Relay Therapeutics vs Illumina

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

Illumina leads in AI visibility (79 vs 30)
Relay Therapeutics logo

Relay Therapeutics

EmergingLife Sciences & BioTech

AI Drug Discovery

Cambridge MA precision oncology biotech using Dynamo platform to exploit protein motion for drug design; lead asset RLY-2608 targets PI3Kα in breast cancer.

AI VisibilityBeta
Overall Score
D30
Category Rank
#7 of 7
AI Consensus
63%
Trend
up
Per Platform
ChatGPT
32
Perplexity
39
Gemini
24

About

Relay Therapeutics was founded in 2016 in Cambridge, Massachusetts, emerging from research at MIT and D.E. Shaw Research. The company is built around its Dynamo platform, which integrates computational protein motion modeling (molecular dynamics simulations) with structural biology and medicinal chemistry to design small-molecule drugs that exploit the dynamic conformational states of disease-relevant proteins—a dimension traditional structure-based drug design ignores.\n\nRelay's lead program, RLY-2608, is a first-in-class allosteric, mutant-selective PI3Kα inhibitor for advanced breast cancer patients with PI3KCA mutations. Unlike approved PI3Kα inhibitors that cause metabolic toxicity by inhibiting wild-type PI3Kα in normal tissues, RLY-2608 selectively targets the mutant form. The compound has shown early clinical promise including objective responses in patients who progressed on prior alpelisib, supporting a differentiated profile. Additional programs target FGFR2 and SHP2 in solid tumors.\n\nRelay has raised over $1.2 billion in equity financing and holds substantial cash reserves. The company is conducting multiple clinical trials and building a pipeline that validates its Dynamo-guided discovery approach. Though revenue-stage remains early, Relay represents a leading example of next-generation computational oncology companies seeking to turn protein dynamics insights into selective, differentiated medicines.

Full profile
Illumina logo

Illumina

LeaderLife Sciences & BioTech

Genomics & Sequencing

World's dominant DNA sequencing platform with ~80% market share; ~$4.34B FY2025 revenue. Powers clinical genomics, oncology diagnostics, and population-scale sequencing.

AI VisibilityBeta
Overall Score
B79
Category Rank
#1 of 1
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
71
Perplexity
79
Gemini
74

About

Illumina was founded in 1998 in San Diego and has grown into the undisputed leader in next-generation sequencing (NGS), with approximately 80% global market share across research and clinical applications. The company's sequencing-by-synthesis (SBS) chemistry and NovaSeq, NextSeq, and MiSeq instrument platforms have become the standard infrastructure for genomic research, clinical oncology, reproductive health, and infectious disease diagnostics worldwide.\n\nIllumina's business model combines high-margin consumable sales (flow cells, reagent kits) with instrument placements, creating a razor-and-blades recurring revenue structure. Its clinical sequencing segment showed accelerating growth in 2025, with clinical consumables revenue up 20% year-over-year in Q4. The company is expanding into spatial transcriptomics and multi-omics with new instruments unveiled at AGBT 2025, broadening its addressable market.\n\nIllumina reported $4.34 billion in FY2025 revenue and guides to $4.5–$4.6 billion for FY2026, with non-GAAP operating margins of ~23%. Having divested Grail (its liquid biopsy subsidiary) following regulatory pressure, Illumina is refocused on its core sequencing franchise and positioned to benefit from continued clinical adoption of genomic medicine.

Full profile

AI Visibility Head-to-Head

30
Overall Score
79
#7
Category Rank
#1
63
AI Consensus
56
up
Trend
up
32
ChatGPT
71
39
Perplexity
79
24
Gemini
74
31
Claude
88
25
Grok
70

Key Details

Category
AI Drug Discovery
Genomics & Sequencing
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Relay Therapeutics
AI Drug Discovery
Only Illumina
Genomics & Sequencing

Integrations

Only Illumina

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