Benchmark DashboardScyllaDB
Dev Tools & Infrastructure · 29.7K followers · LinkedIn benchmark, last 12 months (original)
Momentum vs prior 12 months
Posts
69
-59%Posts/wk
1.3
-59%Avg engagement
8
smart avg / post
+51%Momentum
+11%
2nd half of window vs 1st
Engagement trend
Posting volume (bars) vs average engagement per post (line) — team only, original posts
Momentum over time
Change in average engagement per post vs the previous month — green gaining, red losing
Category mix
Cadence
Average engagement by day posted (Pacific time)
Team contribution
Team data through 2026-08-03 — employee scrapes lag this window; low numbers here mean stale data, not a quiet team.
What drives engagement
Smart avg engagement per post across every post in this window. Gray rows at the bottom are under the sample floor (8+ posts per category, 8+ per format) — too few posts to trust the average.
By category
By format
Best day: Friday. Best time block: 3pm–6pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2025-12-01 · Wayne Ariola · Event82 eng. (71 likes · 4 comments · 7 shares)
The calm before the re:Invent storm. If your around stop by Claw a Monster.
View post → - 2026-03-13 · Wayne Ariola · Event41 eng. (38 likes · 2 comments · 1 shares)
I've attended and experienced many conference talks over the years. This presentation by Thea Klaeboe Aarrestad from #ScyllaDB's Monster Sca…
View post → - 2025-10-20 · Wayne Ariola · Event40 eng. (31 likes · 1 comments · 8 shares)
P99 CONF is happening this week. An impressive lineup of speakers for a free, virtual event. With over 60 talks, this conference is tailored…
View post → - 2026-07-27 · Scotty May · Industry Insight26 eng. (26 likes · 0 comments · 0 shares)
🚨 Throwing more GPUs at your LLM won't solve your scaling problem. Here is the silent bottleneck quietly breaking production AI architectur…
View post → - 2026-02-26 · Wayne Ariola · Event23 eng. (20 likes · 2 comments · 1 shares)
The Monster Scale Summit team at #scylladb strikes again. What an amazing thank you package. If you want to win one of these sign up for Mon…
View post →
Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2025-10-01 · Michael Malgeri · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
It's interesting seeing posts and books from those on the U.S. Left about Trump behaving like, or becoming a dictator. What do they believe …
View post → - 2025-10-08 · Michael Malgeri · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
Please stay for the message at the end.
View post → - 2025-10-20 · Wayne Ariola · Event0 eng. (0 likes · 0 comments · 0 shares)
P99 CONF is happening this week. An impressive lineup of speakers for a free, virtual event. With over 60 talks, this conference is tailored…
View post → - 2025-10-20 · Wayne Ariola · Event0 eng. (0 likes · 0 comments · 0 shares)
P99 CONF is happening this week. An impressive lineup of speakers for a free, virtual event. With over 60 talks, this conference is tailored…
View post → - 2025-10-20 · Wayne Ariola · Event0 eng. (0 likes · 0 comments · 0 shares)
P99 CONF is happening this week. An impressive lineup of speakers for a free, virtual event. With over 60 talks, this conference is tailored…
View post →
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