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One month coding with GLM 5.3 Flash

One month coding with GLM 5.3 Flash | Wagtail CMS

wagtail.org

October 2, 2026

4 min read

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50/100

Summary

One month on GLM 5.3 Flash 2B tokens later, 🤖 task failed successfully Setting a challenge to spend the whole of September on only one efficient open model felt like a great idea at the time. Turns out not so much in practice. 2B tokens later, here’s how it went. Where tokens went this month Here’s the tokens distribution according to AgentsView, one of our Agentic engineering recommendations to k...

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