Skip to content
Rival
Models
CompareBest ForArena
Sign Up
Sign Up

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival
Rival
Models
CompareBest ForArena
Sign Up
Sign Up

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival
  1. Home
  2. Models
  3. Claude Opus 4.1
  4. Advanced Longevity Plan (Biohacker)

See how Claude Opus 4.1 compares on this challenge:

  • Claude Opus 4.1 vs Claude Sonnet 4.6
  • Claude Opus 4.1 vs Gemini 3.1 Pro Preview
  • Claude Opus 4.1 vs Z.ai: GLM 5

4 models have responded to the "Advanced Longevity Plan (Biohacker)" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.

Rival
Models
CompareBest ForArena
Sign Up
Sign Up
Back to Claude Opus 4.1

Advanced Longevity Plan (Biohacker)

Claude Opus 4 1's response to the 'Advanced Longevity Plan (Biohacker)' challenge.

Claude Opus 4.1
February 4, 2026
Text

?
Prompt

Develop a comprehensive, cutting-edge 3-month longevity plan for a biohacker aiming to optimize longevity, physical and cognitive performance. Incorporate advanced strategies like specific supplement stacks (with dosages and cycling), detailed dietary protocols (e.g., ketogenic variations, fasting regimens), advanced wearable tracking, personalized exercise routines (including strength, HIIT, and recovery), stress resilience techniques (e.g., HRV training, neurofeedback concepts), among other things. The plan should be highly detailed and actionable.

Claude Opus 4.1
Response

claude-opus-4.1 logo
Claude Opus 4.1Advanced Longevity Plan (Biohacker)
claude-opus-4.1 logo
Claude Opus 4.1

Advanced 3-Month Biohacker Longevity Optimization Protocol

Overview & Philosophy

This protocol integrates evidence-based interventions targeting the nine hallmarks of aging while optimizing immediate performance metrics. The approach follows a progressive adaptation model with built-in tracking and adjustment mechanisms.

MONTH 1: FOUNDATION & BASELINE ESTABLISHMENT

Week 1-2: Assessment & Adaptation Phase

Baseline Testing Protocol

Laboratory Markers:

  • Comprehensive metabolic panel with HbA1c
  • Full lipid panel including ApoB, Lp(a)
  • Hormone panel: Total/Free testosterone, estradiol, DHEA-S, cortisol (4-point salivary)
  • Thyroid: TSH, Free T3, Free T4, reverse T3
  • Inflammatory markers: hs-CRP, IL-6, TNF-α
  • Nutrient status: Vitamin D, B12, folate, ferritin, RBC magnesium
  • Advanced aging markers: IGF-1, homocysteine

Performance Baselines:

  • DEXA scan for body composition
  • VO2 max test
  • Grip strength measurement
  • Cognitive assessment (Cambridge Brain Sciences battery)
  • Heart Rate Variability baseline (morning readings for 7 days)

Supplement Stack - Foundation Phase

Morning Stack (with breakfast):

  • Omega-3 (EPA/DHA): 2g EPA, 1.5g DHA
  • Vitamin D3: 4000 IU (adjust based on blood levels)
  • Vitamin K2 (MK-7): 200 mcg
  • Magnesium Glycinate: 200mg
  • Methylated B-Complex: 1 capsule (Thorne Basic B)
  • NAD+ Precursor: NMN 500mg (sublingual)

Afternoon Stack (with lunch):

  • Curcumin (Longvida): 400mg
  • Quercetin Phytosome: 500mg
  • Resveratrol (trans): 500mg
  • PQQ: 20mg
  • CoQ10 (ubiquinol): 200mg

Evening Stack (before bed):

  • Magnesium Glycinate: 200mg
  • Glycine: 3g
  • L-Theanine: 200mg
  • Ashwagandha (KSM-66): 600mg

Dietary Protocol - Metabolic Flexibility Phase

Week 1: Standard Low-Carb Adaptation

  • Macros: 20% protein, 65% fat, 15% carbs
  • Calories: Calculate TDEE, maintain at maintenance
  • Eating window: 14:10 (14 hours fasting, 10 hours eating)

Week 2: Ketogenic Transition

  • Macros: 20% protein, 75% fat, 5% carbs (<30g net carbs)
  • Introduce MCT oil: Start with 1 tsp, increase to 1 tbsp by week's end
  • Eating window: 16:8

