Schrödinger vs Cradle

Side-by-side comparison of AI visibility scores, market position, and capabilities

Cradle leads in AI visibility (49 vs 28)
Schrödinger logo

Schrödinger

EstablishedLife Sciences & BioTech

Computational Drug Discovery

Physics-based molecular simulation platform used by 1,700+ organizations. Q3 2025 software revenue up 54% YoY; $150M Novartis collaboration signed in early 2025.

AI VisibilityBeta
Overall Score
D28
Category Rank
#1 of 1
AI Consensus
84%
Trend
up
Per Platform
ChatGPT
28
Perplexity
29
Gemini
31

About

Schrödinger was founded in 1990 by Richard Friesner and David Pearlman in New York City, building physics-based computational methods for molecular simulation. For over 30 years the company has developed the industry-leading molecular modeling suite used by academic researchers, biotech startups, and large pharmaceutical companies to predict molecular properties, optimize lead compounds, and design drugs with greater precision than traditional empirical approaches.\n\nSchrödinger's platform—spanning FEP+ (free energy perturbation), Glide docking, WaterMap, and machine learning-enhanced property prediction—is used by over 1,700 organizations across pharma, biotech, and materials science. In early 2025, the company signed a landmark $150 million upfront collaboration with Novartis for multi-target drug discovery with potential milestones exceeding $2.3 billion. Software revenue grew 54% year-over-year in Q3 2025 as pharmaceutical companies accelerated adoption of computational-first drug discovery. Schrödinger also operates a proprietary drug pipeline, with SGR-1505 (MALT1 inhibitor) in Phase 1 for B-cell malignancies.\n\nSchrödinger occupies a unique hybrid position—part software platform, part drug discovery company—and is a benchmark of the AI/physics-based drug discovery movement. The company is publicly traded (SDGR) and is recognized as an essential tool for the modern small-molecule drug discovery workflow.

Full profile
Cradle logo

Cradle

ChallengerLife Sciences & BioTech

General

AI protein design platform combining language models with lab automation; active learning cycles for enzyme, antibody, and therapeutic protein engineering optimization.

AI VisibilityBeta
Overall Score
C49
Category Rank
#153 of 1158
AI Consensus
91%
Trend
stable
Per Platform
ChatGPT
58
Perplexity
56
Gemini
58

About

Cradle is a protein design platform using AI to help biotechnology and pharmaceutical companies engineer better proteins — enzymes, antibodies, and therapeutic proteins — with improved stability, activity, and manufacturability. Founded in 2021 and headquartered in Amsterdam with teams in San Francisco, Cradle raised approximately $24 million and targets biopharmaceutical, agricultural, and industrial biotechnology companies that need to engineer proteins with specific functional properties.

Full profile

AI Visibility Head-to-Head

28
Overall Score
49
#1
Category Rank
#153
84
AI Consensus
91
up
Trend
stable
28
ChatGPT
58
29
Perplexity
56
31
Gemini
58
29
Claude
60
24
Grok
57

Key Details

Category
Computational Drug Discovery
General
Tier
Established
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Schrödinger
Computational Drug Discovery

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