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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
Claude Haiku 4.5
Claude Opus 4.7
Claude Sonnet 4.6
DeepSeek
GLM-4.5V
GLM-4.7
GLM-5.1
GPT-5 mini
GPT-5.2
GPT-5.3 Instant
Gemini 3 Flash
Microsoft Excel
Microsoft Word
Mistral Large
Qwen
Qwen3-Max

Integrations Supported

Gemini 3 Pro
Grok 4
ChatGPT
Claude
Claude Haiku 4.5
Claude Opus 4.7
Claude Sonnet 4.6
DeepSeek
GLM-4.5V
GLM-4.7
GLM-5.1
GPT-5 mini
GPT-5.2
GPT-5.3 Instant
Gemini 3 Flash
Microsoft Excel
Microsoft Word
Mistral Large
Qwen
Qwen3-Max

API Availability

Has API

API Availability

Has API

Pricing Information

$20 per month
Free Trial Offered?
Free Version

Pricing Information

$25 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

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

Categories and Features

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