Humblytics vs Looker Studio in 2026: Revenue-verified tracking vs free reporting layer
One tool captures the events and ties them to Stripe revenue. The other is a free dashboard builder that sits on top of data you already have. They rarely compete for the same budget line.
Humblytics
Looker Studio- Humblytics is a data source: it tracks events, runs A/B tests, and scores every variant against actual Stripe revenue. Looker Studio has no tracking script of its own; it visualizes data pulled from other connectors.
- Looker Studio is free with no usage caps on reports or pages. Humblytics starts at $19/month and gates its Agent API behind the Business plan.
- Humblytics runs cookieless with no consent banner required. Looker Studio inherits whatever consent status the underlying connected sources (like GA4) already have.
- Looker Studio connects to over 800 partner data sources including GA4, Search Console, Google Ads, and BigQuery. Humblytics connects to Meta Ads, Google Ads, and Stripe specifically for its revenue attribution.
- Humblytics includes A/B testing and heatmaps in the core product. Looker Studio has neither; it is a reporting and dashboarding layer only.
- For teams already inside the Google ecosystem needing a free reporting layer, Looker Studio wins on price. For teams that need to know which page or ad variant actually made money, Humblytics is the only one of the two built for that question.
Humblytics and Looker Studio show up in the same "analytics tool" searches but solve different problems. Humblytics is a cookieless tracking script that runs A/B tests and heatmaps, then scores every variant by the actual Stripe MRR it produced, starting at $19 a month. Looker Studio is Google's free report builder: it does not collect any data of its own, it connects to sources you already have (GA4, Search Console, Google Ads, BigQuery, and 800-plus partner connectors) and turns them into shareable dashboards. If you need something to generate revenue-attributed events and run experiments, that is Humblytics. If you need something to visualize and share data you are already collecting elsewhere, that is Looker Studio. Plenty of teams end up using both.
The tools at a glance
Humblytics
Revenue-verified analytics and A/B testing that ties every ad, page, and experiment directly to Stripe MRR.
Humblytics is a cookieless analytics and A/B testing script built around a single idea: a variant only wins if it produces more Stripe revenue, not more clicks. Every page view, funnel step, and test exposure gets joined to the Stripe transaction it eventually produced, so the dashboard reports dollars rather than proxy metrics.
The product bundles analytics, A/B testing, funnels, and heatmaps into one script, with heatmaps ranked by the revenue a page earns rather than just click density. Meta Ads and Google Ads connections let it attribute spend to actual Stripe MRR at the campaign and creative level, correcting for the over-attribution that platform-native reporting tends to apply.
It is built for teams running paid traffic, not for teams that need a general-purpose reporting layer. There is no dashboard-building tool for pulling in outside data sources, and non-Stripe payment processors are not supported for revenue verification.
| Feature | Plus From $19/mo | Business Contact for pricing | Scale Contact for pricing | Enterprise Custom |
|---|---|---|---|---|
| A/B tests | 1 | 5 | Unlimited | Unlimited |
| Ad attribution (Meta, Google) | Yes | Yes | Yes | Yes |
| Agent API | No | Yes | Yes | Yes |
| Cookie-free tracking | Yes | Yes | Yes | Yes |
| 14-day free trial | Yes | Yes | Yes | No |
Looker Studio
Free Google-native reporting tool for building interactive dashboards connected to Search Console, GA4, Ads, and 800+ other data sources
Looker Studio is Google's free, browser-based report builder. It does not track anything on its own; you connect existing data sources (GA4, Search Console, Google Ads, BigQuery, Sheets, and hundreds of partner connectors) and drag fields onto a canvas to build shareable dashboards that refresh automatically.
The native Google connectors need no API credentials beyond a normal Google login, which makes it the fastest path from raw GA4 or Search Console data to a client-ready report. The partner marketplace extends this to over 800 additional platforms, though connector quality varies since many are community-maintained rather than first-party.
