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Description

Gemini Deep Research represents Google's innovative autonomous research agent, engineered to strategically plan, execute, and synthesize intricate, multi-step research endeavors utilizing both online resources and private data repositories, ultimately resulting in high-quality, organized outputs. Leveraging advanced Gemini models like Gemini 3.1 Pro, it establishes a system where the AI dissects a user's query into manageable sub-tasks, scours various sources for information, assesses relevance, and refines results through iterative processes prior to delivering a thorough, well-cited report. This tool is touted as a significant advancement in long-term research methodologies, facilitating independent exploration of not only public web content but also tailored enterprise data, all the while ensuring context and coherence throughout extensive reasoning sequences. Moreover, it features enhancements such as MCP (Model Context Protocol) integration, built-in visualizations, and a notable upgrade in analytical capabilities, empowering users to extract valuable insights effectively. Such innovations ensure that research workflows are not just more efficient but also yield results that are both comprehensive and actionable.

Description

Qwen3.8-Max is a frontier AI model from the Qwen family designed for advanced coding, coworking, research, multimodal reasoning, and long-horizon autonomous tasks. It is described as Qwen’s most capable model to date and the first Qwen-Max-class model with open weights announced for release. The model scales to 2.4 trillion parameters with 95 billion active parameters and is accessible through QwenCloud. Qwen3.8-Max is built to answer difficult questions and complete complex deliverables from start to finish. Its coding capabilities include autonomous project creation, self-testing, issue dispatch, CI validation, pull request workflows, and long-running feedback loops. The model is also designed for real-world work across legal review, UI/UX design, restaurant operations, structural engineering, rehabilitation visualization, sports analytics, and quantitative research. Its multimodal capabilities support images, documents, videos, interface reconstruction, visual production, application recreation, and visual feedback loops. QwenCloud supports industry-standard API protocols, including OpenAI-compatible chat completions and responses APIs as well as an Anthropic-compatible interface. By combining large-scale reasoning, agentic coding, multimodal intelligence, API access, long-context workflows, and open-weight availability, Qwen3.8-Max gives teams a powerful foundation for building advanced AI systems.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Model Context Protocol (MCP) Yes 
Alibaba Cloud No 
Cherry Studio No 
Cline No 
ClinePass No 
Gemini Yes 
Gemini 3.1 Pro Yes 
Gemini Deep Research Yes 
Happy Shrimp 1.0 No 
Hermes Agent No 
Hugging Face No 
Novita AI No 
Odysseus No 
OfoxAI No 
Ollama No 
OpenClaw No 
Python No 
Qwen No 
QwenCloud No 
QwenWork No 

Integrations

Model Context Protocol (MCP) Yes 
Alibaba Cloud Yes 
Cherry Studio Yes 
Cline Yes 
ClinePass Yes 
Gemini No 
Gemini 3.1 Pro No 
Gemini Deep Research No 
Happy Shrimp 1.0 Yes 
Hermes Agent Yes 
Hugging Face Yes 
Novita AI Yes 
Odysseus Yes 
OfoxAI Yes 
Ollama Yes 
OpenClaw Yes 
Python Yes 
Qwen Yes 
QwenCloud Yes 
QwenWork Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$2 per 1M (input)
$2 per 1 million tokens (input), $6 per 1 million tokens (output)
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

blog.google/innovation-and-ai/models-and-research/gemini-models/next-generation-gemini-deep-research/

Vendor Details

Company Name

Alibaba

Founded

1999

Country

China

Website

qwen.ai

Product Features

Alternatives

Alternatives