Google Analytics 4 vs Wicked Reports in 2026: Free general-purpose analytics vs $499/month new-customer attribution
GA4 tells you what happened on your site. Wicked Reports tells you which ad actually earned you a new customer and which ones just recycled your existing buyers.
Google Analytics 4
Wicked Reports- Google Analytics 4 is free for standard use with no hit limits. Wicked Reports starts at $499 per month on the Measure plan and scales with annual revenue up to $4,999+ per month on Enterprise.
- Wicked Reports filters out repeat-buyer credit from retargeting campaigns to isolate true new-customer acquisition cost, a distinction GA4 does not make natively.
- GA4 uses machine learning for churn and purchase probability predictions at the individual user level. Wicked Reports uses weekly AI (5 Forces AI) to classify entire ad campaigns as Scale, Chill, or Kill based on verified new-customer ROI.
- Wicked Reports' Attribution Time Machine matches sales back to the original click even months later, useful for long consideration cycles that GA4's standard attribution windows are not built to capture.
- GA4 has a free BigQuery export for unsampled historical data. Wicked Reports has no equivalent data warehouse export mentioned in its feature set.
- For a business with no meaningful paid ad spend, Wicked Reports offers little value. For an ecommerce brand spending $30K+ monthly on Meta or Google ads, GA4 alone cannot answer the new-customer attribution question Wicked Reports is built for.
Google Analytics 4 and Wicked Reports are built for different jobs even though both live under the "analytics" umbrella. GA4 is a free, general-purpose measurement platform: it tracks every event on your site or app, predicts churn and purchase probability, and syncs bidirectionally with Google Ads. Wicked Reports is a paid, ecommerce-specific attribution tool starting at $499 a month, purpose-built to separate genuine new-customer acquisition from retargeting campaigns that just take credit for repeat buyers. GA4 answers "what happened," Wicked Reports answers "which ad actually grew my customer base." Brands spending real money on Meta and Google ads and suspecting their platform-reported ROAS is inflated are the ones who need Wicked Reports on top of, not instead of, GA4.
The tools at a glance
Google Analytics 4
Free web and app analytics platform from Google with cross-platform measurement, machine learning predictions, and deep integration with Google Ads and Search Console.
Google Analytics 4 is the default, free analytics platform for measuring how users interact with a website or app. Its event-based model captures every interaction without predefined session constructs, and its machine learning layer predicts purchase and churn probability at the individual user level, feeding those predictions directly into Google Ads remarketing audiences.
GA4's attribution model is data-driven by default, distributing credit across touchpoints using machine learning rather than a fixed rule like last-click. That is a meaningful upgrade over legacy attribution, but it still relies on platform-level session and conversion data rather than a dedicated new-customer versus repeat-customer split.
What GA4 does not do is separate acquisition spend from retention spend the way a purpose-built ecommerce attribution tool does. It reports conversions and revenue, but it does not classify whether a given ad brought in a brand-new customer or simply closed a sale with someone who already knew the brand.
| Feature | Google Analytics 4 (Free) Free | Analytics 360 (Enterprise) Custom (enterprise contract) |
|---|---|---|
| Web and app tracking | Yes | Yes |
| Machine learning and predictions | Yes | Yes |
| Google Ads integration | Yes | Yes |
| New customer vs. repeat buyer split | No | No |
| BigQuery export | Yes, free | Yes, unsampled |
Wicked Reports
First-party attribution that shows which ads bring new customers, not just clicks.
Wicked Reports is a first-party attribution platform built specifically for ecommerce brands who want to know which ad campaigns bring genuinely new customers rather than which ones show inflated ROAS by claiming credit for repeat purchases. It has analyzed data from over 2,000 brands with that exact problem in mind.
The Attribution Time Machine matches every sale back to the original click that introduced the customer, even months later, which matters for higher-consideration products where GA4's standard attribution windows fall short. The weekly 5 Forces AI then classifies every campaign as Scale, Chill, or Kill using verified new-customer ROI, replacing manual weekly campaign audits with a prioritized action list.
