Benchmark DashboardThinking Machines Lab (Tinker)
AI Infrastructure · 154.4K followers · LinkedIn benchmark, last 12 months (original)
Momentum vs prior 12 months
Posts
162
+179%Posts/wk
3.1
+182%Avg engagement
31.8
smart avg / post
-62%Momentum
-72%
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
Click a person for their full report · check 2+ people to benchmark them against each other · Include/Exclude scopes every number on this page.
What drives engagement
Smart avg engagement per post across every post in this window. Gray rows at the bottom are under the sample floor (9+ posts per category, 9+ per format) — too few posts to trust the average.
By category
By format
Best day: Monday. Best time block: 6pm–9pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2025-12-12 · Sean DuBois · Personal Story356 eng. (334 likes · 14 comments · 8 shares)
If you are having a hard time at work, feeling burned out, or maybe just looking for community we would love to have you be part of Pion! Or…
View post → - 2026-05-04 · Sean DuBois · Personal Story183 eng. (170 likes · 5 comments · 8 shares)
OpenAI post on how they do #WebRTC - https://lnkd.in/eXVpfdaK Yi Zhang and William McDonald have been exceptional to work with. You can depe…
View post → - 2025-10-07 · Sean DuBois · Industry Insight153 eng. (103 likes · 49 comments · 1 shares)
https://lnkd.in/g27atJWk WebRTC is so boring these days. I miss the days of 'Hidden SDP Munging Flags', ORTC and Unified Plan complaining :)…
View post → - 2026-01-27 · Sean DuBois · Industry Insight137 eng. (128 likes · 7 comments · 2 shares)
France is switching from Nonfree software to Pion (LiveKit)[0] I hope this starts new interest/investment in the video-conferencing space. I…
View post → - 2025-08-28 · Sean DuBois · Product Update121 eng. (113 likes · 6 comments · 2 shares)
https://lnkd.in/geqQY3Bh Realtime API now has native SIP/Telephony support. Go try it out, excited to hear what people build with it. Two th…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2026-04-24 · Matt Suiche · Meme / Humor0 eng. (0 likes · 0 comments · 0 shares)
This is who you are fighting against:
View post → - 2026-05-19 · Matt Suiche · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
Building prompts with requirements such as "pair quality with the domain's binding constraint"
View post → - 2026-05-27 · Matt Suiche · Product Update0 eng. (0 likes · 0 comments · 0 shares)
cool stuff!
View post → - 2026-06-12 · Matt Suiche · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
wow
View post → - 2026-07-07 · Matt Suiche · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
It would be such a miss for CDNs to not get positioned early on data monetization. Now, they need to solve the security and scalability issu…
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