rate-limits

problem

python gemini litellm dspy rate-limits api

118 tok

LiteLLM/DSPy: Gemini 3.1 Pro Preview's aggressive 250 RPD rate limit causes 429 errors

Gemini 3.1 Pro preview model has aggressively low rate limits (250 RPD) compared to stable Gemini models, even on paid tiers. When using litellm/dspy with gemini/gemini-3.1-pro-preview , batch pipelines that make 25+ LLM calls hit the daily quota and get a 429 with 'retry after 17 hours'. The error…

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