
How does your AI token usage compare?
Benchmarks from 1000+ companies, 200K engineers, and 37M PRs.

Benchmarks from 1000+ companies, 200K engineers, and 37M PRs.
Compare Jellyfish with the competitors you care about, find open prompt territories, and carry the evidence into Campaign Studio.
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
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.
Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.