🏆COMPARISON BENCHMARK

GPT vs CrisPRO: See the Difference

Real Benchmarks: Average MOAT Advantage 0.86

Compare real GPT responses with CrisPRO's genotype-informed, actionable recommendations. Based on 6-question benchmark showing CrisPRO's superiority in personalized genomics, pathway analysis, and evidence-backed dosages.

The Problem: Generic AI Can't Do Precision Medicine

GPT and other LLMs provide generic medical advice based on training data, but they lack the biological foundation models needed for genotype-specific, actionable recommendations.

One-Size-Fits-All

Generic Responses

Same advice for everyone, regardless of genotype or pathway status.

Surface-Level

No Pathway Analysis

Cannot analyze functional pathway disruptions or predict genotype-specific effects.

Reactive

No Predictive Modeling

Cannot predict TMB, resistance, or synthetic lethality from genotype alone.

The Solution: Biological Foundation Models

CrisPRO uses Evo2 foundation models with 32,768 learned biological features to provide genotype-specific, pathway-informed recommendations that generic AI cannot match.

Personalized

Genotype-Specific

YOUR MBD4 deficiency means BER pathway is impaired. Specific recommendations based on YOUR genotype.

Mechanistic

Pathway-Informed

Functional pathway analysis enables synthetic lethality detection, TMB prediction, and timing protocols.

Specific

Actionable

Precise recommendations: "Stop NAC 24h before, resume 24h after" - not generic "avoid antioxidants".

Real Benchmarks: GPT vs CrisPRO

Compare real GPT responses with CrisPRO's genotype-informed recommendations. See the difference in action.

Personalized supplements with dosages, mechanisms, and timing

👤

Patient AK

Condition:
Ovarian Cancer
Genotype:
BRCA1 variant, MBD4 homozygous loss, DPYD variant
Stage:
Stage III
Age:
58
Question 1 of 6
Toxicity

What foods or supplements can help mitigate toxicity for a patient with BRCA1 variant receiving carboplatin?

Patient has BRCA1 variant and is scheduled for platinum-based chemotherapy (carboplatin).

Generic

GPT/ChatGPT

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Limitations:
  • Generic advice (same for everyone)
  • No variant-specific analysis
  • No mechanism explanation
  • No dosages or timing
  • No evidence citations
Winner
MOAT

CrisPRO.ai

Risk Score: 1.0 (HIGH)

Based on your BRCA1 variant, platinum-based chemotherapy creates significant DNA repair stress. Here are specific recommendations:

Post-Infusion Supplements (not during infusion):
1. NAC (N-acetylcysteine): 600mg twice daily
- Mechanism: BRCA1 variant + platinum → DNA repair stress → BER pathway overload
- Timing: Post-infusion (not during) to avoid interfering with chemotherapy efficacy

2. Vitamin D: 5000 IU daily
- Supports DNA repair pathways and immune function

3. Folate: 400-800mcg daily
- Critical for DNA synthesis and repair

Evidence Tier: MODERATE
Rationale: BRCA1 variant increases sensitivity to platinum-induced DNA damage. These supplements support BER pathway function without interfering with chemotherapy mechanism.
MOAT Advantage:0.90out of 1.0
💎
Personalized Risk Scoring + Specific Mitigating Foods
CrisPRO calculates risk score (1.0 HIGH) based on BRCA1 variant, then recommends specific supplements with exact dosages and timing. GPT provides generic "stay hydrated" advice without variant analysis.Learn more

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