RankingDeepSWE (v1.1) · v1.1

DeepSWE (v1.1) · v1.1

Data updated 12 Sept 2026

Bucket
Coding
Unit
percent
Direction
Higher is better
Version
v1.1
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
GPT-5.6 SolOpenAI72.7%
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: DeepSWE (v1.1) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Claude Fable 5Anthropic69.7%
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: DeepSWE (v1.1) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Kimi K3Moonshot67.5%
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: DeepSWE (v1.1) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
GLM-5.3Z.ai66.9%
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: DeepSWE (v1.1) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
DeepSeek V4-Pro 0813DeepSeek62.7%
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: DeepSWE (v1.1) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Claude Opus 4.8Anthropic58%
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: DeepSWE (v1.1) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Qwen 3.8-MaxQwen56.6%
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: DeepSWE (v1.1) · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
GLM-5.2Z.ai46.2%
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: DeepSWE (v1.1) · reviewed 2026-09-12

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