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Technology & Computing / VIDEO

Beginner's Guide to Laya (Free Jev) Local Run on Your Laptop (Claude)

Automate with Marc | AI Automation · 10.5K subscribers

25d ago · English audio

Run Laya, the free open-source alternative to Jev, on your own laptop and sort 100 inbound form leads into junk, prospect, hot and review in about five seconds, with no API key and no data leaving your computer. Then I run the exact same 100 submissions through Jev via OpenRouter for an honest Laya vs Jev head-to-head on accuracy, speed and cost, all driven from Claude Code with no coding required. 🔗 LINKS AND…

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12.5×Score at discovery
16.8KViews
1.3KMedian · 13 videos

Outlier score

This score was measured on Sun, 25 Oct 2026 05:30:26 GMT. Current view counts may differ.

16.8K views ÷ a 1.3K baseline = 12.5×. Compared with 13 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.

YouTube snapshot: Sun, 25 Oct 2026 07:48:05 GMT. Counters may have changed.

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Artificial Intelligence & Data

Channel-balanced percentile: 80

Comparison details

25 videos from 15 other channels, with each channel weighted equally. Same format and language, with 10,000–99,999 subscribers. Observed at 619 hours after publication, within ±48 hours.

The comparison uses this broader topic because the specific niche has too few examples. This describes the collected sample, not all of YouTube. Updated Sun, 25 Oct 2026 08:22:53 GMT.

Niches & tags

Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools

Breakouts from other channels