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What is Holo3.1?

Holo3.1 is H Company’s cutting-edge collection of rapid and localized computer-use agents that operate smoothly across web, desktop, and mobile environments, while also improving integration within various agent frameworks and deployment targets. Building on the Qwen family, Holo3.1 greatly boosts reliability across the different settings where these agents are applied, addressing distribution changes that occur on mobile devices, various agent frameworks, and diverse execution environments. The latest iteration expands Holo3’s capabilities, transcending simple browser and desktop management, with significant progress noted in mobile automation; for example, the performance of the 35B-A3B model in AndroidWorld has increased from 67% to 79.3%, and the smaller 4B and 9B models have also improved from 58% to 71%. Moreover, Holo3.1 introduces built-in support for function-calling protocols and structured JSON outputs, facilitating teams' integration of the model into third-party agent ecosystems while maintaining nearly equivalent performance between function-calling and native execution. This latest update signifies a crucial advancement in enhancing the adaptability and efficiency of computer-use agents across a variety of platforms, paving the way for future innovations in the field. As such, Holo3.1 not only sets a new standard for performance but also empowers users to leverage the full potential of their technological environments.

What is GLM-5-Turbo?

GLM-5-Turbo is a swift advancement of Z.ai’s GLM-5 model, designed to provide both efficient and stable performance for scenarios driven by agents, while also maintaining strong reasoning and programming capabilities. It is specifically optimized for high-throughput requirements, particularly in intricate long-chain agent tasks that involve a sequence of steps, tools, and decisions executed with precision and minimal delay. By supporting advanced agent-driven workflows, GLM-5-Turbo significantly improves multi-step planning, tool application, and task execution, yielding a higher level of responsiveness than larger flagship models in the collection. Retaining the foundational advantages of the GLM-5 series, this model excels in reasoning, coding, and managing extensive contexts, while emphasizing the optimization of crucial factors such as speed, efficiency, and stability for production environments. Additionally, it is designed to integrate seamlessly with agent frameworks like OpenClaw, enabling it to effectively coordinate actions, oversee inputs, and execute tasks proficiently. This adaptability ensures that users experience a dependable and responsive tool capable of meeting diverse operational challenges and requirements, ultimately enhancing productivity and effectiveness in various applications.

Media

Media

Integrations Supported

JSON

Integrations Supported

Claw Code
GLM Coding Plan
GLM-5
GLM-5.1
Java
Model Context Protocol (MCP)
Ollama
OpenClaw
Python
Z.ai

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

H Company

Company Location

France

Company Website

hcompany.ai/holo3.1

Company Facts

Organization Name

Z.ai

Date Founded

2019

Company Location

China

Company Website

docs.z.ai/guides/llm/glm-5-turbo

Categories and Features

AI Models

Not specified

Categories and Features

AI Models

Not specified

Large Language Models

Not specified

Open-Weight AI Models

Not specified

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