AnythingLLM vs DeepOpinion
Side-by-side comparison · Updated September 2026
| Description | AnythingLLM is an AI workspace from Mintplex Labs for chatting with documents, connecting language models and running agents. Choose the desktop app for an individual computer, self-host a multi-user installation with Docker, or use a managed cloud instance. The free desktop and self-hosted paths are separate from optional Desktop Pro features and hosted subscriptions. For document work, AnythingLLM connects your files to a retrieval workflow so an assistant can use relevant material when answering questions. It also supports local and cloud model providers, embedding services and vector databases. This flexibility is useful when you want control over the model and deployment, but it makes privacy a configuration decision: remote providers and integrations may process data outside your device. Review the model, embedder and storage settings before adding confidential files. Hosted Basic is listed at $50 per month and hosted Pro at $99 per month, with Enterprise available by enquiry. Running the open-source software yourself avoids the hosted subscription, but your hardware, infrastructure and any paid provider usage still have costs. Desktop Pro is a separate optional subscription for expanded Magic features; it is not the $99 hosted plan. AnythingLLM is a useful shortlist choice for private document assistants and team knowledge workspaces. Start with representative files and questions, check whether answers use the right source material, then evaluate access controls and deployment requirements before expanding to a larger document library. Retrieval does not guarantee that every fact in every uploaded document will appear in an answer. | DeepOpinion offers a comprehensive website with detailed CSS styling and utility classes aimed to enhance web design. The site covers various topics such as responsive font sizes, rich text element margin adjustments, pointer events control, square divisions for maintaining 1:1 aspect ratios, and text clamping with ellipsis for overflowing text. Additionally, the website includes classes for container center alignment, inline flex displays, hiding content based on screen sizes, and customization of focus states and color inheritance. |
| Category | AI Assistant | Website Builder |
| Rating | No reviews | No reviews |
| Pricing | Freemium | Paid |
| Starting Price | Free | $99/mo |
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| Tags | local AIdocument chatRAGself-hostingAI agents | CSSweb designconfigurationresponsive designutility classes |
| Features | ||
| Desktop app for macOS, Windows and Linux | ||
| Document knowledge and retrieval-augmented chat | ||
| Self-hosted Docker deployment for team workspaces | ||
| Connections to local and cloud language models | ||
| Configurable embedding providers and vector databases | ||
| AI agents with MCP tool connections | ||
| Multi-user access controls on supported deployments | ||
| Anonymous telemetry opt-out | ||
| Optional Desktop Pro Magic features | ||
| Managed cloud hosting as a separate paid option | ||
| Responsive font sizes via calc() functions | ||
| Rich text element margin adjustments | ||
| Pointer events control classes | ||
| 1:1 aspect ratio maintenance with .div-square | ||
| Text clamping with -webkit-line-clamp | ||
| Container center alignment | ||
| Inline flex display utility | ||
| Responsive hiding of elements | ||
| Focus state customization | ||
| Color inheritance capability | ||
| View AnythingLLM | View DeepOpinion | |
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