---
title: "GLM-5.3 outperforms GPT-5.6 in cost for DeepSWE tasks, excelling in retries and value, per latest data."
type: "News"
locale: "en"
url: "https://longbridge.com/en/news/296676687.md"
description: "New benchmarks have revealed that GLM-5.3 outperforms GPT-5.6 Sol in DeepSWE tasks, demonstrating stronger capability in retry situations and better cost-effectiveness. This enhanced value is demonstrated through improved performance metrics and efficiency, making GLM-5.3 a more favorable option for users."
datetime: "2026-08-22T07:49:10.000Z"
locales:
  - [zh-CN](https://longbridge.com/zh-CN/news/296676687.md)
  - [en](https://longbridge.com/en/news/296676687.md)
  - [zh-HK](https://longbridge.com/zh-HK/news/296676687.md)
generator: "portal-rs"
---

# GLM-5.3 outperforms GPT-5.6 in cost for DeepSWE tasks, excelling in retries and value, per latest data.

New benchmarks have revealed that GLM-5.3 outperforms GPT-5.6 Sol in DeepSWE tasks, demonstrating stronger capability in retry situations and better cost-effectiveness. This enhanced value is demonstrated through improved performance metrics and efficiency, making GLM-5.3 a more favorable option for users.

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---
> **Disclaimer: This article is for reference only and does not constitute any investment advice.**