Developers are encountering subtle issues when sending image data to multimodal AI models like OpenAI's GPT-4o, Anthropic's Claude, and Google's Gemini. While all three models fundamentally accept Base64-encoded images within a JSON payload, they each require a different structure for this data. OpenAI's GPT-4o expects a full data URL including the prefix, whereas Claude and Gemini require raw Base64 data with the MIME type specified separately. These discrepancies can lead to common "invalid image" errors for users. AI
IMPACT Developers must carefully format image payloads for each multimodal AI model to avoid processing errors.
RANK_REASON Article details specific technical implementation differences for using multimodal AI models.
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