RankingHLE w/ Tools · source release snapshot; version not specified

HLE w/ Tools · source release snapshot; version not specified

Data updated 12 Sept 2026

Bucket
Hard reasoning
Unit
percent
Direction
Higher is better
Version
source release snapshot; version not specified
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 SolOpenAI64.5%
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: HLE w/ Tools · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Claude Fable 5Anthropic63.9%
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: HLE w/ Tools · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
GLM-5.3Z.ai62.5%
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: HLE w/ Tools · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
DeepSeek V4-Pro 0813DeepSeek60%
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: HLE w/ Tools · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Kimi K3Moonshot59.8%
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: HLE w/ Tools · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Claude Opus 4.8Anthropic57.9%
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: HLE w/ Tools · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
Qwen 3.8-MaxQwen56.2%
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: HLE w/ Tools · reviewed 2026-09-12

zai-org/GLM-5.3lab self-report2026-09-12
GLM-5.2Z.ai54.7%
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: HLE w/ Tools · reviewed 2026-09-12

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