icCube
by icCubeicCube suits B2B SaaS companies embedding analytics into their products, especially those needing self-hosted or cloud deployment and fine-grained access controls.
Facts read 20 Sep 2026 – 19 Oct 2026
If you’re bringing analytics into a product, compare how each tool can be deployed and embedded, then consider who can see what. The ranking puts Bold BI, ClicData, and ThoughtSpot among its first entries. Row-level security and SSO support speak to access requirements, while white-label analytics concerns how embedded reports are presented. Included viewers, free-plan availability, and paid-from pricing add useful points of comparison as you weigh the options. Check the listed deployment and embedding modes against the way your product is built, and consider what viewer access and branding your users will need.
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 icCube | icCube suits B2B SaaS companies embedding analytics into their products, especially those needing self-hosted or cloud deployment and fine-grained access controls. | 5.5 | $1,950 a month | Free trial | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 02 Yurbi | It is designed for ISVs and SaaS teams embedding branded, multi-tenant analytics in products they sell. | 5.2 | $10,000 a year | Free trial | Web, Windows, Linux, API | 7 Oct 2026 |
| 03 ClicData | 5.0 | — | Free trial | Android, iPhone & iPad, Web, Windows | 19 Oct 2026 | |
| 04 MyReportPortal | 4.9 | — | Free trial | Web, API | 15 Oct 2026 | |
| 05 DataReportive | DataReportive suits teams that need to turn SQL data into scheduled or condition-triggered reports for email, Slack, or dashboards. | 4.8 | $99 a month, billed yearly | Free trial | Web, API | 29 Sep 2026 |
| 06 Sisense | Sisense suits startups and growing teams seeking embedded analytics, as well as enterprises and regulated industries needing deployment choices and security controls. | 4.8 | — | Free trial | Web, Windows, Linux, API | 14 Oct 2026 |
| 07 Holistics | Holistics is intended for data teams building governed models and business users who need to explore datasets or create reports without SQL. | 4.6 | $960 a month, billed yearly | Free trial | Web, API | 7 Oct 2026 |
| 08 Tractorscope | Tractorscope suits developers, product teams, operators, startups, and small to medium businesses needing internal or embedded analytics. | 4.6 | $5 a month | Free trial | Web, API | 8 Oct 2026 |
| 09 Reveal BI | Reveal BI is designed for SaaS companies, software vendors and teams building customer-facing analytics into applications. | 4.5 | — | Free trial | Web, Windows, Mac, Linux | 8 Oct 2026 |
| 10 Yellowfin Embedded Analytics | It suits software vendors and other product teams embedding branded analytics into applications. | 4.4 | — | Free trial | Web, Windows, Mac, Linux | 3 Oct 2026 |
icCube suits B2B SaaS companies embedding analytics into their products, especially those needing self-hosted or cloud deployment and fine-grained access controls.
It is designed for ISVs and SaaS teams embedding branded, multi-tenant analytics in products they sell.
WebWindowsLinux+2DataReportive suits teams that need to turn SQL data into scheduled or condition-triggered reports for email, Slack, or dashboards.
WebAPISisense suits startups and growing teams seeking embedded analytics, as well as enterprises and regulated industries needing deployment choices and security controls.
Holistics is intended for data teams building governed models and business users who need to explore datasets or create reports without SQL.
Tractorscope suits developers, product teams, operators, startups, and small to medium businesses needing internal or embedded analytics.
Reveal BI is designed for SaaS companies, software vendors and teams building customer-facing analytics into applications.
It suits software vendors and other product teams embedding branded analytics into applications.
Sumboard suits B2B SaaS product teams embedding analytics for customers.
ThoughtSpot may suit teams looking for cloud analytics with natural-language queries, scheduled reports, or embedded analytics.
DataBrain suits B2B SaaS companies that want embedded, customizable analytics for customers or internal teams.
It is designed for software teams building embedded analytics into applications.
It suits product teams embedding analytics for customers, internal data teams, and compliance-sensitive teams.
Toucan suits teams that need browser-based interactive dashboards connected to varied business data sources.
Bold BI may suit organizations that need analytics with real-time refresh, scheduled reporting, or embedded analytics.
It is presented for SaaS product teams adding analytics, data leaders standardizing metrics, portal owners sharing information externally, and security-conscious…
Embeddable suits product and engineering teams adding customer-facing analytics to their applications.