YouTube outlier tools compared

An outlier is a video that beat what its own channel normally does, rather than a video with a big view count. Vidfora measures it as a multiplier: the video's views divided by the median views of that channel's other mature videos in the same format, with the video excluded from its own baseline and Shorts scored only against Shorts. A 7x did seven times that channel's usual numbers, whether the channel has 4,000 subscribers or four million.

Vidfora and 1of10 both have a free plan with outlier search and no credit card; ViewStats has a free public site and a free Chrome extension; vidIQ and Subscribr have free plans metered by credits or by searches. OutlierKit gives trial credits instead, Taja runs a 7-day trial, and TubeLab and TubeBuddy list no free plan on their pricing pages today. The table above states each one as it was read this month.

Ask what the score divides by. A multiplier against the channel's own median is a different number from one against a rolling average, a niche average or a subscriber-count expectation, and a tool that mixes Shorts into a long-form baseline will report inflated scores for channels that post both. Most vendors publish the idea and not the formula, so the practical test is to score a channel you know well and see whether the ranking matches your own judgment.

The list is the cheap half. What changes a channel is the next step: writing a title that carries the same promise, designing a thumbnail that can stand beside the one that worked, and scripting an opening that earns the first thirty seconds. Tools differ enormously here — some stop at the research, some write scripts, some generate the whole video. Decide which of those you actually want before you compare prices.

Every price, plan name and free-tier detail on this page was read on the vendor's own pricing page in September 2026. Pricing in this category changes often, and promotional rates come and go, so treat the table as a starting point and confirm on their site before you buy.