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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 Opik?

Utilizing a comprehensive set of observability tools enables you to thoroughly assess, test, and deploy LLM applications throughout both development and production phases. You can efficiently log traces and spans, while also defining and computing evaluation metrics to gauge performance. Scoring LLM outputs and comparing the efficiencies of different app versions becomes a seamless process. Furthermore, you have the capability to document, categorize, locate, and understand each action your LLM application undertakes to produce a result. For deeper analysis, you can manually annotate and juxtapose LLM results within a table. Both development and production logging are essential, and you can conduct experiments using various prompts, measuring them against a curated test collection. The flexibility to select and implement preconfigured evaluation metrics, or even develop custom ones through our SDK library, is another significant advantage. In addition, the built-in LLM judges are invaluable for addressing intricate challenges like hallucination detection, factual accuracy, and content moderation. The Opik LLM unit tests, designed with PyTest, ensure that you maintain robust performance baselines. In essence, building extensive test suites for each deployment allows for a thorough evaluation of your entire LLM pipeline, fostering continuous improvement and reliability. This level of scrutiny ultimately enhances the overall quality and trustworthiness of your LLM applications.

Media

Media

Integrations Supported

Claude
Claude Fable 5
Claude Haiku 4.5
Claude Opus 4.8
Claude Sonnet 4.5
GLM-4.1V
GLM-4.5V-Flash
GLM-5.1
GPT-5 mini
GPT-5 pro
GPT-5.1 Thinking
Gemini 3 Pro
Gemini 3.5 Pro
Grok 4
Hugging Face
LangChain
LlamaIndex
OpenAI o1
Pinecone
pytest

Integrations Supported

Claude
Claude Fable 5
Claude Haiku 4.5
Claude Opus 4.8
Claude Sonnet 4.5
GLM-4.1V
GLM-4.5V-Flash
GLM-5.1
GPT-5 mini
GPT-5 pro
GPT-5.1 Thinking
Gemini 3 Pro
Gemini 3.5 Pro
Grok 4
Hugging Face
LangChain
LlamaIndex
OpenAI o1
Pinecone
pytest

API Availability

Has API

API Availability

Has API

Pricing Information

$20 per month
Free Trial Offered?
Free Version

Pricing Information

$39 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

Comet

Date Founded

2017

Company Location

United States

Company Website

www.comet.com/site/products/opik/

Categories and Features

Categories and Features

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