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GLM-5.3

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目录部署标识:glm-5.3。具体区域、权限与价格以服务商为准。

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公开成绩与计算依据

综合参考分根据已公开的评测资料整理。查看发布日期依据

综合参考分 59.6 · 19项基准

推理求解 63.4

GPQA Diamond · 0.917171717171717 比例

Artificial Analysis · 独立评测 · Diamond

GLM-5.3 (Max) · Current AA standalone protocol. Status verified in aa-method-current.md section gpqa-diamond

Terminal-Bench-Science · 5.71%

Vals AI · 独立评测 · 0.1.0

GLM-5.3 / Mini-SWE-agent · Current displayed evaluator row. Mini-SWE-agent. Scores are not pooled across harnesses; source methodology and repeat counts retained.

HLE · 0.179 比例

Artificial Analysis · 独立评测 · Diamond

GLM-5.3 (Max) · Artificial Analysis current published protocol; hle-diamond

CritPt · 0.335 比例

Artificial Analysis · 独立评测 · 2 Hard

GLM-5.3 (Max) · Artificial Analysis current published protocol; critpt-v2-hard

工具与任务执行 72.7

APEX-Agents · 38.1 %

huggingface.co · 官方发布比较 · current published task suite

GLM-5.3 / official Hy4 comparison, APEX-Agents pass@1 · Original numeric labels visually read in official image; APEX-Agents; Official Hy4 preview blue series; not Hy3 cyan sub-series. JPEG read at decoder 1/8 scale, original SHA-256 preserved.

tau3-Banking · 0.503092783505155 比例

Artificial Analysis · 独立评测 · 1.0.1

GLM-5.3 (Max) · Current AA standalone protocol. Status verified in aa-method-current.md section tau3-banking

GDPval-AA · 1656.88 分

Artificial Analysis · 独立评测 · 2.1

GLM-5.3 (Max) · Artificial Analysis current published protocol; gdpval-aa-normalized

Terminal-Bench · 38.89%

Vals AI · 独立评测 · 4.0

GLM-5.3 / Mini-SWE-agent · Current displayed evaluator row. Mini-SWE-agent. Scores are not pooled across harnesses; source methodology and repeat counts retained.

AutomationBench · 0.622028649962642 比例

Artificial Analysis · 独立评测 · current published task suite

GLM-5.3 (Max) · Artificial Analysis current published protocol; automationbench-aa

AA-Briefcase · 1502.84 分

Artificial Analysis · 独立评测 · 1.1

GLM-5.3 (Max) · Artificial Analysis current published protocol; aa-briefcase

EnterpriseOps-Gym · 0.36436884512085943 比例

Artificial Analysis · 独立评测 · current published task suite

GLM-5.3 (Max) · Artificial Analysis current published protocol; enterprise-ops-gym-aa

MCP Atlas · 84.2 %

Scale AI · 独立评测 · 1000 tasks

GLM 5.3 · scale-mcp-reviewed-method-20261029

AA-AnalystAgent · 0.3875 比例

Artificial Analysis · 独立评测 · current AA pass^5

GLM-5.3 (Max) · Artificial Analysis current published protocol; aa-analyst-agent

编程 58.6

FrontierCode · 0.21587095959596 比例

Artificial Analysis · 独立评测 · 2.0

GLM-5.3 (Max) · Artificial Analysis current published protocol; frontiercode-2-0

Vals Code Migration · 55.07%

Vals AI · 独立评测 · 1.1

GLM-5.3 / Published Code Migration 1.1 sandbox · Current displayed evaluator row. Published Code Migration 1.1 sandbox. Scores are not pooled across harnesses; source methodology and repeat counts retained.

DeepSWE · 68.1

腾讯 Hy4 官方发布比较表 · 官方发布比较 · 1.1

腾讯官方比较表 · GLM-5.3 · DeepSWE current 1.1 task suite; mini-swe-agent; sandbox 8 CPUs and 16 GB RAM

语言与信息处理 39.6

GDP.pdf · 0.112 比例

Artificial Analysis · 独立评测 · current published task suite

GLM-5.3 (Max) · Artificial Analysis current published protocol; gdp-pdf

SimpleQA Verified · 0.41 比例

Epoch AI · 独立评测 · run 1.2.0

glm-5.3_max · epoch-simpleqa-reviewed-method-20261029-task-version-1.2.0 · 2026-08-28公开

AA-Omniscience · 0.3233333333333333 比例

Artificial Analysis · 独立评测 · 1.1

GLM-5.3 (Max) · Artificial Analysis current published protocol; omniscience-accuracy

AA-Omniscience · 0.6113300492610838 比例

Artificial Analysis · 独立评测 · 1.1

GLM-5.3 (Max) · Artificial Analysis current published protocol; omniscience-non-hallucination

查看原始成绩与计算数据

资料来源
  • 版本日期来源 · 版本资料 · 2026-10-29查阅
  • Artificial Analysis · independent_evaluation · 2026-10-29查阅
  • Vals AI · independent_evaluation · 2026-10-29查阅
  • huggingface.co · official_release_comparison · 2026-10-29查阅
  • Vals AI · independent_evaluation · 2026-10-29查阅
  • Scale AI · independent_evaluation · 2026-10-29查阅
  • Vals AI · independent_evaluation · 2026-10-29查阅
  • Epoch AI · independent_evaluation · 2026-10-29查阅

模型资料来源 · 目录许可