Side-by-side record

Alloy.ai vs. Omni Analytics

Built from each tool’s researched, reviewed record. Figures are checked against public pricing pages at research time — always confirm current pricing with the vendor before buying.

The short version

Alloy.ai starts at $1,531 per seat, versus Omni Analytics at Custom pricing. Omni Analytics carries the higher aggregate rating (4.8/5 vs 4.6/5). Alloy.ai lists more integrations (450+ vs 24+).

Full comparison

	Alloy.aifrom $1,531 per month	Omni Analyticsfrom Custom pricing
Audyense Score	61ASFair	59ASFair
Positioning	Demand and inventory control tower for consumer brands	Governed BI and embedded analytics built around a shared semantic layer.
Free tier	No	No
Deployment	Cloud / SaaS	Cloud / SaaS
Best fit	Mid-market, Enterprise	SMB, Mid-market, Enterprise
Pricing plans	Base$1,531	Free trialCustom pricing BusinessCustom pricing EmbeddedCustom pricing EnterpriseCustom pricing
450+ data source integrations	Yes	—
AI Replenishment Agent	Yes	—
AI Performance Reporting Agent	Yes	—
Natural-language data analysis (Lens)	Yes	—
SKU-location level real-time monitoring	Yes	—
Embedded analytics	—	Yes
Semantic layer / data modeling	—	Yes
SAML SSO	—	Yes
SQL editor	—	Yes
Spreadsheet formulas	—	Yes
AI analytics	—	Yes
Row and column permissions	—	Yes
No-code exploration	—	Yes
Integrations verified	450+	24+
Aggregate rating	4.6 · 24 reviews	4.8 · 64 reviews
Integrations	—	SnowflakeDatabricksAmazon RedshiftGoogle BigQueryPostgreSQLMySQL+9 more
Security & compliance	SOC 2 Type II	SOC 2 Type IIHIPAAGDPRCCPA
Pros	Recognized as a Leader in G2's Retail Analytics grid and High Performer in Demand Planning High reported ease-of-use and support satisfaction from reviewers	Shared semantic model keeps business metrics consistent across workbooks and embeds. Supports SQL, spreadsheet formulas, point-and-click exploration, and AI workflows. Strong embedded analytics story with white-labeling and customizable experiences. Detailed security controls including SAML, row/column permissions, and encrypted connections.
Cons	Minimum one-year commitment across all tiers	Pricing is quote-led and can be challenging to model for large embedded audiences. Advanced modeling and workbook organization take more time to learn. Fast product iteration can mean documentation and UI rough edges for new capabilities. Cloud-only delivery may not suit buyers requiring self-hosted analytics.
	Visit Alloy.ai ↗	Visit Omni Analytics ↗