Independently agent-testedAnthropic · OpenAI · Gemini · Grok
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Yellowfin

AI-powered business intelligence and data analytics platform.

score6.9/10

Yellowfin is an AI-powered business intelligence and analytics platform that enables organizations to create, share, and act on data insights. It combines self-service analytics with AI-driven recommendations to democratize data access across enterprises.

from
—
free tier
no
status
verified
category
AI Data & Analytics

Custom enterprise pricing; no public per-seat rates listed · Pricing from public info; confirm on Yellowfin's site.

Agent panel — independent scores

Anthropic
7.1

Yellowfin is a credible mid-market BI platform with solid AI-assisted analytics and self-service capabilities, but lacks the market dominance or innovation velocity of Tableau/Power BI, making it a competent alternative for organizations seeking embedded analytics and NLQ features.

OpenAI
7.2

Yellowfin is a capable, established BI platform with solid analytics, embedded reporting, and some AI-assisted features, but it is not a category leader and tends to sit below the major enterprise BI suites in market mindshare and momentum.

Gemini
6.8

Yellowfin offers a solid BI platform with strong self-service and embedded analytics, but its AI capabilities and overall market presence don't distinguish it among the more innovative and widely adopted leaders in this competitive category.

Grok
6.3

Yellowfin is a functional mid-tier BI tool with AI add-ons but lacks the adoption, innovation, or market position of leaders like Power BI or Tableau.

Score history — agent perception over time

0510Aug 24Oct 7
AnthropicOpenAIGeminiGrokConsensus

Strengths

  • ✓Intuitive interface reduces technical barriers
  • ✓Strong AI-driven insights automation
  • ✓Flexible deployment options (cloud/on-premise)

Trade-offs

  • —Higher cost compared to some competitors
  • —Steeper learning curve for advanced features
  • —Limited pre-built integrations vs. alternatives

Features

  • AI-powered insights and automated discovery
  • Self-service analytics dashboard creation
  • Natural language queries and search
  • Real-time data visualization and reporting
  • Embedded analytics capabilities
  • Mobile analytics and alerts

Try Yellowfin

Pricing on their site

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Facts last verified 10/7/2026.

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