KubitAgent Observability with Behavior Analytics
vs
OpenPanelAn open-source alternative to Mixpanel
Comparison · Product Analytics · weekly run Nov 3
Kubit vs OpenPanel
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
OpenPanel is the stronger AI pick in Product Analytics: it has a visibility score of 0.6 versus 0.3 for Kubit.
Choose Kubit if…
- Recommended as an alternative for product analytics on your own data warehouse
Choose OpenPanel if…
- You want the brand AI engines rank higher (0.6 vs 0.3)
- You need a self-hosted or on-premises option
- You need GDPR compliant coverage
- privacy-focused deployments
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Kubit | OpenPanel |
|---|---|---|
| Visibility score | 0.3% | 0.6% |
| Change vs last week | New | New |
| Rank in Product Analytics | #26 | #25 |
| Share of voice | 0.2% | 0.4% |
| Mentions this run | 1 | 2 |
| Positive in AI answers | — | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Kubit +0.3pp · OpenPanel +0.6pp over 1 weekly runs.
Engine by engine
OpenPanel leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
KubitOpenPanel
Head to head in AI answers
0 engine answers name both brands
0Kubit ranked higher
0OpenPanel ranked higher
Features, pricing & fit
| Dimension | Kubit | OpenPanel |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | $2.5 / mo |
| Free plan | — | No · 30-day trial |
| Deployment | Runs inside the customer's own data warehouse, with no SDK or pipeline to install. | Cloud (EU-hosted) or self-hosted with Docker Compose |
| Compliance | — | GDPR compliant |
| Support | Email support@kubit.ai, /kubit:support command in Claude Code | Email hello@openpanel.dev, Discord community chat, Public feedback board |
| Founded | 2018 | 2023 |
| Headquarters | Los Altos, California, US | Stockholm, Sweden |
| Employees | 11–50 | — |
| Funding | Series A, led by Insight Partners with Shasta Ventures and TSVC · $24M raised | — |
| Best for | Teams running AI agents that want to find failure patterns in traces already stored in their data warehouse. | Teams that want web and product analytics in one tool, hosted in the EU or on their own servers |
Plans side by side
Kubit
Pricing not available.
OpenPanel
5K events per month$2.5month
10K events per month$5month
100K events per month$20month
250K events per month (Most popular)$30month
500K events per month$50month
1M events per month$90month
2.5M events per month$180month
5M events per month$250month
10M events per month$350month
20M events per month$530month
30M events per month$680month
50M events per month$900month
Pros and cons
Themes from the AI answers that mention each brand
Kubit
- Recommended as an alternative for product analytics on your own data warehouse
OpenPanel
- privacy-focused deployments
- self-hosted deployments
- open-source infrastructure
- lightweight analytics
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 98.8%·next run
Cite as: SlateIndex, “Kubit vs OpenPanel”, https://slateindex.ai/compare/kubit-vs-openpanel, data of Nov 3, 2026. Licence: CC BY 4.0.