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The Half-Penny gpt-image-2 Challenge - API-only Gallery

OpenAI Developer Community May 21, 2026
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Noticing that “preview” at cheap prices isn’t the terrible warped output of previous gpt-image models, it’s for fun. So post away - no tricks or token count deception are needed to get pretty good pics.

(budget hint: batch API 20-token calls: 500 images for a dollar)

(compression hint: look at how words are tokenized to optimize to single-token concepts; lower-case, spacing)

Under-20 club

(polluted by the clumpy pattern symptom?)

Discussion in the ATmosphere

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