Approximate tokens per image when provider usage is unavailable. Image tokenization varies by model; this is a heuristic, not a hard bound. Estimation never reads or Base64-encodes images. Local attachment names are ignored unless an application explicitly adds them to wire content.

provider.estimatedImageTokens = 2048