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About

Sup AI is a multi-LLM platform that merges outputs from several top large language models, such as GPT, Claude, Llama, and more, to generate richer, more accurate, and better-validated answers than any single model could provide. It applies real-time “logprob confidence scoring,” analyzing each token’s probability to detect uncertainty or hallucination; when a model’s confidence falls below a threshold, the response is halted, helping ensure that delivered answers remain high-quality and trustworthy. Sup’s “multi-model fusion” then compares, contrasts, and consolidates outputs from different models, cross-verifying and synthesizing the best parts into a final result. Sup also supports “multimodal RAG” (retrieval-augmented generation) to incorporate external data (text, PDFs, images) into context-aware responses, giving the AI access to factual sources and helping it “never forget” relevant information.

About

Traceloop is a comprehensive observability platform designed to monitor, debug, and test the quality of outputs from Large Language Models (LLMs). It offers real-time alerts for unexpected output quality changes, execution tracing for every request, and the ability to gradually roll out changes to models and prompts. Developers can debug and re-run issues from production directly in their Integrated Development Environment (IDE). Traceloop integrates seamlessly with the OpenLLMetry SDK, supporting multiple programming languages including Python, JavaScript/TypeScript, Go, and Ruby. The platform provides a range of semantic, syntactic, safety, and structural metrics to assess LLM outputs, such as QA relevancy, faithfulness, text quality, grammar correctness, redundancy detection, focus assessment, text length, word count, PII detection, secret detection, toxicity detection, regex validation, SQL validation, JSON schema validation, and code validation.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers, knowledge workers, teams and professionals wanting a tool offering high-accuracy AI-assisted content generation, reasoning or research

Audience

Developers and organizations seeking a tool to manage the observability, debugging capabilities, and output quality assurance in their AI applications

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$20 per month
Free Version
Free Trial

Pricing

$59 per month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Sup AI
United States
sup.ai/

Company Information

Traceloop
Founded: 2022
Israel
www.traceloop.com

Alternatives

Alternatives

Selene 1

Selene 1

atla
Vellum

Vellum

Vellum AI
Voyage AI

Voyage AI

MongoDB

Categories

Categories

Integrations

Claude
Claude Haiku 4.5
Claude Sonnet 4.5
GLM-4.1V
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6V
GLM-4.7
GLM-5
GPT-5 mini
Gemini 3 Pro
Gemini 3 Pro Image
Gemini 3.1 Pro
Grok 4
JSON
JavaScript
LiteLLM
Mistral Large
Pinecone Rerank v0
Python

Integrations

Claude
Claude Haiku 4.5
Claude Sonnet 4.5
GLM-4.1V
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6V
GLM-4.7
GLM-5
GPT-5 mini
Gemini 3 Pro
Gemini 3 Pro Image
Gemini 3.1 Pro
Grok 4
JSON
JavaScript
LiteLLM
Mistral Large
Pinecone Rerank v0
Python
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Claim Sup AI and update features and information
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