Looker vs Recursion

Side-by-side comparison to help you choose the best tool.

Looker

paid

Data & Analytics

4.4 / 5.0

Looker (Google Cloud) is a business intelligence and data analytics platform known for its LookML semantic layer, which centralises metric definitions and enables consistent reporting across the organisation. Its AI features include Looker Studio with generative AI data, AI-assisted LookML generation, and integration with Gemini for natural language data exploration. Acquired by Google, Looker is the leading BI platform for organisations on Google Cloud.

Best for: Data and analytics teams on Google Cloud wanting a governed semantic layer with AI natural language querying and embedded analytics

Visit Looker

Recursion

paid

Data & Analytics

4.4 / 5.0

Recursion is a clinical-stage biotechnology company using AI to industrialise drug discovery. It combines large biological image datasets with ML to identify disease-biology relationships and predict therapeutic candidates. Recursion's platform has generated one of the largest proprietary biological datasets in existence, enabling AI-driven target identification and compound screening at new scale.

Best for: Pharmaceutical partners seeking AI drug discovery collaboration with one of the world's leading clinical-stage AI biotech companies

Visit Recursion

Feature Comparison

Feature	Looker	Recursion
Pricing	paid	paid
Category	Data & Analytics	Data & Analytics
Rating	★★★★☆ 4.4	★★★★☆ 4.4
Best For	Data and analytics teams on Google Cloud wanting a governed semantic layer with AI natural language querying and embedded analytics	Pharmaceutical partners seeking AI drug discovery collaboration with one of the world's leading clinical-stage AI biotech companies
Views	67	66

Pros & Cons — Looker

Pros

LookML semantic layer ensures metric consistency org-wide
Best BI platform for Google Cloud environments
Embedded analytics capabilities are best-in-class

Cons

LookML has a steep learning curve
Less flexible than Tableau for ad-hoc exploration

Pros & Cons — Recursion

Pros

Pioneer in AI-driven drug discovery at scale
Proprietary dataset is a competitive moat
Active clinical programmes validate the approach

Cons

Pharmaceutical industry-specific
Platform not publicly available

Key Features — Looker

LookML semantic layer for consistent metrics
Gemini AI natural language querying
Embedded analytics
AI-assisted LookML generation
Real-time data exploration

Key Features — Recursion

AI-powered target identification
Large-scale biological image analysis
ML compound screening
Disease-biology mapping
Partnership programs

Browse All Tools Best AI Tools