Best YouTube Video Analytics Tools: 7 Tools Sorted by the Data They Read

TL;DR: YouTube Studio is the best video analytics tool for your own channel. It is free, and it is the only place to see private data such as retention, traffic sources and subscribers gained per video. Sprout Social and Unbox Social report on accounts you connect, Brand24 and the n8n agent read comment sentiment, and OutlierKit and Mittalmar analyze any public channel. Third-party tools that look at channels you don't own work from public data and estimate the rest.

Last updated: October 13, 2026

This list sorts seven tools by the job they do and the data they can reach. For a broader comparison of analytics tools, see our best YouTube analytics tools list. For what each metric means, read our YouTube analytics guide.

Which tool for which case?

Pick by the data you need: your own channel's numbers, comment sentiment, or what works on channels you don't own.

What does a YouTube video analytics tool measure?

A YouTube video analytics tool measures how a video performs and how viewers respond to it. What it can see depends on where its data comes from.

• YouTube Studio reads your channel's private data: watch time, retention, traffic sources and subscribers gained or lost per video. Only the owner and people the owner adds through channel permissions can see it.

• Tools that look at channels you don't own read public data: views, likes, comments, upload dates and subscriber counts. Audience demographics, earnings and retention for those channels are estimates. Our guide to YouTube analytics for other channels shows what you can and can't see.

Engagement analysis sits on top of both. It covers comment sentiment and recurring feedback, subscriber gain and loss tied to specific videos, preferences for format, length and tone, audience motivations, and which topics and angles draw the most response.

How did we pick these tools?

We picked tools that analyze YouTube videos or their comments and sorted them by the job they do best. We compared them on:

• how far the engagement data goes beyond views

• whether the output tells you what to change

• price for a solo creator

• setup effort

Feature and price details come from each vendor's own pages, checked on 28 September 2026. Unbox Social publishes no price, and its site was down on that date.

What are the best YouTube video analytics tools?

1. YouTube Studio: best free option for your own channel

Starting Price: Free
Best For: Any creator who needs exact data on their own videos

YouTube Studio is the only tool that shows your channel's private analytics, and it costs nothing. It covers only channels you own or have permission to manage. Its key moments for audience retention report shows where each video held or lost viewers. Studio also breaks down your audience by age, gender and location; our walkthrough on how to check YouTube video demographics covers where to find it.

Key Engagement Features:

• Comment filtering by top, newest, subscriber-only and questions

• Subscribers gained and lost, with the source of each

• Audience retention graphs

• Traffic source breakdown

Pros:

• Free, with nothing to install

• Exact data straight from YouTube

• Regular feature updates from YouTube

Cons:

• No sentiment analysis or AI recommendations

• You read the graphs and decide what they mean

• Comment filters do not group comments by theme

• No data on channels you don't manage

Best Use Case: Every creator should start here. Add a paid tool only for a job Studio doesn't do.

2. Sprout Social: best for multi-platform reporting

Starting Price: $79 per seat/month billed annually (Essentials, $99 month to month); Standard is $199 per seat/month
Best For: Agencies and social teams managing several accounts

Sprout Social puts YouTube engagement metrics in one dashboard with your other social platforms. It is built for teams, with a 30-day free trial and no card required.

Key Engagement Features:

• Cross-platform engagement comparison

• One inbox for comments across networks

• Team tools for assigning and answering comments

• Custom reports for stakeholders

Pros:

• One view across platforms

• Collaboration features for teams

• Ready-made reporting templates

Cons:

• Per-seat pricing gets costly for a solo creator

• YouTube features are shallower than YouTube-only tools

• Built for teams, so a single creator pays for features they won't use

Best Use Case: Marketing agencies that run YouTube as one part of a social strategy for several clients.

3. Unbox Social: best for subscriber tracking

Starting Price: Custom pricing
Best For: Creators focused on subscriber growth

Unbox Social charts subscriber growth and churn so you can see which videos won or lost subscribers.

