GLM-4.6

GLM-4.6

Zhipu AI
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About

Amazon Nova 2 Pro is Amazon’s most advanced reasoning model, designed to handle highly complex, multimodal tasks across text, images, video, and speech with exceptional accuracy. It excels in deep problem-solving scenarios such as agentic coding, multi-document analysis, long-range planning, and advanced math. With benchmark performance equal or superior to leading models like Claude Sonnet 4.5, GPT-5.1, and Gemini Pro, Nova 2 Pro delivers top-tier intelligence across a wide range of enterprise workloads. The model includes built-in web grounding and code execution, ensuring responses remain factual, current, and contextually accurate. Nova 2 Pro can also serve as a “teacher model,” enabling knowledge distillation into smaller, purpose-built variants for specific domains. It is engineered for organizations that require precision, reliability, and frontier-level reasoning in mission-critical AI applications.

About

GLM-4.6 advances upon its predecessor with stronger reasoning, coding, and agentic capabilities: it demonstrates clear improvements in inferential performance, supports tool use during inference, and more effectively integrates into agent frameworks. In benchmark tests spanning reasoning, coding, and agents, GLM-4.6 outperforms GLM-4.5 and shows competitive strength against models such as DeepSeek-V3.2-Exp and Claude Sonnet 4, though it still trails Claude Sonnet 4.5 in pure coding performance. In real-world tests using an extended “CC-Bench” suite across front-end development, tool building, data analysis, and algorithmic tasks, GLM-4.6 beats GLM-4.5 and approaches parity with Claude Sonnet 4, winning ~48.6% of head-to-head comparisons, while also achieving ~15% better token efficiency. GLM-4.6 is available via the Z.ai API, and developers can integrate it as an LLM backend or agent core using the platform’s API.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Nova 2 Pro is built for enterprises, researchers, and advanced AI teams that require state-of-the-art reasoning and multimodal intelligence for mission-critical, high-complexity workloads

Audience

Developers and AI researchers wanting a tool offering an open model for reasoning, code generation, and tool-enabled workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/nova/

Company Information

Zhipu AI
Founded: 2023
China
z.ai/blog/glm-4.6

Alternatives

Alternatives

DeepSeek-V3.2

DeepSeek-V3.2

DeepSeek
Amazon Nova

Amazon Nova

Amazon
Claude Sonnet 4

Claude Sonnet 4

Anthropic

Categories

Categories

Integrations

Amazon Bedrock
Amazon Bedrock AgentCore
Amazon Nova
Amazon Nova Forge
Amazon Web Services (AWS)
Claude Code
Cline
Kilo Code
OpenRouter
Roo Code
Sup AI

Integrations

Amazon Bedrock
Amazon Bedrock AgentCore
Amazon Nova
Amazon Nova Forge
Amazon Web Services (AWS)
Claude Code
Cline
Kilo Code
OpenRouter
Roo Code
Sup AI
Claim Amazon Nova 2 Pro and update features and information
Claim Amazon Nova 2 Pro and update features and information
Claim GLM-4.6 and update features and information
Claim GLM-4.6 and update features and information