Bangermeter | Tweet Scorer

Bangermeter | Tweet Scorer

Score X posts using real production ranking weights

itsryanlenk
@itsryanlenk
Published on Sep 15, 2026
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About Bangermeter | Tweet Scorer

Scores posts with X's published For You ranking weights and the real scorer arithmetic. Every factor cited to source. See what X's algorithm actually rewards — on every post, as you scroll. On August 13, 2026, X published the real ranking weights for the For You timeline: the exact numbers that decide how far a post travels. Bangermeter puts them on every post in your feed. No leaked screenshots. No "I reverse-engineered the algorithm" threads. The weights come straight from X's published source, and every factor in the breakdown is cited to the line of code it came from. WHAT YOU GET • A score badge on every post as you scroll. Two numbers, 0–100, where 50 is a typical post. – Content Appeal: what the ranking signals would predict from the content alone. – Earned Engagement: how the weights value what the post actually earned, per view. • Click the badge for a plain-English breakdown. Which signals fired and why, what each reply and repost is actually worth, the rescoring factors that applied, and how fresh the post is. Every section has a "Show the math" expander with the full weight × probability table if you want the numbers. • A live meter in the compose box. Score your draft as you type, with hints as they trigger — asks a question, substantive text, bare link, hashtag pile, engagement bait. • A weight table in the popup. All 26 ranking heads, their published values, and which ones the extension can measure versus estimate. SOME OF WHAT THE WEIGHTS SAY • Copying a post's link is the strongest thing a reader can do — worth 40 likes. • A reply is worth 10 likes. From someone you mutually follow, 20. • Sharing to DMs is worth 10 likes. Nothing in the visible counts shows you it happened. • Profile clicks are worth nothing. That head used to pay, and X zeroed it. • Muting hurts nearly twice as much as blocking. • Scrolling straight past is a scored penalty. • Bookmarks are not a scored action at all. • Links do get credit. The "link penalty" was always folklore.

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itsryanlenk
@itsryanlenk

Bangermeter is open-source and completely free. Up-to-date with X's 13 AUG 2026 numbers on their GitHub repo. Install via Chrome, or get the source on GitHub.