Jellyfish ChatGPT ad — How does your AI token usage compare? in AI Coding Assistants & Developer AI

How does your AI token usage compare?

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The real user prompts we captured this ad appearing on inside ChatGPT.

  • best edge ai chip in 2026 for running a quantized llama 3.2 1b locally on a robot — axelera metis vs hailo-15 vs kneron kl720, which has the strongest sdk

  • what does devin cost per month for a small dev team and is it worth it vs hiring another engineer

  • what's the pricing for pasqal and quera neutral atom cloud access on aws braket and is there a free trial

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We capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.

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