Key Engagement Features:

• Subscribers gained and lost, broken down by video

• Campaign impact on subscriber growth

• External traffic source analysis

• Subscriber trend charts

Pros:

• Dashboard focused on subscriber metrics

• Shows which videos lose subscribers

• Campaign attribution for paid promotions

Cons:

• Little beyond subscriber metrics

• No comment analysis or audience psychographics

• No public pricing

• No content recommendations

Best Use Case: Channels losing subscribers without a clear reason, who need to find the videos behind it.

4. OutlierKit: best for analyzing any public video or channel

Starting Price: $49/month (Hobby); Pro $99/month, Max $399/month
Free Trial: 30 credits, no card required
Best For: Experts, consultants and coaches (or the agencies that run their channels) who want to know what outperforms in their niche before they plan the next video

OutlierKit is a YouTube research and planning tool built for experts, consultants and coaches who use YouTube to share what they know. It analyzes any public YouTube video or channel, yours or a competitor's. It is a research layer, not a replacement for YouTube Studio: it does not connect to your Studio account, so it cannot show your own retention, watch time or traffic sources. It reads public data and scores each video against its own channel's median views, so you see which topics and formats beat the baseline. Audience data is inferred from public signals, so treat it as directional. For more tools that break down a single video, see our list of YouTube video analyzer tools.

Key Features:

Outlier Research (2 credits)

• Scores each video against its channel's own median views

• Shows which topics and angles outperform in your niche

Channel analysis (10 credits)

• Subscriber and view trajectory, with 30-day and 90-day median views

• The channel's outlier videos, upload frequency, topics and formats

• Demographic and psychographic insights, inferred from public data

Video Script Analysis (10 credits)

• Breaks down a video's script, including hook strength

• Scores which parts of the video carry it

Competitor Studio (50 credits, Pro and Max)

• Scans a whole niche from one channel URL

• Comment intelligence across the niche: requests, pain points and praise

• Audience psychographic segments with motivations and content preferences

Title, Description, Chapters and Script review (every plan and the free trial)

• Writes 16 titles ranked against real breakout videos near your topic, the description and hashtags, and chapter titles, then scores the script you wrote before you record

MCP connector (Pro and Max)

• Lets Claude use OutlierKit's research tools: outlier search, channel and video data, transcripts, comments and keyword research

Pros:

• Works on any public channel, including competitors you can't see in Studio

• Compares videos with their own channel's baseline instead of raw views

• Web app, no browser extension needed

Cons:

• No access to your private analytics; use YouTube Studio for retention and traffic

• Audience data is inferred, not measured

• Competitor Studio needs Pro or Max

• Does not write scripts from scratch, design thumbnails or A/B test

• Newer platform with a smaller user base than established tools

What users say:

"OutlierKit gives a lot of useful YouTube data without making you dig through endless numbers. The analysis surfaces the details that actually matter." (Casey Brandon, creator, Product Hunt review)

"I really liked how clean the analysis results were, especially the importance score. It actually helps you see which parts of a video are doing the heavy lifting. The analysis was quick too." (Hossein Yazdi, founder, WebCurate, Product Hunt review)

"I was consistent with uploading videos, but at a certain point, I wasn't able to understand how things were working. With Outlier Kit, I was really able to understand the competitor landscape and identify the kinds of opportunities I could bet on." (Sai Teja Challapalli, creator, Product Hunt review)

User Rating: 5.0/5 from 13 Product Hunt reviews

Pricing:

• Hobby: $49/month ($299/year)

• Pro: $99/month ($599/year)

• Max: $399/month ($1,999/year)

• Free Trial: 30 credits, no credit card required. There is no free plan.

Best Use Case: Pair it with YouTube Studio. Studio tells you how your last video did; OutlierKit shows what is working for other channels in your niche, so your next video starts from a proven topic.

Try OutlierKit Free →

Watch: YouTube analytics for any channel, including ones you don't own.

5. Brand24: best for sentiment analysis

Starting Price: $199/month billed annually ($249 month to month)
Best For: Brands monitoring reputation and audience sentiment

Brand24 runs AI sentiment analysis on comments and social mentions, including YouTube. It suits brands that care how audiences talk about them. Every plan includes a 14-day free trial.

