Alto Neuroscience vs Illumina

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

Illumina leads in AI visibility (74 vs 34)
Alto Neuroscience logo

Alto Neuroscience

EmergingBioTech

Precision Psychiatry (Treatment-Resistant Depression)

Nasdaq-listed (ANRO). Raised $120M PIPE (2026) to fund ALTO-207 Phase 2b. FDA Fast Track for ALTO-101. Biomarker-stratified psychiatry matching patients to drugs using brain biology. 4 data readouts through 2027.

AI VisibilityBeta
Overall Score
D34
Category Rank
#174 of 198
AI Consensus
83%
Trend
stable
Per Platform
ChatGPT
32
Perplexity
32
Gemini
29

About

Alto Neuroscience is a publicly-listed (Nasdaq: ANRO) clinical-stage biotech applying biomarker-stratified patient selection to psychiatry — matching patients to drugs based on brain biology rather than symptom checklists that have historically produced inconsistent treatment outcomes. The company raised a $120 million PIPE in 2026 to fund Phase 2b development of ALTO-207, a fixed-dose combination of pramipexole and ondansetron for treatment-resistant depression (TRD). The FDA has granted Fast Track designation for ALTO-101, and Alto has four clinical data readouts expected through 2027.

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
B74
Category Rank
#5 of 198
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
74
Perplexity
79
Gemini
76

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

34
Overall Score
74
#174
Category Rank
#5
83
AI Consensus
76
stable
Trend
stable
32
ChatGPT
74
32
Perplexity
79
29
Gemini
76
28
Claude
69
35
Grok
78

Key Details

Category
Precision Psychiatry (Treatment-Resistant Depression)
Genomics & Sequencing
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Alto Neuroscience
Precision Psychiatry (Treatment-Resistant Depression)
Only Illumina
Genomics & Sequencing

Integrations

Only Illumina

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