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What is Sup AI?

Sup AI is a groundbreaking platform that merges outputs from several top large language models, such as GPT, Claude, and Llama, to create responses that are more detailed, accurate, and rigorously validated than those generated by any single model. Utilizing a real-time “logprob confidence scoring” mechanism, it assesses the probability of each token to pinpoint areas of uncertainty and potential errors; when a model's confidence falls below a predetermined threshold, the response generation is immediately suspended, ensuring high-quality and trustworthy answers. The platform features “multi-model fusion,” which systematically compares and integrates outputs from various models, effectively cross-verifying and distilling the best aspects into a unified final response. Furthermore, Sup is enhanced with “multimodal RAG” (retrieval-augmented generation), which allows the incorporation of diverse external data sources, including text, PDFs, and images, thereby enriching the contextual foundation of its responses. This capability guarantees that the AI can access accurate information and remain pertinent, effectively enabling it to retain vital data, thus significantly elevating the user experience. In essence, Sup AI symbolizes a major leap forward in the processing and presentation of information through AI technology, paving the way for future developments in the field.

What is LLM Council?

The LLM Council functions as an efficient coordination platform that enables users to interact with multiple large language models at once and amalgamate their responses into a single, more trustworthy answer. Instead of relying on a solitary AI, it dispatches a query to a consortium of models, each producing its own independent output, which are then anonymously assessed and ranked by the other models. After this evaluation, a selected "Chairman" model consolidates the most persuasive insights into a unified final response, similar to how experts reach a consensus in collaborative discussions. Generally, this system is accessed through a user-friendly local web interface that utilizes a Python backend and a React frontend, while seamlessly connecting to models from various providers such as OpenAI, Google, and Anthropic through aggregation services. This structured peer-review methodology seeks to identify possible blind spots, reduce instances of hallucinations, and improve the reliability of answers by integrating a range of perspectives and enabling cross-model assessments. By fostering collaboration, the LLM Council not only enhances the output's quality but also cultivates a deeper understanding of the inquiries made, ultimately providing users with richer and more informed answers. This approach encourages ongoing dialogue among the models, promoting continuous refinement and evolution of the responses generated.

Media

Media

Integrations Supported

Gemini 3 Pro
Grok 4
ChatGPT
Claude Duet
Claude Fable 5.1
Claude Fable 5.5
Claude Opus 4.5
Claude Opus 4.7
GLM-4.1V
GLM-4.5V-Flash
GLM-5
GLM-5.1
GLM-5.3
GPT-5 pro
GPT-5.1 Thinking
Qwen3-Max

Integrations Supported

Gemini 3 Pro
Grok 4
Claude Opus 3
GPT-5.2
Microsoft Word
React

API Availability

API Availability

Pricing Information

$20 per month
Free Version

Pricing Information

$25 per month
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

24 Hour Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Sup AI

Company Location

United States

Company Website

sup.ai/

Company Facts

Organization Name

LLM Council

Company Location

United States

Company Website

llmcouncil.ai/

Categories and Features

AI Tools

Not specified

Categories and Features

LLM Evaluation

Not specified

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