard for search across languages, modalities, and real-world retrieval tasks, as announced in its technical deep-dive..

The tool's complexity and the need for technical expertise might pose a barrier to adoption for smaller businesses or those without extensive AI experience, as hinted at by the presence of a 'Getting Started' section and the requirement for Python or TypeScript coding for integration.. While MXBAI-Embed-Large offers a free tier and paid plans, the exact pricing details are not readily available on the website, which could make it difficult for potential users to assess the cost-benefit analysis without direct inquiry.. The lack of explicit user testimonials or a publicly available user rating on the website might raise questions about the tool's market traction and user satisfaction, despite its technical achievements and benchmarks..

MXBAI-Embed-Large is a top-tier pick in the Chatbots space. With an overall score of 8.7/10, it stands out for teams and individuals who need best for chatbots workflows.