Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Alternatives to Consider

  • Vertex AI Reviews & Ratings
    827 Ratings
    Company Website
  • LM-Kit.NET Reviews & Ratings
    23 Ratings
    Company Website
  • Google AI Studio Reviews & Ratings
    11 Ratings
    Company Website
  • EBizCharge Reviews & Ratings
    202 Ratings
    Company Website
  • ND Wallet Reviews & Ratings
    8 Ratings
    Company Website
  • Imorgon Reviews & Ratings
    5 Ratings
    Company Website
  • PDFCreator Reviews & Ratings
    534 Ratings
    Company Website
  • Juspay Reviews & Ratings
    15 Ratings
    Company Website
  • Altium Develop Reviews & Ratings
    1,279 Ratings
    Company Website
  • Iru Reviews & Ratings
    1,487 Ratings
    Company Website

What is LTM-2-mini?

LTM-2-mini is designed to manage a context of 100 million tokens, which is roughly equivalent to about 10 million lines of code or approximately 750 full-length novels. This model utilizes a sequence-dimension algorithm that proves to be around 1000 times more economical per decoded token compared to the attention mechanism employed by Llama 3.1 405B when operating within the same 100 million token context window. Additionally, the difference in memory requirements is even more pronounced; running Llama 3.1 405B with a 100 million token context requires an impressive 638 H100 GPUs per user just to sustain a single 100 million token key-value cache. In stark contrast, LTM-2-mini only needs a tiny fraction of the high-bandwidth memory available in one H100 GPU for the equivalent context, showcasing its remarkable efficiency. This significant advantage positions LTM-2-mini as an attractive choice for applications that require extensive context processing while minimizing resource usage. Moreover, the ability to efficiently handle such large contexts opens the door for innovative applications across various fields.

What is GPT-5-Codex-Mini?

GPT-5-Codex-Mini represents an efficient, scalable solution for developers who need to balance capability with extended usage capacity. By delivering about four times the usage of GPT-5-Codex at a lower computational cost, it helps teams maximize productivity without significantly compromising output quality. Its streamlined structure makes it ideal for tasks such as code completion, debugging, refactoring, and lightweight automation. Accessible through the CLI and IDE extension using ChatGPT authentication, it integrates smoothly into existing workflows. As users approach 90% of their rate limits, Codex intelligently recommends switching to the Mini version to maintain uninterrupted operation. ChatGPT Plus, Business, and Edu accounts receive 50% higher rate limits, offering greater flexibility for ongoing projects. Pro and Enterprise users benefit from prioritized request handling, reducing wait times and ensuring consistent performance during high demand. Backend improvements have also boosted GPU efficiency, allowing more simultaneous processing without delays. This combination of scalability, speed, and reliability makes the system well-suited for everything from solo development to enterprise-level deployments. In essence, GPT-5-Codex-Mini enhances coding continuity and optimizes computational efficiency for users across diverse environments.

Media

Media

Integrations Supported

ChatGPT
ChatGPT Enterprise
Codex CLI
Cursor
GitHub
GitHub Copilot
JetBrains Junie
Microsoft Foundry
OpenAI Codex
Verdent
Visual Studio Code
Windsurf Editor

Integrations Supported

ChatGPT
ChatGPT Enterprise
Codex CLI
Cursor
GitHub
GitHub Copilot
JetBrains Junie
Microsoft Foundry
OpenAI Codex
Verdent
Visual Studio Code
Windsurf Editor

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
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

Magic AI

Date Founded

2022

Company Location

United States

Company Website

magic.dev/

Company Facts

Organization Name

OpenAI

Date Founded

2015

Company Location

United States

Company Website

openai.com

Categories and Features

Categories and Features

Popular Alternatives

MiniMax M1 Reviews & Ratings

MiniMax M1

MiniMax

Popular Alternatives

GPT-5 mini Reviews & Ratings

GPT-5 mini

OpenAI
GPT-4o mini Reviews & Ratings

GPT-4o mini

OpenAI