The cost reflects the specificity. Pricing starts at $499 a month and scales with revenue, with Advanced Signal Meta CAPI and 5 Forces AI gated behind add-ons on lower tiers, and Enterprise jumping to $4,999+ a month. It is also almost entirely ecommerce-focused, so B2B or lead-gen businesses get little value from the core attribution model.
| Feature | Measure $499/month | Scale $699/month | Maximize $999/month | Enterprise From $4,999/month |
|---|---|---|---|---|
| New customer attribution | Yes | Yes | Yes | Yes |
| Attribution Time Machine | Yes | Yes | Yes | Yes |
| 5 Forces AI (weekly budget AI) | Add-on | Add-on | Yes | Yes |
| Advanced Signal Meta CAPI | Add-on | Add-on | Yes | Yes |
| API integrations | No | Yes | Yes | Yes |
Head-to-head feature comparison
| Feature | Google Analytics 4 | Wicked Reports |
|---|---|---|
| Starting price | Free | $499/mo |
| Free tier | Yes (unlimited) | No |
| New customer vs. repeat buyer attribution | No | Yes |
| Attribution lookback window | Standard windows (data-driven default) | Lifetime lookback (Attribution Time Machine) |
| AI campaign budget recommendations | No | Yes (5 Forces AI, weekly) |
| Google Ads integration | Yes, bidirectional | No |
| Meta Ads / CAPI integration | No | Yes (Advanced Signal Meta CAPI) |
| Data warehouse export | Yes, free BigQuery export | No |
| Machine learning predictions | Yes | No |
| Best suited business model | Any website or app | DTC / ecommerce with real ad spend |
Which should you choose?
Google Analytics 4Wicked ReportsGoogle Analytics 4Wicked ReportsGoogle Analytics 4Wicked ReportsThese two tools are not really substitutes for each other. GA4 is the free baseline every site should run regardless of business model. Wicked Reports is a paid add-on layer for a specific, expensive problem: ecommerce brands with real ad spend who cannot trust platform-reported ROAS because it does not separate new customers from repeat buyers. If you do not have that problem, or you are not spending enough on ads for it to matter, Wicked Reports' $499+ monthly price is hard to justify next to what GA4 gives you for free.
Bottom line
Run GA4 on every property regardless of what else you use; there is no reason not to. Add Wicked Reports specifically if you are an ecommerce brand spending $30K or more monthly on Meta or Google ads and need to know which campaigns are earning new customers versus recycling credit from repeat buyers GA4 cannot distinguish.
Frequently asked questions
Does Wicked Reports replace Google Analytics 4?
No, Wicked Reports is not a general web analytics replacement for GA4. It is a specialized attribution layer for ecommerce ad spend that sits alongside GA4 rather than instead of it, since GA4 still handles broader site and app behavioral tracking that Wicked Reports does not cover.
Why would a brand pay $499+ per month for Wicked Reports when GA4 is free?
Because GA4 does not separate new-customer acquisition from repeat-buyer conversions, which means retargeting campaigns can look artificially profitable in GA4's standard reports. Wicked Reports isolates true new-customer ROI, and for brands spending significant money on Meta or Google ads, correcting that blind spot is worth far more than the subscription cost.
Is Wicked Reports worth it for a small business just starting to run ads?
Probably not yet. Wicked Reports is priced for brands with meaningful ad spend, starting at $499 per month, and its value scales with the size and complexity of your acquisition budget. A business just starting out will get more immediate value from GA4's free tier and should consider Wicked Reports once ad spend crosses roughly $30,000 a month.
Can GA4 and Wicked Reports be used together?
Yes, most ecommerce brands using Wicked Reports also keep GA4 running for general site and app measurement. GA4 covers broad behavioral analytics and integrates with Search Console, while Wicked Reports handles the specific new-customer attribution and weekly campaign scaling decisions that GA4 was never built to make.
Does Wicked Reports work for B2B or lead-generation businesses?
Wicked Reports is primarily built for ecommerce brands using Shopify, WooCommerce, or similar cart platforms, and its new-customer attribution model is designed around transaction data. B2B or lead-gen businesses without a direct ecommerce checkout will find GA4 combined with a CRM-focused attribution tool a better fit.