Arena Elo is not the buying guide
Blind 8-second votes pick pretty clips. Your job is I2V lock, dialogue, 30s, or a driving clip. Rank the job, not the board.
7 min read
Reading FLUX 3's Arena debut vote count
FLUX 3 debuted at #2 on Arena's text-to-video board on roughly 1,300 votes out of 616,845. Why a debut rank is provisional, and when to re-test a new entrant.
8 min read
Open-weight video licenses and what you can ship
Open weights do not mean open usage. Four clauses decide whether a downloaded video model can run a paid campaign — and which entity has to pass the test.
9 min read
Running Open-Weight Video On Your Own Terms
Open weights get pitched as a strict upgrade over hosted video models. The honest version of that decision has a no branch — here's how to actually work it.
9 min read
Why Your Generated Clips Don't Match in the Timeline
Six clips that looked fine as previews come apart once cut together. The causes are resolution, frame rate, and bitrate mismatches between models, not your eye.
7 min read
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