ViralLoop

2.5x speedup and 6x price increase Small batch size Total throughput of the system takes a giant hit on increasing tokens/user/sec

322 likes15 repliesPosted Feb 7, 2026

Private to you, and used when you remix this post.

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Leads with a specific number, which is concrete enough to be worth a second of attention.
Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Points at real customers, users or results as evidence rather than assertion.
Ends on a short line that is easy to quote and repeat.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Analysis by ViralLoop — not written by the original author.