Rank #356 · on radar since 2026-07-07
browser
Lightpanda: the headless browser designed for AI and automation
browser is a tool in the AI builder stack on the Cresting radar since 2026-07-07, currently ranked #356 of 2372 tracked tools with a momentum score of 55.6. It has 31,629 GitHub stars (+18 in the last 7 days). Momentum measures how fast a tool is rising, not how big it is; the score recomputes hourly from public signals.
Momentum
55.6
24h· new7d· new
Why it's ranked
Every score decomposes into published factors — the same math for every tool, paid or not. Read the methodology →
| Velocity (weighted, cohort-normalized) | 0.934 |
| Recency boost | 0.000 |
| Signal decay | 0.992 |
| Corroboration | 1.000 |
| Quality gate | 1.000 |
Raw signals (30 days)
github · forks+0 in window · 1,399 latest · 2 snapshots
github · stars+18 in window · 31,629 latest · 2 snapshots
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