Side-by-side record

Alloy.ai vs. Mode

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

Mode starts at Free per seat, versus Alloy.ai at $1,531. Alloy.ai carries the higher aggregate rating (4.6/5 vs 4.5/5).

Full comparison

	Alloy.aifrom $1,531 per month	Modefrom Free
Audyense Score	61ASFair	56AS*Fair
Positioning	Demand and inventory control tower for consumer brands	Analyst-first BI combining SQL, Python, R, dashboards, and advanced analytics.
Free tier	No	Yes
Deployment	Cloud / SaaS	Cloud / SaaS
Best fit	Mid-market, Enterprise	SMB, Mid-market, Enterprise
Pricing plans	Base$1,531	StudioFree BusinessCustom 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	—
Python and R notebooks	—	Yes
Interactive dashboards	—	Yes
Reusable datasets	—	Yes
Governed metrics	—	YesSupports dbt Semantic Layer integration.
Custom data apps	—	Yes
Advanced analytics	—	Yes
Role-based access control	—	YesEnterprise feature.
SQL editor	—	Yes
Integrations verified	450+	—
Aggregate rating	4.6 · 24 reviews	4.5 · 330 reviews
Integrations	—	SnowflakeAmazon RedshiftGoogle BigQueryPostgreSQLMySQLMicrosoft SQL Server+6 more
Security & compliance	SOC 2 Type II	—
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	Native SQL, Python, and R workflow with results flowing into dashboards and reports. Strong bridge between ad hoc analysis, advanced analytics, and self-serve reporting. Reusable datasets and governed metrics reduce repeated analyst work. Custom data apps and embedded analytics expand the use case beyond static dashboards.
Cons	Minimum one-year commitment across all tiers	The platform is optimized for analyst-led teams rather than pure business-user self-service. Enterprise identity, access, and support capabilities are not part of the free Studio tier. Pricing and packaging are less transparent for Business and Enterprise. Python/R environments and warehouse performance still require data-team administration.
	Visit Alloy.ai ↗	Visit Mode ↗