Benchmark DashboardThinking Machines Lab (Tinker)
AI Infrastructure · 154.4K followers · LinkedIn benchmark, all time (original)
Momentum — all time
Posts
220
Posts/wk
2.2
Avg engagement
44
smart avg / post
Momentum
-62%
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 (11+ posts per category, 11+ per format) — too few posts to trust the average.
By category
By format
Best day: Monday. Best time block: 3pm–6pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2025-06-04 · Sean DuBois · Industry Insight363 eng. (321 likes · 28 comments · 14 shares)
FFMPEG MERGED WEBRTC SUPPORT!!! https://lnkd.in/gHp5CNXp The new things that are about to be built is gonna be huge. I am so excited. Sub-se…
View post → - 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 → - 2025-07-15 · Andrew Lee · Personal Story307 eng. (275 likes · 31 comments · 1 shares)
Life update: I joined Thinking Machines Lab! Feeling so lucky to build with such a kind, brilliant team, especially pairing with researchers…
View post → - 2025-02-17 · Sean DuBois · Product Update269 eng. (251 likes · 16 comments · 2 shares)
OBS -> Broadcast Box(WebRTC) -> tablets with 200ms of latency! The latency and other features of WebRTC are opening up entirely new projects…
View post → - 2025-08-20 · Andrew Lee · Hiring / Recruiting234 eng. (217 likes · 8 comments · 9 shares)
We're hiring our first product engineer at Thinking Machines Lab. If you love prototyping, building tasteful, ambitious products, and want t…
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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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