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Alloy.ai vs. Metabase

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

Metabase starts at Free per seat, versus Alloy.ai at $1,531. Alloy.ai carries the higher aggregate rating (4.6/5 vs 4.4/5). Alloy.ai lists more integrations (450+ vs 20+).

Full comparison

Alloy.aifrom $1,531 per month
Metabasefrom Free
Audyense Score61ASFair62ASFair
PositioningDemand and inventory control tower for consumer brandsOpen-source BI that makes dashboards and self-serve analytics approachable.
Free tierNoYes
DeploymentCloud / SaaSCloud / SaaS, On-premise
Best fitMid-market, EnterpriseStartup, SMB, Mid-market, Enterprise
Pricing plans
  • Base$1,531
  • Open SourceFree
  • Starter$85
  • Pro$500
  • EnterpriseCustom pricing
450+ data source integrationsYes—
AI Replenishment AgentYes—
AI Performance Reporting AgentYes—
Natural-language data analysis (Lens)Yes—
SKU-location level real-time monitoringYes—
Embedded analytics—Yes
SSO—YesSAML/OIDC are commercial features.
Open-source deployment—Yes
SQL editor—Yes
Scheduled reports and alerts—Yes
AI-assisted analytics—YesMetabot and AI controls available on paid plans.
No-code query builder—Yes
Row-level permissions—YesCommercial tiers add row- and column-level permissions.
Integrations verified450+20+
Aggregate rating4.6 · 24 reviews4.4 · 144 reviews
Integrations—
PostgreSQLMySQLMongoDBSnowflakeAmazon RedshiftGoogle BigQuery+9 more
Security & compliance
SOC 2 Type II
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
  • Open-source edition is always free and can be self-hosted.
  • Friendly interface for both SQL users and business stakeholders.
  • Supports internal dashboards, scheduled subscriptions, alerts, and embedded analytics.
  • Broad database coverage and a clear path to AI-assisted querying.
Cons
  • Minimum one-year commitment across all tiers
  • Visualization customization and advanced analytics lag heavyweight BI suites.
  • Large or complex workloads can expose database and query-performance bottlenecks.
  • SSO, audit logs, fine-grained permissions, and some embedding controls are paid-plan features.
  • Self-hosting adds upgrade, availability, and security-operations responsibility.
Visit Alloy.ai ↗Visit Metabase ↗