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The Pelican comparison grid for Astra is pretty interesting

The author tested GPT-6 Astra's image generation capabilities by creating pelican SVGs at various reasoning levels and compared them against GPT-5.6 Sol, Terra, and Luna. Astra produced significantly better images at every level, used fewer input tokens, and was surprisingly cost-effective despite a higher per-token price.

Background

OpenAI's GPT-6 Astra represents the latest generation of their multimodal models, with rumored improvements in visual generation quality. The GPT-5.6 series (Sol, Terra, Luna) was the previous generation widely used for image generation tasks.

Source
Simon Willison
Published
Sep 5, 2026 at 07:59 AM
Score
6.0 / 10