Benchmark DashboardThinking Machines Lab (Tinker)
AI Infrastructure · 154.4K followers · LinkedIn benchmark, last 30 days (original)
Momentum vs prior 30 days
Posts
13
-66%Posts/wk
3
-66%Avg engagement
123.9
smart avg / post
+119%Momentum
-94%
2nd half of window vs 1st
Engagement trend
Posting volume (bars) vs average engagement per post (line) — page + team, 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
Timing detail is in the Cadence chart above.
Best performing posts
- 2026-07-31 · Company page · Product Update1.7K eng. (1.6K likes · 33 comments · 80 shares)
Today we're releasing Inkling-Small, an efficient open-weights model that achieves performs like Inkling at a quarter of its size. https://l…
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 → - 2026-08-05 · Matt Suiche · Industry Insight51 eng. (44 likes · 5 comments · 2 shares)
Okay so I told my agent to look at Bruce Dang and Dionysus Blazakis MIE challenge, no luck but I've documented the progress while waiting fo…
View post → - 2026-08-04 · Matt Suiche · Industry Insight47 eng. (43 likes · 3 comments · 1 shares)
Decades of tech debt about to be wiped out
View post → - 2026-07-31 · Sean DuBois · Industry Insight39 eng. (34 likes · 4 comments · 1 shares)
https://lnkd.in/gAA_tvTg Cool WebRTC project just saw on Hacker News. Access a host/transfer files via WebRTC. Only one side has to run a bi…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2026-07-28 · Matt Suiche · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
🚀
View post → - 2026-07-28 · Matt Suiche · Industry Insight6 eng. (5 likes · 0 comments · 1 shares)
Without any surprise, the vector of entry was JFrog. Maybe we can expect the traces/reasoning of OpenAI agents by Friday now? Artifactories …
View post → - 2026-08-07 · Matt Suiche · Event26 eng. (23 likes · 2 comments · 1 shares)
Watching dwizzle keynote at BH now, the number of MSRC CVE cases... DOUBLED every 6 weeks? This is crazy.
View post → - 2026-08-06 · Sean DuBois · Product Update28 eng. (27 likes · 1 comments · 0 shares)
Pion's getting DTLS 1.3 VERY soon. This will come together with SPED/SNAP. See Jo Turk post for the full details and the people who actually…
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