Savings grow with every turn
An image is sent again on every later turn. On a real screenshot, 1,018 image tokens became 37 text tokens.
The ledger counts each image once, so a long conversation saves more than it shows. Over a 50 turn conversation: 50,900 tokens sent as pixels, 1,850 sent as words.