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Research and product writing from the team behind the Arena model leaderboards: how coding-agent harnesses change cost and success rates, how the agent leaderboards are built, and their academic partnership calls.
Why I recommend it: Free to read. The clearest writing anywhere on why two people using the same model get very different results — the tool wrapped around the model changes the cost and the outcome. They run the leaderboards they write about, so treat their rankings as one measurement, not the verdict.
ByteDance's AI creation workspace for images, video, and talking avatars from a photo, using its own Seedream and Seedance models in one editor alongside CapCut.
Why I recommend it: There is a permanent free tier with daily credits, no card needed, and paid plans start around $15 a month. Three things to know before you use it: free output is watermarked and the free tier is not licensed for commercial use, the daily credit allowance differs by country, and it is a ByteDance product — do not upload a client's unreleased work or anyone's face without asking them first.
