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What is GLM-5.3?

GLM-5.3 is Z.ai’s frontier coding model built to improve complex software engineering, long-horizon agent work, and advanced technical reasoning through scaled post-training. The model uses the same base model as GLM-5.2, with performance gains coming from additional post-training environments, more diverse tasks, and expanded compute on the existing training stack. Z.ai’s stack includes IndexShare for efficient long-context processing, SAO for reinforcement learning on long-horizon tasks, and slime for large-scale asynchronous post-training. GLM-5.3 is designed to perform better on work that resembles real engineering tasks rather than short coding exercises. Its training environments include production-style workflows where the model must diagnose bottlenecks, inspect documentation, use codebases, run experiments, implement changes, and produce measurable improvements. The model improves coding performance across public and private benchmarks, including Terminal Bench 3.0, DeepSWE, Agents’ Last Exam, and Z.ai Code Bench. GLM-5.3 also improves token efficiency, producing stronger agentic coding results than GLM-5.2 while using fewer output tokens in Z.ai’s internal evaluations. The model supports three reasoning effort levels, low, high, and max, and no longer supports disabling thinking. Z.ai recommends max reasoning effort for coding tasks, while applications using disabled thinking must migrate to enabled thinking before switching to GLM-5.3. The release also reports emergent cyber capabilities, including stronger vulnerability discovery and exploitation-chain reasoning, with open-weight release planned after safety evaluation and hardening. By combining scaled post-training, long-context infrastructure, long-horizon reinforcement learning, coding-agent workflows, benchmark improvements, reasoning controls, and ZCode integration, GLM-5.3 helps developers and researchers work on demanding coding and agentic tasks.

What is Apodex 1.1?

Apodex 1.1 is an innovative online platform tailored for managing complex research and professional projects, shifting attention from mere reporting to the actual implementation of tasks. This tool is meticulously designed to assist users in navigating a detailed workflow that includes file management, search functions, code execution, tool interactions, and coordination among Agent Teams from the beginning to the end of a project. Users can seamlessly upload a variety of resources such as research articles, datasets, spreadsheets, images, and code snippets, enabling the system to efficiently analyze and manipulate these files. It autonomously generates and runs analysis scripts, assesses interim findings, modifies its approach as necessary, and links conclusions back to the original datasets and materials. Apodex 1.1 excels at tracking task progress throughout extensive workflows, integrating new feedback during the execution phase, recovering from obstacles, and ensuring that the plan, steps, outcomes, dependencies, exceptions, and next actions are all clearly outlined and accessible. Moreover, in its Deep Discover mode, an asynchronous Agent Team breaks down work into parallel subtasks, consistently feeding valuable insights back into the main task, which significantly boosts the efficiency and effectiveness of the research process. This cutting-edge approach not only optimizes workflows but also cultivates a more profound understanding of the utilized data, ultimately advancing the research quality further. The collaborative nature of this platform encourages teamwork and fosters a culture of continuous improvement among users.

Media

Media

Integrations Supported

Amp
Apodex
Cheaper Inference
Claw Code
Cline
Cosmos
Go
Grok Build
HTML
Java
LM Studio Bionic
OpenClaw
OpenCode Go
OpenRouter
PHP
Qoder
Roo Code
SQL
Shiori
scikit-learn

Integrations Supported

Amp
Apodex
Cheaper Inference
Claw Code
Cline
Cosmos
Go
Grok Build
HTML
Java
LM Studio Bionic
OpenClaw
OpenCode Go
OpenRouter
PHP
Qoder
Roo Code
SQL
Shiori
scikit-learn

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Open source
Free Version
Free Trial Offered?

Pricing Information

$25 per month
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Z.ai

Date Founded

2023

Company Location

China

Company Website

z.ai/

Company Facts

Organization Name

Apodex

Company Location

United States

Company Website

www.apodex.com/blog/apodex-1.1-scaling-agentic-intelligence-for-complex-work

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