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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

LTM-2-mini operates with a context of 100 million tokens, which is comparable to around 10 million lines of code or roughly 750 novels. This model employs a sequence-dimension algorithm that is approximately 1000 times more cost-effective per decoded token than the attention mechanism used in Llama 3.1 405B when handling a 100 million token context window. Furthermore, the disparity in memory usage is significantly greater; utilizing Llama 3.1 405B with a 100 million token context necessitates 638 H100 GPUs per user solely for maintaining a single 100 million token key-value cache. Conversely, LTM-2-mini requires only a minuscule portion of a single H100's high-bandwidth memory for the same context, demonstrating its efficiency. This substantial difference makes LTM-2-mini an appealing option for applications needing extensive context processing without the hefty resource demands.

Description

Sup AI is an innovative platform that integrates outputs from various leading large language models, including GPT, Claude, and Llama, to produce more comprehensive, precise, and thoroughly validated responses than any individual model could achieve alone. It employs a real-time “logprob confidence scoring” system that evaluates the likelihood of each token to identify uncertainty or potential inaccuracies; if a model's confidence dips below a certain level, the response generation is halted, ensuring that the answers provided are of high quality and reliability. The platform's “multi-model fusion” feature then systematically compares, contrasts, and combines outputs from multiple models, effectively cross-verifying and synthesizing the strongest elements into a cohesive final answer. Additionally, Sup is equipped with “multimodal RAG” (retrieval-augmented generation), allowing it to incorporate a variety of external data sources, including text, PDFs, and images, which enhances the context of the responses. This capability ensures that the AI can access factual information and maintain relevance, effectively allowing it to "never forget" critical data, thereby improving the overall user experience significantly. Overall, Sup AI represents a significant advancement in the way information is processed and delivered through AI technology.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

ChatGPT
Claude
Claude Haiku 4.5
Claude Opus 4.5
Claude Opus 4.6
Claude Opus 4.7
Claude Sonnet 4.5
GLM-4.1V
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6
GLM-5
GLM-5.1
GPT-5 mini
GPT-5 pro
Gemini 3 Pro
Gemini 3 Pro Image
Gemini 3.1 Flash-Lite
Gemini 3.1 Pro
Qwen3-Max

Integrations

ChatGPT
Claude
Claude Haiku 4.5
Claude Opus 4.5
Claude Opus 4.6
Claude Opus 4.7
Claude Sonnet 4.5
GLM-4.1V
GLM-4.5V
GLM-4.5V-Flash
GLM-4.6
GLM-5
GLM-5.1
GPT-5 mini
GPT-5 pro
Gemini 3 Pro
Gemini 3 Pro Image
Gemini 3.1 Flash-Lite
Gemini 3.1 Pro
Qwen3-Max

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$20 per month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Magic AI

Founded

2022

Country

United States

Website

magic.dev/

Vendor Details

Company Name

Sup AI

Country

United States

Website

sup.ai/

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