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Z-Ai | Glm 4.6

Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex agentic tasks. Superior coding performance: The model achieves higher scores on code benchmarks and demonstrates better real-world performance in applications such as Claude Code、Cline、Roo Code and Kilo Code, including improvements in generating visually polished front-end pages. Advanced reasoning: GLM-4.6 shows a clear improvement in reasoning performance and supports tool use during inference, leading to stronger overall capability. More capable agents: GLM-4.6 exhibits stronger performance in tool using and search-based agents, and integrates more effectively within agent frameworks. Refined writing: Better aligns with human preferences in style and readability, and performs more naturally in role-playing scenarios.

Compare

Good

76.0
Most Recent Test

Usable with some limitations.

Strengths

  • Strong task completion capability
  • Excellent at 1.2. Evangelistic Material
  • Excellent at 1.3. Apologetics
  • Excellent at 1.4. Conversational AI
  • Excellent at 1.6. Problematic Vocabulary

Weaknesses

  • Struggles with 3.1. Existence of God
  • Struggles with 3.5. Universal Sinfulness
Overall Score
76.0
Tier 1 (Task) 70%
80.5
Tier 2 (Doctrine) 20%
63.3
Tier 3 (Worldview) 10%
70.0
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description

Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex agentic tasks. Superior coding performance: The model achieves higher scores on code benchmarks and demonstrates better real-world performance in applications such as Claude Code、Cline、Roo Code and Kilo Code, including improvements in generating visually polished front-end pages. Advanced reasoning: GLM-4.6 shows a clear improvement in reasoning performance and supports tool use during inference, leading to stronger overall capability. More capable agents: GLM-4.6 exhibits stronger performance in tool using and search-based agents, and integrates more effectively within agent frameworks. Refined writing: Better aligns with human preferences in style and readability, and performs more naturally in role-playing scenarios.

Provider

Z-AI

Model ID

z-ai/glm-4.6

Tests Run

1

Insights & Analysis

Categories

Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
67
1.1
80
1.2
87
1.3
87
1.4
73
1.5
87
1.6
83
1.7
60
2.1
80
2.2
70
2.3
60
2.4
50
2.5
60
2.6
25
3.1
100
3.2
75
3.3
100
3.4
0
3.5
100
3.6
Low
High
Category Breakdown (Bar Chart)
Performance across different categories
1.x = Task Capability2.x = Gospel Core3.x = Worldview Confession

Recent Tests

Recent Test Runs
DateScoreVersionTier 1 (Task)Tier 2 (Gospel)Tier 3 (Worldview)Trust Tier
10/10/202676.01.0.080.563.370.0automated