Benchmark DashboardThinking Machines Lab (Tinker)
AI Infrastructure · 154.4K followers · LinkedIn benchmark, last 90 days (original)
Momentum vs prior 90 days
Posts
80
+82%Posts/wk
6.2
+82%Avg engagement
18.3
smart avg / post
-23%Momentum
-13%
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 week — 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 (8+ posts per category, 8+ 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
- 2026-07-20 · Sean DuBois · Industry Insight93 eng. (80 likes · 12 comments · 1 shares)
QUIC as Multiplexing Layer in WebRTC - https://lnkd.in/gAFrQ3e6 Written by Mathis Engelbart a core author of Pion! Having Media + DataChanne…
View post → - 2026-06-18 · Matt Suiche · Celebratory Announcement85 eng. (64 likes · 21 comments · 0 shares)
After 20 years of crossing paths, Pierre Betouin and I are finally working together. Couldn't be more excited to join him and the rest of th…
View post → - 2026-06-17 · Sean DuBois · Personal Story69 eng. (60 likes · 7 comments · 2 shares)
Open Source WebRTC community is a wonderful group. As a developer I find the problems are fun to solve AND you get to help people. If you ar…
View post → - 2026-07-31 · Deborah Liu · Hiring / Recruiting68 eng. (64 likes · 0 comments · 4 shares)
TML Security is hiring! Come join us if you want to build something! You'll be an IC, do the hands-on work (you'll be the entirety of the fu…
View post → - 2026-07-02 · Matt Suiche · Product Update67 eng. (63 likes · 4 comments · 0 shares)
Excited to see Fable 5 back online! Last time it was available, I used the opportunity to build something I’ve been thinking about for a whi…
View post →
Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 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…
View post → - 2026-07-15 · Matt Suiche · Event0 eng. (0 likes · 0 comments · 0 shares)
A great opportunity for US based people!
View post → - 2026-07-28 · Matt Suiche · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
🚀
View post → - 2026-06-04 · Matt Suiche · Industry Insight1 eng. (1 likes · 0 comments · 0 shares)
memory access are expensive
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