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GLM-5.2 Ponytail vs GLM-5.3-Flash

GLM-5.3-Flash is cheaper on output tokens. Choose GLM-5.2 Ponytail or GLM-5.3-Flash based on the trade-off between cost, context, and the benchmarks that matter for your use case.

SpecGLM-5.2 PonytailGLM-5.3-Flash
ProviderGreenPTGreenPT
Input / 1M tokens$1.25$0.13
Output / 1M tokens$5.02$0.51
Context window1M1M
Parameters——
Open weightsYesYes
ReleasedJun 2026Aug 2026

FAQ

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.