Benchmark DashboardConfident AI
AI Infrastructure · 3.6K followers · LinkedIn benchmark, last 90 days (original)
Momentum vs prior 90 days
Posts
23
-34%Posts/wk
1.8
-33%Avg engagement
29.2
smart avg / post
-28%Momentum
-39%
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
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 time block: 3pm–6pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2026-07-22 · Jeffrey Ip · Celebratory Announcement66 eng. (55 likes · 8 comments · 3 shares)
Today, DeepEval crossed 17,000 GitHub stars. I won’t pretend that doesn’t feel incredible. But the stars aren’t the most important part. Wha…
View post → - 2026-06-26 · Jeffrey Ip · Product Update59 eng. (47 likes · 7 comments · 5 shares)
Today we’re launching Eval Report Templates on Confident AI (YC W25). Welcome to Launch Week 02, Day 5. Picture the report you actually want…
View post → - 2026-08-07 · Jeffrey Ip · Product Update49 eng. (38 likes · 7 comments · 4 shares)
Are you building AI agents using Typescript? A fan of frameworks such as Vercel's AI SDK, Mastra? Want to do evals locally, without a dedica…
View post → - 2026-07-20 · Jeffrey Ip · Product Update44 eng. (35 likes · 6 comments · 3 shares)
Today in DeepEval v4.1.1 ⭐, we're releasing a new series of metrics, starting with the agent loop detection metric that detects whether an L…
View post → - 2026-06-09 · Jeffrey Ip · Industry Insight44 eng. (40 likes · 2 comments · 2 shares)
Enough is enough. At some point you have to stop the Claude Code loop and ship — but how do you know when you've actually hit that point? Fo…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 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 → - 2026-07-30 · Jeffrey Ip · Product Update7 eng. (7 likes · 0 comments · 0 shares)
Some eval failures are real regressions. Some are just flaky. DeepEval now lets you mark the flaky ones so your CI can keep moving, while th…
View post → - 2026-08-04 · Company page · Product Update12 eng. (10 likes · 1 comments · 1 shares)
Agentic RAG can still make things up. Even when your app gives the model good context, the model can add one extra claim that was never in t…
View post → - 2026-07-30 · Company page · Product Update17 eng. (11 likes · 1 comments · 5 shares)
DeepEval now lets you mark noisy evals as flaky, without hiding their results. Test cases and metrics both support flaky=True. For test case…
View post → - 2026-07-29 · Jeffrey Ip · Product Update23 eng. (21 likes · 1 comments · 1 shares)
One toxic trait Confident AI - we build everything ourselves, including the docs website, and today, we're launching it in public. Any sane …
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