RankingAutomationBench (v1.0.6) · v1.0.6

AutomationBench (v1.0.6) · v1.0.6

Data updated 12 Sept 2026

Bucket
Agentic
Unit
percent
Direction
Higher is better
Version
v1.0.6
Display harness
zai-org/GLM-5.3
Board
https://huggingface.co/zai-org/GLM-5.3

Compare published benchmark results with category weights →

Models

ModelScoreHarnessEvidenceSource-recorded date
GLM-5.3Z.ai48.2%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Kimi K3Moonshot46.7%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Claude Fable 5Anthropic46.2%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

Comparison limit: The source column includes fallback execution without a documented exact effort.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
GPT-5.6 SolOpenAI45.8%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
DeepSeek V4-Pro 0813DeepSeek43.2%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Claude Opus 4.8Anthropic41%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Qwen 3.8-MaxQwen39.8%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
GLM-5.2Z.ai26.2%
Reported settings & source

GLM-5.3 release table; benchmark-specific harness and reasoning configurations in Evaluation Details.

First-party reported result.

zai-org/GLM-5.3 · Performance table: AutomationBench (v1.0.6) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12