The ceiling shows up with scale and complexity: large datasets slow the interface down, there is no built-in alerting, and chart variety trails dedicated BI tools like Tableau or Power BI. Looker Studio Pro adds team workspaces and an SLA, but pricing is not public and typically assumes an existing Google Workspace commitment.
| Feature | Free Free | Looker Studio Pro Contact for pricing |
|---|---|---|
| Reports and dashboards | Unlimited | Unlimited |
| Google native connectors | Yes | Yes |
| Partner connectors | 800+ | 800+ |
| Team workspaces | No | Yes |
| API access | Yes | Yes |
Head-to-head feature comparison
| Feature | Humblytics | Looker Studio |
|---|---|---|
| Primary use case | Revenue-verified analytics and A/B testing | Dashboard and reporting layer for existing data |
| A/B testing / CRO | Yes | No |
| Cookieless tracking | Yes | N/A, no first-party tracking script |
| Revenue (Stripe) attribution | Yes (Stripe MRR) | No |
| Native GA4 / Search Console connector | No | Yes |
| Partner connector marketplace | No | Yes (800+) |
| Heatmaps | Yes | No |
| Free tier | No (14-day trial only) | Yes, free tier is the core product |
| API access | Agent API on Business plan | Yes (Looker Studio API) |
| Starting price | $19/mo | Free |
Which should you choose?
HumblyticsLooker StudioLooker StudioHumblyticsLooker StudioHumblyticsThese two rarely compete for the same line item because they sit at different layers of the stack. Humblytics is the thing generating revenue-attributed data: it needs to be installed as a tracking script and paid for on a tier. Looker Studio is free and has nothing to track on its own, it just reports on data collected elsewhere. The realistic comparison is not "which one should we buy" but "do we need Stripe-verified experimentation, a free reporting layer, or both."
Bottom line
Install Humblytics if you are running paid traffic tests and want the winner decided by actual Stripe MRR instead of click-through rate. Use Looker Studio, for free, if you just need to turn GA4, Search Console, and Google Ads data into a shareable dashboard. Many performance marketing teams end up running both: Humblytics for revenue-verified testing, Looker Studio as the free reporting layer that pulls in everything else.
Frequently asked questions
Can Looker Studio replace Humblytics for A/B testing?
No, Looker Studio has no A/B testing capability of its own. It is a reporting and visualization layer that connects to data sources you already have; it cannot serve variants, track exposures, or score a test winner. Humblytics is the tool that actually runs the experiment and ties the result to Stripe revenue.
Is Humblytics worth paying for if Looker Studio is free?
The two are not substitutes, so the free price of Looker Studio does not offset the value of Humblytics. Looker Studio cannot verify that an A/B test winner actually produced more Stripe revenue, since it has no tracking script and nothing to attribute. If revenue-verified testing is what you need, Humblytics at $19 a month is doing a job Looker Studio was never built for.
Can I connect Humblytics data into a Looker Studio dashboard?
Humblytics does not list a native Looker Studio connector among its documented integrations, so any combined reporting today would need a manual export or a custom connector build. For teams that want both revenue-verified testing and a free shared dashboard, plan on treating Humblytics as the source of truth for test results and Looker Studio as the layer for everything already flowing through GA4, Ads, and Search Console.
Which tool is better for a small SaaS founder on a tight budget?
It depends on what is missing. If the founder already has GA4 and Search Console but no reporting layer, Looker Studio at zero cost is the obvious first move. If the founder is running paid traffic and cannot tell whether a pricing page change actually increased Stripe MRR, Humblytics' $19-a-month Plus plan answers a question Looker Studio cannot.
Does Looker Studio require a consent banner the way analytics tools usually do?
Looker Studio itself collects no visitor data since it is a reporting layer, but any consent requirement comes from the underlying source you connect, such as GA4. Humblytics avoids this question entirely on its own tracking because it is cookieless by design and does not require a consent banner.