Benchmark DashboardConfident AI
AI Infrastructure · 3.6K followers · LinkedIn benchmark, last 12 months (original)
Momentum vs prior 12 months
Posts
112
-25%Posts/wk
2.1
-28%Avg engagement
34.7
smart avg / post
+12%Momentum
+6%
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
Team data through 2026-08-12 — employee scrapes lag this window; low numbers here mean stale data, not a quiet team.
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: 12pm–3pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2026-05-14 · Jeffrey Ip · Personal Story322 eng. (295 likes · 24 comments · 3 shares)
We raised just $2.2M after YC last year. A lot of people asked why we didn’t raise more. Honestly, we could have. But we’ve seen too many ba…
View post → - 2026-04-27 · Jeffrey Ip · Celebratory Announcement105 eng. (92 likes · 9 comments · 4 shares)
Today DeepEval crossed 15,000 stars, and we wanted to mark the moment with something meaningful. DeepEval started as a small PyTest integrat…
View post → - 2026-05-13 · Jeffrey Ip · Product Update98 eng. (82 likes · 9 comments · 7 shares)
Today, we're proud to announce DeepEval 4.0 — the AI evaluation harness for vibe coding agents. Our biggest and boldest release yet. Before …
View post → - 2025-09-08 · Kritin Vongthongsri · Celebratory Announcement96 eng. (83 likes · 11 comments · 2 shares)
🚀 DeepEval just hit 1 million monthly downloads. When Confident AI (YC W25) first started, our mission was simple: make LLM evaluation acce…
View post → - 2026-05-15 · Kritin Vongthongsri · Personal Story87 eng. (83 likes · 1 comments · 3 shares)
Andrew Ng saved our startup. Most teams spend 99% of their time on product. At Confident AI (YC W25), we did too. Every time users dropped o…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2026-04-01 · Company page · Event0 eng. (0 likes · 0 comments · 0 shares)
Got an eval problem that needs solving? Brian is holding office hours today (and probably tomorrow). Get in touch! #AI #LLM #MachineLearning…
View post → - 2026-04-06 · Company page · Industry Insight4 eng. (4 likes · 0 comments · 0 shares)
Most eval setups tell you if your agent is right, not if it behaved correctly. If you want us to take a look at yours, send it here: https:/…
View post → - 2026-03-20 · Company page · Product Update5 eng. (4 likes · 0 comments · 1 shares)
TGIF! It's Features Friday, here's what we shipped this week: - Prompt Branches & Pull Requests - Branch off your prompts, iterate safely, a…
View post → - 2026-07-30 · Kritin Vongthongsri · Product Update5 eng. (4 likes · 1 comments · 0 shares)
In real AI systems, evals are not always perfectly stable. DeepEval now lets teams mark specific test cases or metrics as flaky, so noisy fa…
View post → - 2026-04-01 · Kritin Vongthongsri · Event7 eng. (6 likes · 1 comments · 0 shares)
We're hosting LLM eval office hours today ⌛. If your curious, drop by to chat with Brian Neville-O'Neill.
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