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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 Amarsia?

Amarsia stands out as a state-of-the-art AI platform that enables teams to effortlessly create, launch, and manage customized AI workflows and API integrations, all without needing extensive expertise in AI engineering. Featuring an easy-to-use visual workflow builder alongside a prompt assistant, users can smoothly design, test, and automate a wide range of AI functionalities such as data extraction, structured JSON outputs, conversational agents, and systems that enhance retrieval through generated content, all with very little setup effort. Additionally, the platform includes ready-to-use APIs for various inputs and outputs, including text, images, audio, and video, which facilitates seamless processing of multimodal content and allows users to send different types of content through their workflows programmatically. Developers can interact with these workflows via a Standard API that delivers complete responses, a Streaming API that allows for real-time outputs, and a Conversation API that supports context-sensitive chat interactions, all backed by comprehensive SDKs and documentation to ensure easy integration into an array of applications and services. This level of adaptability empowers teams to innovate swiftly, adjusting their AI capabilities as their requirements change and grow over time. As a result, Amarsia not only streamlines workflows but also fosters a dynamic environment where creativity and efficiency thrive together.

Media

Media

Integrations Supported

GPT-5 mini
Gemini 2.5 Flash
ChatGPT
Claude
Claude Haiku 4.5
DeepSeek-V3
GLM-4.1V
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6
GLM-4.6V
GLM-4.7
GPT-5.1 Thinking
Gemini 3 Flash
Gemini 3 Pro
Gemini 3 Pro Image
Grok 4
JSON
Mistral Large
Qwen3-Max

Integrations Supported

GPT-5 mini
Gemini 2.5 Flash
ChatGPT
Claude
Claude Haiku 4.5
DeepSeek-V3
GLM-4.1V
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6
GLM-4.6V
GLM-4.7
GPT-5.1 Thinking
Gemini 3 Flash
Gemini 3 Pro
Gemini 3 Pro Image
Grok 4
JSON
Mistral Large
Qwen3-Max

API Availability

Has API

API Availability

Has API

Pricing Information

$20 per month
Free Trial Offered?
Free Version

Pricing Information

$20 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

Amarsia

Date Founded

2025

Company Location

Singapore

Company Website

www.amarsia.com

Categories and Features

Categories and Features

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