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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 Perplexity Decisions API?

Perplexity's Decisions API is crafted for swift and organized decision-making, making it readily applicable for software solutions. Instead of generating unstructured text, it processes diverse inputs like natural-language sentences, JSON data, or images, creating a unified context from which it offers structured, typed responses that come with associated probabilities. Developers can enhance their queries by adding multiple named questions to a single input, with the option to choose from three unique question formats. The "noul" type facilitates straightforward yes-or-no assessments, providing a probability score for a "yes" answer that ranges from 0 to 1. The "choice" type enables the specification of different options, returning the most likely choice along with the associated probabilities for each alternative and a measure of confidence. The "score" type, on the other hand, evaluates content against a set rubric, yielding a probability-weighted score, a comprehensive probability distribution, and an associated confidence level. This API is well-suited for numerous applications, such as classification, routing, rubric-based grading, severity assessments, sentiment analysis, and any decision-making process that can be measured against a defined threshold, thus positioning it as an essential tool for developers. Furthermore, its systematic methodology not only increases the dependability of the decisions generated by the software but also guarantees that the results are both precise and stable, enhancing the overall user experience. Such reliability in decision-making can significantly contribute to the success of various projects.

Media

Media

Integrations Supported

Claude Fable 5.5
Claude Haiku 4.5
Claude Opus 4.6
Claude Opus 5
Claude Opus 5.5
Claude Sonnet 5.5
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6V
GLM-5
GLM-5.1
GLM-5.2
GLM-5.3
GPT-5 pro
GPT-5.1 Thinking
Gemini 3.1 Flash-Lite
Qwen3-Max

Integrations Supported

OpenAI
Python
TypeScript

API Availability

API Availability

Has API

Pricing Information

$20 per month
Free Version

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

Windows
Mac
Linux

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

Perplexity

Date Founded

2022

Company Location

United States

Company Website

docs.perplexity.ai/docs/decisions/quickstart

Categories and Features

AI Tools

Not specified

Categories and Features

AI Decision Models

Not specified

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