How do their growth rates compare?

Comment Explorer has a month-over-month growth rate of 0%; VidStats has -14.3%.

How does pricing compare?

Comment Explorer: Freemium. Free to use for YouTube comment analysis, based on the product's own interface. No public paid tiers are advertised. VidStats: Freemium. Paid subscription with a 7-day free trial for first-time subscribers. Pro is $29/month or $249/year and includes the realtime analytics dashboard, the Chrome extension, Smart Upload and all AI pro tools with 100 credits per month. Agency is $39/month or $349/year and adds 500 credits plus up to 3 YouTube channels with a channel switcher. Enterprise pricing is custom. Standalone free YouTube tools remain free without an account. Unused credits do not roll over, and failed actions are refunded.

What are alternatives to Comment Explorer and VidStats?

Other tools in related categories include vidIQ, Archivarix Tube Search, OutlierKit, Thumblytics, ChatTube.

Comment Explorer vs VidStats — Traffic (0 vs 5.36K), Pricing & Verdict

Open AI Tools

Comment Explorer vs VidStats — Traffic (0 vs 5.36K), Pricing & Verdict | Open AI Tools

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Comment Explorer	VidStats
Official Domain	commentexplorer.com	vidstats.pro
Pricing Model	Freemium	Freemium
Monthly Visits	0 (0)	5.36K (5,363)
MoM Traffic Delta	0 (0%)	-896 (-14.3%)
Primary Market & Share	🌐 Global (—)	🇺🇸 United States (58.3%)
Direct Visits / mo	0	2.11K
User Rating	4.1	4.3
Supported Platforms	Website	Website

Comment Explorer

Analyse YouTube comments for sentiment, emotion and topics — and query them directly.

Audience engagement breakdown

See how actively viewers responded to a video, with engagement metrics derived from the comment section rather than from view counts alone.

Sentiment and emotion analysis

Understand the emotional temperature of a comment section through automated sentiment and emotion classification of individual comments.

Topic and subject extraction

Identify the most frequently discussed subjects so you can see what viewers actually took away from the video.

Ask-the-comment-section search

Type a question and get an answer grounded in the actual comments, useful for gauging demand for a follow-up video.

Strengths & Pros

+Fast way to summarise sentiment across thousands of comments
+Surfaces recurring topics that are hard to spot by scrolling
+Interactive question-answering over the comment section
+Useful for both audience research and post-publish reporting
+

Frequently Asked Questions: Comment Explorer vs VidStats

Comment Explorer has 0 monthly visits, while VidStats has 5,363. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Comment Explorer vs vidIQ

7.78M visits/mo

vidIQ vs VidStats

7.78M visits/mo

Archivarix Tube Search vs Comment Explorer

296.02K visits/mo

Archivarix Tube Search vs VidStats

301.39K visits/mo

Comment Explorer vs OutlierKit

154.31K visits/mo

OutlierKit vs VidStats

159.67K visits/mo

Best Alternatives to Comment Explorer & VidStats (12)

VidStats

Realtime YouTube analytics plus AI tools that turn your numbers into your next upload

Realtime analytics dashboard

See views for the last 60 minutes and 48 hours minute by minute, along with top videos, traffic sources, Shorts versus long-form, and concurrent stream viewers, all synced from YouTube Studio every minute by the VidStats Chrome extension.

Dashboard-wide filtering and period comparison

Filter by country, device, traffic source, format or single video and every panel on the page recalculates. Every number is compared against the previous period on one zoomable chart covering views, watch time, subscribers, engagement and revenue.

Audience intelligence and retention curves

Age and gender splits, subscribers versus casual viewers, devices, top countries and cities, an interactive 3D globe, and an audience retention curve that shows how well your first 30 seconds hold viewers.

Smart Upload and Scheduler

Upload straight to YouTube with the SEO work already done: a target keyword pulled from live search suggestions, AI-written title, description, tags and chapters, a live SEO score, AI thumbnails built from your own frames, 25-language translations, and scheduling at your best-performing hour.

Strengths & Pros

+Reports exact realtime views synced from YouTube Studio instead of modeled estimates
+Analytics and AI tools live in one product, so insight flows straight into publishing
+Transparent about data it cannot split rather than filling gaps with guesses
+Chrome extension brings SEO fixes, comment replies and chapter tooling inside YouTube itself
+Shareable read-only dashboard links with revenue hidden by default for sponsor reporting
+Free standalone YouTube tools and a no-signup demo let you evaluate before paying

Limitations

–Requires connecting a YouTube channel via Google sign-in to see your own analytics (free tools and the demo work without an account)
–AI pro tools run on a credit system, so heavy usage can exhaust the monthly allowance before the billing date
–Unused credits don't roll over to the next month
–There's no permanently free plan for the analytics dashboard or AI tools, only a 7-day trial
–Realtime minute-level view syncing depends on the Chrome extension being open in the browser