Meal Template:

  • First meal (12 PM): Protein-focused with vegetables

    • 6oz grass-fed beef or wild-caught salmon
    • 2 cups mixed greens with olive oil
    • 1/2 avocado
  • Second meal (6 PM): Fat-adapted dinner

    • 4oz protein source
    • Non-starchy vegetables cooked in grass-fed butter
    • Macadamia nuts or olives

Exercise Protocol - Foundation Building

Monday/Thursday: Strength Training (45 minutes)

  • 5-minute dynamic warm-up
  • Compound movements (3 sets, 8-12 reps, 2-minute rest):
    • Squats or leg press
    • Deadlifts or Romanian deadlifts
    • Bench press or push-ups
    • Pull-ups or lat pulldowns
    • Overhead press
  • 10-minute mobility cool-down

Tuesday/Friday: Zone 2 Cardio

  • 45-60 minutes at 60-70% max heart rate
  • Nasal breathing only
  • Track with chest strap HRM

Wednesday: HIIT Protocol

  • 5-minute warm-up
  • 8 rounds: 30 seconds all-out, 90 seconds recovery
  • 5-minute cool-down

Saturday: Active Recovery

  • 30-minute walk in nature
  • 20-minute yoga or stretching
  • Sauna: 20 minutes at 180°F

Sunday: Rest

Week 3-4: Optimization Phase

Advanced Supplement Additions

Cycling Protocol Introduction:

  • Monday/Wednesday/Friday: Add Rhodiola Rosea 200mg (morning)
  • Tuesday/Thursday: Add Lion's Mane 1000mg (morning)
  • Saturday: Supplement holiday (only essentials: D3, Omega-3, Magnesium)

Senolytic Pulse (Last weekend of month):

  • Fisetin: 1000mg for 2 consecutive days
  • Quercetin: 1000mg for 2 consecutive days
  • Support with extra Vitamin C: 1000mg

Dietary Enhancement

Implement Protein Cycling:

  • Monday/Wednesday/Friday: Higher protein (30% of calories)
  • Other days: Standard protocol (20% of calories)

Introduce Time-Restricted Feeding Variation:

  • Week 3: 18:6 protocol
  • Week 4: One 24-hour fast (dinner to dinner)

MONTH 2: ADVANCED PROTOCOLS & STRESS ADAPTATION

Week 5-8: Hormetic Stress & Recovery Optimization

Enhanced Supplement Stack

Add Mitochondrial Support:

  • Alpha Lipoic Acid: 600mg (morning)
  • Acetyl-L-Carnitine: 1000mg (pre-workout)
  • Methylene Blue: 5mg (morning, 5 days on, 2 days off)

Nootropic Cycling (Workdays only):

  • Week 5-6: Modafinil 50mg (morning) or L-Tyrosine 1000mg
  • Week 7-8: Noopept 10mg sublingual + Alpha-GPC 300mg

Sleep Optimization Stack Enhancement:

  • Add Magnesium L-Threonate: 2g (containing 144mg elemental Mg)
  • Apigenin: 50mg
  • Continue Glycine and L-Theanine

Advanced Dietary Protocols

Implement Cyclical Ketogenic Diet:

  • Sunday-Friday: Strict keto (<30g carbs)
  • Saturday: Carb refeed (150-200g from sweet potatoes, white rice)

Fasting Escalation:

  • Week 5-6: Two 24-hour fasts per week
  • Week 7: One 48-hour fast
  • Week 8: Return to 18:6 daily

Nutrient Timing Optimization:

  • Pre-workout (fasted): Black coffee + 5g creatine + electrolytes
  • Post-workout: 30g whey protein isolate within 30 minutes
  • Largest meal: Post-workout window

Exercise Periodization

Strength Training Evolution (Monday/Wednesday/Friday):

  • Implement Daily Undulating Periodization:
    • Monday: Power (3-5 reps, 85-90% 1RM)
    • Wednesday: Hypertrophy (8-12 reps, 70-80% 1RM)
    • Friday: Endurance (15-20 reps, 50-60% 1RM)

HIIT Progression (Tuesday/Thursday):

  • Week 5-6: Tabata protocol (20 seconds on, 10 seconds off, 8 rounds)
  • Week 7-8: Norwegian 4x4 (4 minutes at 90% HRmax, 3 minutes recovery)

