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What is Trinity-Large-Thinking?

Trinity Large Thinking is a cutting-edge open-source reasoning framework developed by Arcee AI, specifically designed for tackling complex, multi-step problems and workflows that involve autonomous agents requiring extensive planning and diverse tool utilization. With an impressive sparse Mixture-of-Experts architecture, it encompasses around 400 billion parameters, activating about 13 billion for each token, which not only boosts its operational efficiency but also fortifies its reasoning capabilities across various tasks, such as mathematical computations, code generation, and thorough analysis. A significant innovation of this model is its capacity for extended chain-of-thought reasoning, enabling it to generate intermediate "thinking traces" prior to presenting final results, which significantly enhances accuracy and dependability in intricate scenarios. Additionally, Trinity Large Thinking supports a generous context window of up to 262K tokens, which empowers it to effectively handle lengthy documents, maintain context during extended interactions, and operate smoothly within continuous agent loops. This exemplary design showcases a firm commitment to advancing the limits of automated reasoning systems, paving the way for more sophisticated applications in the future. As technology evolves, the potential for further enhancements in reasoning models like this one remains vast and exciting.

What is Mistral Medium 3.5?

Mistral Medium 3.5 emerges as a leading 128B dense model that seamlessly integrates instruction-following, logical reasoning, and coding functionalities into a cohesive system. It boasts an impressive 256K context window, which allows for customizable reasoning effort and accommodates multimodal input, demonstrating strong agentic capabilities particularly advantageous for extended tasks that require reliable multi-tool usage and organized outcomes. This groundbreaking model powers remote agents within Mistral Vibe, facilitating the execution of coding projects in the cloud, effectively tackling prolonged assignments while managing multiple sessions concurrently. Users can conveniently activate agents via the Vibe CLI or Le Chat, with the assurance that local command-line interface sessions can seamlessly transition to the cloud without any loss of history, task status, or approvals. As work progresses, users have the ability to track file modifications, tool interactions, progress updates, and inquiries. Each coding project is conducted within its own sandbox, skillfully handling module refactors, generating tests, updating dependencies, performing CI investigations, and debugging issues, which ultimately leads to the creation of a GitHub pull request for review. The introduction of this model signifies a major leap forward in the management and execution of intricate coding tasks within collaborative settings, enhancing the efficiency and effectiveness of software development processes. Furthermore, its design emphasizes user autonomy and adaptability, empowering developers with tools that cater to their specific project needs.

Media

Media

Integrations Supported

Claude Fable 5
Claude Fable 5.1
Claude Fable 5.5
Claude Haiku 5.5
Claude Mythos 5.1
Claude Opus 4.6
Claude Opus 4.7
Claude Opus 4.8
Claude Opus 5
Claude Opus 5.5
Claude Sonnet 5.5
OpenClaw
OpenRouter
Vercel AI Gateway
Visual Studio Code

Integrations Supported

GitHub
Jira
Microsoft Teams
Sentry
Slack

API Availability

Has API

API Availability

Pricing Information

Free
Free Version
Free Trial Offered?

Pricing Information

$14.99 per month
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
Android
iPhone
iPad

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Arcee AI

Date Founded

2023

Company Location

United States

Company Website

www.arcee.ai/blog/trinity-large-thinking

Company Facts

Organization Name

Mistral AI

Date Founded

2023

Company Location

France

Company Website

mistral.ai/news/vibe-remote-agents-mistral-medium-3-5/

Categories and Features

AI Models

Not specified

AI Reasoning Models

Not specified

Categories and Features

AI Models

Not specified

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