Average Ratings 1 Rating

Total
ease
features
design
support

Average Ratings 1 Rating

Total
ease
features
design
support

Description

Qwen3.8 Max is a preview flagship model in Alibaba’s Qwen family, appearing publicly as Qwen3.8-Max-Preview on Alibaba Cloud Model Studio. The model is designed for developers and teams that need a high-capability AI system for reasoning, coding, agentic tasks, multimodal analysis, and productivity workflows. Alibaba Cloud’s Model Studio page says users can try Qwen3.8-Max-Preview through the latest Token Plan. Public reporting describes the model as a 2.4 trillion-parameter system and Alibaba’s first trillion-parameter multimodal Qwen model. Qwen3.8 Max is said to support text, images, video, and documents, making it relevant for applications that combine language, visual content, files, and workflow automation. It is also described as improving on Qwen3.7 Max for coding, full-stack development, data analysis, and office workflows. The broader Qwen ecosystem supports multilingual understanding, MCP, coding, structured data, image analysis, audio, video, and agentic tool use. Because Alibaba has not yet published every technical detail, developers should evaluate the preview carefully before relying on it for production. By combining large-scale model capacity, multimodal input, coding strength, and Alibaba Cloud deployment access, Qwen3.8 Max gives AI builders a new frontier model to test across complex application scenarios.

Description

SWE-1.7 is Cognition’s most capable software engineering model, built to push frontier coding performance while reducing the cost of high-quality agentic rollouts. The model is designed for real-world software development tasks that require extended reasoning, codebase understanding, terminal use, debugging, feature work, migrations, and careful validation. It was trained from a Kimi K2.7 base and improved through Cognition’s reinforcement learning pipeline, including more stable training, stronger infrastructure, better data curation, and long-horizon task techniques. SWE-1.7 is especially optimized for asynchronous software engineering, where an agent needs to work through large projects over longer sessions instead of simply answering short prompts. Its self-compaction capabilities allow the model to summarize its working state and resume from that summary, helping it operate beyond the raw context window on multi-hour tasks. The model is also trained to balance task success with efficiency, using concise reasoning when possible while preserving deeper exploration for harder problems. SWE-1.7 tends to investigate codebases more thoroughly than its base model, reading files, running searches, probing edge cases, and experimenting before making changes. It is available in Devin through web, desktop, and CLI interfaces, with Cerebras serving support at 1000 TPS. SWE-1.7 gives developers and engineering teams a high-performance coding model for complex software projects at a more practical cost.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Python
C
C++
Cerebras
Dart
Devin
Go
Hermes Agent
JSON
ModelScope
Novita AI
PHP
PowerShell
Qwen
Qwen Cloud
R
SQL
Scala
TypeScript
YAML

Integrations

Python
C
C++
Cerebras
Dart
Devin
Go
Hermes Agent
JSON
ModelScope
Novita AI
PHP
PowerShell
Qwen
Qwen Cloud
R
SQL
Scala
TypeScript
YAML

Pricing Details

$3 per 1M (input)
Free Trial
Free Version

Pricing Details

$20/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

Alibaba

Founded

1999

Country

China

Website

www.qwencloud.com

Vendor Details

Company Name

Cognition

Founded

2023

Country

United States

Website

cognition.com

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