Recovery Enhancement:

  • Implement contrast therapy: 3 rounds (3 min hot, 1 min cold)
  • Add percussion therapy: 10 minutes post-workout
  • Weekly deep tissue massage

Stress Resilience & HRV Training

Morning HRV Protocol:

  1. Wake at consistent time (±30 minutes)
  2. Measure HRV immediately upon waking (Oura or WHOOP)
  3. 10-minute coherence breathing (4-7-8 pattern)
  4. Adjust day's intensity based on HRV score:
    • 10% above baseline: High-intensity day

    • Within 10%: Normal protocol
    • 10% below: Recovery focus

Neurofeedback Training (3x/week):

  • Use Muse headband or similar
  • 20-minute sessions focusing on:
    • Week 5-6: Alpha wave enhancement (8-12 Hz)
    • Week 7-8: Gamma wave training (30-100 Hz)

Stress Inoculation:

  • Cold exposure: 2-5 minute ice baths (3x/week)
  • Wim Hof breathing: 3 rounds before cold exposure
  • Heat exposure: Sauna 4x/week, 20 minutes at 180-200°F

Advanced Tracking Metrics

Daily Monitoring:

  • HRV (morning)
  • Sleep metrics (duration, REM, deep sleep)
  • Body temperature (basal)
  • Ketone levels (blood, aim for 1.5-3.0 mmol/L)
  • Glucose (continuous monitor if possible)

Weekly Assessments:

  • Body composition (bioimpedance scale)
  • Cognitive performance (Dual N-Back training scores)
  • Grip strength
  • Blood pressure (morning, fasted)

MONTH 3: PEAK OPTIMIZATION & LONGEVITY FOCUS

Week 9-12: Advanced Longevity Interventions

Elite Supplement Protocol

Longevity Stack Additions:

  • Rapamycin: 6mg once weekly (physician supervision required)
  • Metformin: 500mg evening (if glucose metrics support)
  • Spermidine: 5mg daily
  • Ergothioneine: 5mg daily
  • Calcium Alpha-Ketoglutarate: 1000mg morning

Peptide Consideration (physician supervision):

  • BPC-157: 250mcg daily for gut health
  • Thymosin Beta-4: 2mg twice weekly for recovery
  • Epitalon: 10mg for 10 days (mid-month)

NAD+ Optimization Cycling:

  • Week 9-10: NMN 1000mg + TMG 1000mg
  • Week 11: NAD+ IV infusion (500mg) or NAD+ nasal spray
  • Week 12: NR (Nicotinamide Riboside) 600mg

Peak Performance Dietary Protocol

Implement Feast-Famine Cycling:

  • 5 days: Caloric restriction (70% of TDEE)
  • 2 days: Refeed (120% of TDEE)

Fasting Mimicking Diet (Week 11):

  • Day 1: 1100 calories (10% protein, 56% fat, 34% carbs)
  • Day 2-5: 750 calories (9% protein, 44% fat, 47% carbs)
  • Use ProLon kit or DIY with:
    • Macadamia nuts
    • Olives
    • Vegetable soups
    • Herbal teas
    • Algae oil supplements

Targeted Micronutrient Timing:

  • Morning: Fat-soluble vitamins (A, D, E, K)
  • Pre-workout: B-vitamins, iron (if needed)
  • Post-workout: Vitamin C, zinc
  • Evening: Magnesium, calcium

Elite Training Protocols

Implement Block Periodization:

Week 9-10: Strength/Power Block

  • 4x/week heavy resistance training
  • Focus on progressive overload
  • Target: Increase major lifts by 5-10%

Week 11: Deload/Recovery

  • 50% volume reduction
  • Focus on mobility and technique
  • Daily yoga or tai chi

Week 12: Testing Week

  • Retest all baseline metrics
  • VO2 max assessment
  • 1RM testing for major lifts
  • Cognitive battery reassessment

Advanced Recovery Protocols:

  • Hyperbaric oxygen therapy: 2 sessions/week (1.5 ATA, 60 minutes)
  • Red light therapy: Daily 10 minutes (660nm + 850nm wavelengths)
  • PEMF therapy: 20 minutes daily on rest days
  • Lymphatic drainage: Weekly professional session

