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What is DeepSeek-V3.2?

DeepSeek-V3.2 represents one of the most advanced open-source LLMs available, delivering exceptional reasoning accuracy, long-context performance, and agent-oriented design. The model introduces DeepSeek Sparse Attention (DSA), a breakthrough attention mechanism that maintains high-quality output while significantly lowering compute requirements—particularly valuable for long-input workloads. DeepSeek-V3.2 was trained with a large-scale reinforcement learning framework capable of scaling post-training compute to the level required to rival frontier proprietary systems. Its Speciale variant surpasses GPT-5 on reasoning benchmarks and achieves performance comparable to Gemini-3.0-Pro, including gold-medal scores in the IMO and IOI 2025 competitions. The model also features a fully redesigned agentic training pipeline that synthesizes tool-use tasks and multi-step reasoning data at scale. A new chat template architecture introduces explicit thinking blocks, robust tool-interaction formatting, and a specialized developer role designed exclusively for search-powered agents. To support developers, the repository includes encoding utilities that translate OpenAI-style prompts into DeepSeek-formatted input strings and parse model output safely. DeepSeek-V3.2 supports inference using safetensors and fp8/bf16 precision, with recommendations for ideal sampling settings when deployed locally. The model is released under the MIT license, ensuring maximal openness for commercial and research applications. Together, these innovations make DeepSeek-V3.2 a powerful choice for building next-generation reasoning applications, agentic systems, research assistants, and AI infrastructures.

What is Command A?

Cohere has introduced Command A, a cutting-edge AI model designed to maximize efficiency while utilizing minimal computational power. This innovative model not only rivals but also exceeds the performance of other top contenders like GPT-4 and DeepSeek-V3 in numerous enterprise tasks that necessitate advanced agentic abilities, all while significantly reducing computing costs. Tailored for scenarios that require quick and effective AI responses, Command A empowers organizations to tackle intricate tasks across various sectors without sacrificing performance or resource efficiency. Its sophisticated architecture enables companies to effectively leverage AI capabilities, optimizing workflows and enhancing overall productivity in the process. As businesses increasingly seek to integrate AI into their operations, Command A stands out as a transformative solution that meets the demands of modern enterprises.

Media

Media

Integrations Supported

OpenTag
Constellation Gate AI
DeepSeek
Hugging Face
Lorka
Ollama
Oxlo.ai
Shiori
Tabbit Browser
Zo Computer

Integrations Supported

OpenTag
Cohere
North

API Availability

API Availability

Pricing Information

Free
Open source
Free Version

Pricing Information

$2.50 / 1M tokens
Input: $2.50 / 1M tokens
Output: $10.00 / 1M tokens

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

deepseek.com

Company Facts

Organization Name

Cohere AI

Date Founded

2019

Company Location

Canada

Company Website

cohere.com/blog/command-a

Categories and Features

AI Models

Not specified

AI Reasoning Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Categories and Features

AI Models

Not specified

Large Language Models

Not specified

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