Key Engagement Features:

• Sentiment analysis that sorts comments into positive, negative and neutral

• Influencer identification in your comment section

• Topic tracking to spot trending discussions

• Real-time alerts when sentiment shifts

Pros:

• AI sentiment detection

• Monitors platforms beyond YouTube

• Automated reports for teams

Cons:

• Expensive for individual creators ($199/month minimum on annual billing)

• Tracks sentiment, not which content to make

• Takes time to learn the full feature set

• More than most creators need if brand reputation is not a concern

6. n8n YouTube Analytics Agent: best for automation

Starting Price: Free template; you pay for n8n hosting and OpenAI API usage
Best For: Technical users who want custom, automated comment analysis

The n8n YouTube Analytics Agent template pulls a video's comments through the YouTube API, runs them through GPT-4 and emails you a report. You add video IDs to a Google Sheet to trigger it.

Key Engagement Features:

• Fetches up to 100 top comments per video

• GPT-4 analysis of sentiment, themes, questions and feedback

• HTML email reports with a sentiment breakdown

• Google Sheets tracking so no video is processed twice

• Workflow you can edit to fit your needs

Pros:

• Free template on an open-source platform

• Fully customizable

• Automated reports save manual reading

Cons:

• Needs technical setup and hosting

• Not beginner-friendly

• Reads only the top 100 comments per video

• You maintain it yourself

7. Mittalmar: best for research plus title and thumbnail packaging

Starting Price: $29.99/month (Starter); Pro $69.69/month
Best For: Creators who want to research other channels and package the next video in one place

Mittalmar is a research and packaging tool, not a comment analyzer. It tracks other channels, finds outliers and formats, and helps you build titles and thumbnails. Starter tracks up to 25 channels and Pro up to 50. Eligible new monthly subscribers get a one-day free trial, per its pricing page.

Key Features:

• Research on niches, outliers and formats

• Saved searches that keep collecting relevant videos

• Title angles and a thumbnail generator, reviewer and tester

• Projects that hold the idea, title and thumbnail together

Pros:

• Research and packaging in one workspace

• Tracks competitor channels

• Public pricing

Cons:

• No access to your private analytics

• No comment sentiment analysis

• Channel tracking is capped by plan

• Short one-day trial

How do the tools compare side by side?

YouTube Studio is the only free tool with your private data; the paid tools differ mainly in whether they read your accounts, public data or comments.

Which tool should you choose?

Start with YouTube Studio, then add one tool for the job Studio can't do.

• No budget: YouTube Studio. Add the n8n agent if you can set up a workflow.

• Expert, coach or solo creator planning the next video: YouTube Studio for your own numbers, plus OutlierKit for what works on other channels in your niche.

• Losing subscribers: Unbox Social, to find the videos behind the drop.

• Agency or social team: Sprout Social, for one dashboard and client reports.

• Brand watching its reputation: Brand24, for sentiment alerts across platforms.

• Packaging titles and thumbnails: Mittalmar, for research and packaging in one place.

Related reading

• Best YouTube analytics tools compared

• YouTube analytics guide: what each metric means

• YouTube competitor analysis guide

• How to see YouTube analytics for other channels

• Best YouTube data tools

Sources

• YouTube Help: key moments for audience retention: the report shows "how well different moments of your video held viewers' attention."

• YouTube Help: channel permissions: only people the owner adds can view channel analytics.

• Sprout Social pricing: Essentials "$79 per seat/month" billed annually, Standard $199, 30-day free trial.

• Brand24 pricing: Individual "$199 per month, billed annually" ($249 monthly), 14-day free trial, AI sentiment analysis on every plan.

• n8n template 4459: "Fetches up to 100 top comments per video" and analyzes them with GPT-4.

• Mittalmar pricing: Starter $29.99/month (up to 25 channels), Pro $69.69/month (up to 50).

• OutlierKit Channel Analyzer help: 10 credits per analysis; audience data is inferred from public data.

• OutlierKit on Product Hunt: 5.0/5 from 13 reviews.