Cognitive Enhancement Focus

Nootropic Peak Stack (Week 9-10):

  • Morning: Modafinil 100mg + L-Theanine 200mg
  • Afternoon: Phenylpiracetam 100mg + Alpha-GPC 600mg
  • Pre-deep work: Noopept 20mg + Aniracetam 750mg

Brain Training Protocol:

  • Dual N-Back: 20 minutes daily
  • Language learning: 30 minutes (use Anki for spaced repetition)
  • Meditation progression: 20 minutes twice daily
    • Morning: Open monitoring
    • Evening: Focused attention

Neurofeedback Advancement:

  • SMR (Sensorimotor Rhythm) training: 12-15 Hz enhancement
  • Theta/Beta ratio optimization for focus
  • Alpha-Theta border training for creativity

Sleep Optimization Mastery

Advanced Sleep Architecture Enhancement:

Pre-sleep Protocol (2 hours before):

  • Blue light blocking glasses
  • Temperature reduction to 65-68°F
  • Dim lights (<40 lux)
  • No food intake

Sleep Stack (30 minutes before):

  • Magnesium Glycinate: 400mg
  • L-Theanine: 400mg
  • Glycine: 5g
  • Ashwagandha: 600mg
  • Melatonin: 0.5mg (low dose for rhythm, not sedation)

Sleep Environment:

  • Blackout curtains (0 lux)
  • White noise or brown noise (50-60 dB)
  • Cooling mattress pad (set to drop 2°F after 2 hours)
  • Mouth tape for nasal breathing
  • Track with Oura Ring or WHOOP

Wearable Integration & Data Analysis

Essential Wearables:

  1. Oura Ring or WHOOP: Sleep, HRV, recovery
  2. Continuous Glucose Monitor: Metabolic optimization
  3. Garmin/Polar HRM: Training intensity
  4. Muse or Neurosity: Neurofeedback

Data Integration Platform:

  • Use Heads Up Health or similar to aggregate all metrics
  • Weekly review of trends
  • Adjust protocols based on data patterns

Key Performance Indicators:

  • HRV: Target 10% improvement from baseline
  • Deep sleep: >90 minutes nightly
  • REM sleep: >120 minutes nightly
  • Resting heart rate: <50 bpm
  • Blood glucose: Average <90 mg/dL, variability <15%
  • Ketones: 1.5-3.0 mmol/L (during keto phases)

Environmental Optimization

Air Quality

  • HEPA filter in bedroom and workspace
  • Indoor plants: Snake plants, pothos for air purification
  • Monitor CO2 levels (<800 ppm)
  • Humidifier to maintain 40-50% humidity

Light Exposure

  • Morning: 10,000 lux light therapy for 20 minutes
  • Daytime: Maximum natural light exposure
  • Evening: Dim, warm lighting (<3000K)
  • Night: Complete darkness or red light only

EMF Mitigation

  • Phone on airplane mode during sleep
  • WiFi router on timer (off during sleep)
  • Grounding mat for desk work
  • Faraday cage for bedroom (advanced option)

Social & Psychological Optimization

Community Building

  • Join local biohacker meetup or create one
  • Partner accountability for protocols
  • Share data and insights with trusted group
  • Monthly group challenges

Stress Management Hierarchy

  1. Daily: HRV breathing, meditation
  2. Weekly: Nature immersion, social connection
  3. Monthly: Digital detox weekend
  4. Quarterly: Comprehensive protocol review

Purpose & Meaning Integration

  • Weekly journaling on protocol insights
  • Document subjective wellbeing changes
  • Share learnings with community
  • Develop personal longevity mission statement

Contingency Protocols

If HRV Drops >20%:

  • Reduce training intensity by 50%
  • Increase sleep by 1 hour
  • Add adaptogenic support
  • Consider infection or overtraining

If Ketone Production Stalls:

  • Implement 24-hour fast
  • Increase MCT oil to 2 tbsp
  • Check hidden carb sources
  • Add exogenous ketones temporarily

If Cognitive Performance Declines:

  • Assess sleep quality
  • Check B12 and iron status
  • Reduce nootropic use (tolerance break)
  • Increase DHA intake

Month-by-Month Progression Markers

End of Month 1 Targets:

