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Recommends using the Ollama Cloud Pro service to run the GLM-5.2 model, considers the $20 plan better value than Z.ai's overseas plan at the same price, and notes that the afternoon period has triple consumption affecting efficiency.
Jiayuan Zhang shared his initial experience with the M3 model's coding ability, stating that it is a qualitative improvement compared to m2.7, but the 1-shot results are not as comprehensive as Opus 4.6/4.7 and GPT5.5.