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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 Solar Decide?

Solar Decide serves as Upstage's decision-making framework, functioning as a System One endpoint on Solar Mini 4. Instead of generating text, it evaluates a specific state alongside one or more designated questions to produce a selection, score, or a binary yes/no answer, complete with calibrated probabilities that stem from the model itself. Each question is processed in a single forward pass, which significantly boosts the model's efficiency for various tasks, including quick classification, routing, policy validation, prioritization, and other structured decision-making processes. Users can opt for a choice type that allows them to pick from a list of predefined alternatives, yielding not only the selected option but also the related probabilities and levels of confidence. On the other hand, the score type assesses an input based on particular ranked criteria, delivering a probability-weighted score along with an explanatory legend, probability distribution, and metrics of confidence. Moreover, the noul type evaluates the probability that a yes-or-no statement is correct. Users can also pose multiple questions regarding the same state in a single request, where the state can be presented as plain text or formatted as any JSON value for the prompt. This adaptability makes Solar Decide an invaluable resource for effectively navigating intricate decision-making scenarios, ultimately enhancing the decision-making process across various contexts.

Media

Media

Integrations Supported

ChatGPT
Claude Fable 5.5
Claude Haiku 5.5
Claude Mythos 5.1
Claude Opus 4.5
Claude Opus 4.6
Claude Opus 4.7
Claude Opus 5
Claude Opus 5.5
Claude Sonnet 5.5
GLM-4.7
GLM-5.2
GPT-5 mini
GPT-5 pro
Gemini 2.5 Flash
Gemini 3 Pro
Mistral Large

Integrations Supported

JSON
OpenAI Codex

API Availability

API Availability

Has API

Pricing Information

$20 per month
Free Version

Pricing Information

$0.1 per 1M tokens

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

Upstage

Date Founded

2020

Company Location

United States

Company Website

console.upstage.ai/docs/models/solar-decide

Categories and Features

AI Tools

Not specified

Categories and Features

AI Decision Models

Not specified

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