  • Consistent ketosis achieved
  • HRV baseline established
  • All supplements tolerated
  • Exercise form perfected
  • Sleep consistently >7 hours

End of Month 2 Targets:

  • 5-10% improvement in HRV
  • Body composition improved (2-3% fat loss)
  • Successful 48-hour fast completed
  • Cold exposure adapted (2 minutes comfortable)
  • Cognitive scores improved by 10%

End of Month 3 Targets:

  • 15-20% HRV improvement from baseline
  • VO2 max increased by 5-10%
  • Strength gains of 10-15% on major lifts
  • Metabolic flexibility demonstrated
  • Subjective energy and clarity significantly enhanced

Cost Optimization Strategies

Priority Investment Tiers:

Tier 1 (Essential, ~$200/month):

  • Basic supplements (D3, Omega-3, Magnesium)
  • Quality food
  • Gym membership

Tier 2 (Recommended, +$300/month):

  • Advanced supplements (NMN, specialized compounds)
  • Wearable devices (one-time investment)
  • Occasional testing

Tier 3 (Optimal, +$500/month):

  • Peptides and prescription compounds
  • Regular advanced testing
  • Professional services (massage, HBOT)
  • Premium supplements

DIY Alternatives:

  • Make own bone broth
  • Grow microgreens and sprouts
  • Build DIY red light panel
  • Create home sauna setup
  • Use free HRV apps initially

Safety Considerations & Disclaimers

Medical Supervision Required For:

  • Rapamycin, Metformin, or any prescription compounds
  • Peptide protocols
  • Extended fasting (>48 hours)
  • Any pre-existing medical conditions

Contraindications to Consider:

  • Pregnancy/nursing: Avoid most supplements and fasting
  • Kidney disease: Limit protein, careful with supplements
  • Heart conditions: Careful with stimulants and extreme protocols
  • Mental health: Monitor mood with diet changes

Start Slow Principles:

  • Introduce one new supplement at a time
  • Begin with 50% recommended doses
  • Monitor for adverse reactions
  • Keep detailed logs

Final Integration & Long-term Sustainability

Post-3-Month Transition:

  1. Reassess and Adjust: Based on results, identify most effective interventions
  2. Create Maintenance Protocol: 80/20 rule - keep 20% of interventions that gave 80% of results
  3. Cycle Intensive Periods: 3 months on, 1 month maintenance
  4. Annual Testing: Comprehensive biomarkers yearly
  5. Evolve with Science: Stay updated on longevity research

Building Your Personal Longevity System:

  • Document what works specifically for you
  • Create standard operating procedures for daily routines
  • Build sustainable habits rather than relying on willpower
  • Focus on consistency over perfection
  • Maintain flexibility to adjust based on life circumstances

Success Metrics Beyond Numbers:

  • Energy levels throughout the day
  • Mental clarity and focus
  • Emotional resilience
  • Relationship quality
  • Sense of purpose and fulfillment
  • Subjective feeling of vitality

Conclusion

This comprehensive protocol represents the cutting edge of biohacking for longevity. Remember that individual responses vary significantly, and what works for one person may not work for another. The key is systematic self-experimentation with careful tracking and adjustment.

Start with the fundamentals (sleep, nutrition, exercise, stress management) before adding advanced interventions. Build slowly, track meticulously, and always prioritize safety. The goal is not just to extend lifespan but to maximize healthspan—the years lived in optimal health and vitality.

Consider this protocol a template to be customized based on your genetics, lifestyle, goals, and response to interventions. The future of longevity is personalized, data-driven, and constantly evolving. Welcome to your optimization journey.

Advanced Longevity Plan (Biohacker)

Turn this model response into notes, narration, or a short video

Auto NotesTranscriptNarrateVideo Cut

Partner link

This output is part of our open dataset — 5K+ AI responses across 200 models

About Claude Opus 4.1

Capabilities

ConversationReasoningCode GenerationAnalysisAgentic Tool UsePlanning

Categories

TextCodeMultimodal

Specifications

Provider
Anthropic
Released
2025-08-05
Size
XLARGE
Parameters
Not disclosed
Context
200,000 tokens

Keep exploring

SAME PROMPT

Claude Sonnet 4.6's version

Same prompt, different result

COMPARE

Claude Opus 4.1 vs Gemini 3.1 Pro Preview

Both outputs, side by side

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival