Benchmark DashboardThinking Machines Lab (Tinker)
AI Infrastructure · 154.4K followers · LinkedIn benchmark, all time (original)
Momentum — all time
Posts
230
Posts/wk
2.3
Avg engagement
64.2
smart avg / post
Momentum
+42%
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 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 (12+ posts per category, 12+ 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
- 2025-09-10 · Company page · Company Update2.9K eng. (2.6K likes · 73 comments · 235 shares)
Today Thinking Machines Lab is launching our research blog, Connectionism. Our first blog post is “Defeating Nondeterminism in LLM Inference…
View post → - 2026-07-15 · Company page · Product Update2.2K eng. (2.0K likes · 46 comments · 181 shares)
Today, we are introducing Inkling. Inkling reasons efficiently across text, image, and audio modalities. We are making the full weights avai…
View post → - 2025-10-01 · Company page · Product Update2.0K eng. (1.9K likes · 49 comments · 123 shares)
Introducing Tinker: a flexible API for fine-tuning language models. Write training loops in Python on your laptop; we'll run them on distrib…
View post → - 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 → - 2026-07-10 · Company page · Industry Insight1.4K eng. (1.3K likes · 52 comments · 75 shares)
We're building AI that people and organizations can shape and make their own. AI should extend our will and judgment instead of neglecting i…
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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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