API Billing

Gemini API | Image Generation API

Does Nano Banana 2 API charge for failed image generation? A full analysis of 3 scenarios
ByAPIYI - Stable and affordable AI API 2026年 4月 20日

title: "Does Nano Banana 2 API Charge for Failed Image Generation?" description: "Confused about Nano Banana 2 API billing? We break down how failed image generation requests are handled and when you're protected from being charged." tags: [APIYI, Nano Banana 2, Gemini, API Billing, AI Development] Does the Nano Banana 2 API charge for failed…

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API Best Practices | Gemini API

Why is Gemini 3.1 Pro’s Output Token Count So Large? 3 Steps to Understand the Hidden Thinking Tokens in Reasoning Models
ByAPIYI - Stable and affordable AI API 2026年 3月 17日

Author's Note: A detailed explanation of why Gemini 3.1 Pro Preview's output tokens far exceed the visible text: The Thinking Tokens reasoning chain mechanism, billing rules, and cost-saving tips for tuning thinking_level. "I just sent one sentence, and the model only replied with a dozen words. Why does it show nearly 900 output tokens? Where…

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