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About

Patronus AI is an automated AI evaluation, security, and optimization platform for LLM applications and agentic systems. It helps teams confidently deploy AI products at scale by generating test suites, running experiments, logging traces, comparing outputs, monitoring production interactions, and evaluating model performance in real time. It provides industry-leading evaluators for RAG hallucinations, context quality, image relevance, answer correctness, prompt injection, sensitive data leakage, toxicity, bias, and other safety or reliability risks. Patronus Evaluators can score AI outputs on specific dimensions, and teams can also create custom evaluators for use-case-specific criteria. Its platform combines dashboards, APIs, plug-and-play evaluations, logs, traces, side-by-side comparisons, visualizations, analytics, and real-time alerts to help teams detect mistakes, benchmark models, improve prompts, and understand system behavior over time.

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.

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

AI security and optimization teams that need automated evaluation, observability, guardrails, and agent trace analysis to improve and safely deploy LLM applications

Audience

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

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

No information available.
Free Version
Free Trial

Pricing

$20 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

Patronus AI
Founded: 2023
United States
www.patronus.ai/

Company Information

Sup AI
United States
sup.ai/

Alternatives

Alternatives

Voyage AI

Voyage AI

MongoDB
Braintrust

Braintrust

Braintrust Data

Categories

Categories

Integrations

Claude
Claude Mythos 5
Claude Mythos 5.1
Claude Opus 4.5
Claude Opus 4.8
Claude Opus 5
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6
GLM-4.6V
GLM-4.7
GLM-5.1
GPT-5 pro
GPT-5.1 Thinking
Gemini 2.5 Flash
Gemini 3 Flash
Gemini 3 Pro Image
Gemini 3.1 Flash-Lite
Gemini 3.5 Pro
Qwen3-Max

Integrations

Claude
Claude Mythos 5
Claude Mythos 5.1
Claude Opus 4.5
Claude Opus 4.8
Claude Opus 5
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6
GLM-4.6V
GLM-4.7
GLM-5.1
GPT-5 pro
GPT-5.1 Thinking
Gemini 2.5 Flash
Gemini 3 Flash
Gemini 3 Pro Image
Gemini 3.1 Flash-Lite
Gemini 3.5 Pro
Qwen3-Max
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Claim Patronus AI and update features and information
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