Unverified50% confidenceBenchmarkExact time
In real-world data, the manual cost of pixel-level annotation can reach several dollars or even tens of dollars per image
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/9/2026
First Seen
Valid until: 12/8/2026
Sources
Related Claims
UnverifiedThe cost of calling a multimodal API to analyze an image and generate a detailed description typically ranges from a few cents to tens of cents.79% similarUnverifiedThe reason multimodal input costs are high is that models need to convert images or PDFs into hundreds to tens of thousands of tokens through a visual encoder (such as ViT architecture), and inference costs are approximately linearly correlated with the number of input tokens.77% similarUnverified传统产品实景拍摄通常需要数千甚至数万美元的制作费用74% similar
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