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  1. Home
  2. Models
  3. GPT OSS 20B
  4. Advanced Longevity Plan (Biohacker)

See how GPT OSS 20B compares on this challenge:

  • GPT OSS 20B vs Claude Sonnet 4.6
  • GPT OSS 20B vs Gemini 3.1 Pro Preview
  • GPT OSS 20B 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.

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Back to GPT OSS 20B

Advanced Longevity Plan (Biohacker)

Gpt Oss 20B's response to the 'Advanced Longevity Plan (Biohacker)' challenge.

GPT OSS 20B
August 5, 2025
Text

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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.

GPT OSS 20B
Response

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GPT OSS 20BAdvanced Longevity Plan (Biohacker)
gpt-oss-20b logo
GPT OSS 20B

3‑Month Longevity & Performance Blueprint

(Designed for a seasoned bio‑hacker who already has a baseline of health, access to laboratory‑grade supplements, advanced wearable stack, and the discipline to implement a rigorous protocol.)


Table of Contents

SectionWhat you’ll findApprox. Time to Read
0. Quick‑Start ChecklistBefore you begin5 min
1. Vision & KPI FrameworkMetrics & goals10 min
2. Baseline Work‑UpBlood panel, genetics, microbiome, etc.1 hr
3. Monthly RoadmapMonth‑by‑month focus15 min
4. Weekly & Daily CadenceSample day & week20 min
5. Supplement SystemStack, dosages, cycling25 min
6. Nutrition ProtocolKeto‑Variations + IF20 min
7. Exercise MatrixStrength, HIIT, recovery20 min
8. Wearable & Data CaptureDevices, metrics, alarms15 min
9. Stress & ResilienceHRV training, neuro‑feedback15 min
10. Advanced InterventionsFasting‑induced autophagy, cryotherapy, etc.15 min
11. Debrief & Next StepsAdjusting, scaling10 min

DISCLAIMER
This plan is high‑intensity. Consult a qualified clinician before any major changes. Some supplements (e.g., high‑dose vitamin K2) can interfere with anticoagulants. All dosages are maximum tolerances for healthy adults; adjust for your genetics, medications, and organ‑function panels.


0. Quick‑Start Checklist

✅ItemWhy
1Baseline labs: CBC, CMP, fasting insulin, HbA1c, lipid panel, vitamin D, B12, ferritin, TSH, CRP, IL‑6, hs‑CRP, IL‑10, 25‑OH‑vitD, CoQ10, seleniumEstablish baseline & ensure safety
2Genetic testing (MTHFR, CYP450, APOE, NQO1, UGT1A1, COMT, TPMT)Personalize stack & dosing
3Wearable suite (Apple Watch Ultra 2 + FDA‑approved Oura Ring + WHOOP + Fitbit Charge 6)Baseline HRV, sleep, activity
4Kitchen prep: Keto‑friendly pantry (Avocado, olive oil, coconut oil, MCT oil, nuts, seeds, low‑glyc carb veggies, protein powders)Reduce grocery trips
5Exercise equipment: dumbbells (up to 50 lb), kettlebell, resistance bands, treadmill/elliptical, Battle Rope, TRX, foam roller, yoga matFull‑body workout
6Sleep environment: blackout curtains, white‑noise machine, 18 °C room, no blue‑light > 20 min pre‑sleepOptimize circadian rhythm

1. Vision & KPI Framework

KPITarget (Week 1)Target (Month 3)
Resting HRV (ms)≥ 70≥ 110
Average Sleep Quality80 %90 %
VO₂max (ml/kg/min)Baseline+15 %
Grip StrengthBaseline+20 %
Cognitive Test (Stroop, Trail‑Making A/B)Baseline+25 % faster
Blood Pressure≤ 120/80≤ 115/75
Blood Glucose (fasting)90 mg/dL≤ 80 mg/dL
Inflammation (hs‑CRP)≤ 2 mg/L≤ 1 mg/L
Tissue Oxygenation (SpO₂)97 %99 %

Why these? They cover cardiovascular, metabolic, neuro‑cognitive, and systemic inflammation—key pillars of longevity.


2. Baseline Work‑Up

  1. Blood Panel (CBC, CMP, lipid profile, fasting insulin, HbA1c, CRP, IL‑6, IL‑10, vitamin D, B12, ferritin, thyroid panel, CoQ10, selenium, magnesium, zinc).
  2. Genetic Testing (including APOE, MTHFR, COMT, CYP2D6, CYP2C19, NQO1).
  3. Microbiome (16S rRNA sequencing).
  4. Functional Tests: 1‑RM for bench, squat, deadlift; VO₂max (treadmill/elliptical); grip strength; cognitive battery (Trail‑Making, Stroop, Digit Symbol Coding).
  5. Wearable Baseline: 7‑day HRV, sleep, activity, light, food logs.

Set baseline data in a spreadsheet or a specialized app (e.g., ChronoTrack, Healthy.io).


3. Monthly Roadmap

MonthCore FocusKey DeliverablesWhy
Month 1 – FoundationAdaptation & Baseline Stabilization1. Establish baseline metrics. 2. Begin daily supplementation. 3. Introduce 5‑day “Low‑Carb” rotation.Build resilient metabolic & neural baseline.
Month 2 – IntensificationStrength & Autophagy1. Increase strength volume. 2. Add intermittent fasting (IF) 16:8 + 1‑day fast. 3. Introduce cryotherapy & contrast bath.Drive muscle hypertrophy & systemic autophagy.
Month 3 – OptimizationPeak Performance & Fine‑Tuning1. Advanced neuro‑feedback & HRV biofeedback. 2. Optimize supplement stack (cycle 90‑days). 3. Prepare for “Longevity Summit” (final test).Consolidate gains, confirm long‑term sustainability.

4. Weekly & Daily Cadence

Daily Skeleton (Sample Day)

TimeActivityNotes
04:30Wake, 5‑min breathing + 1 min HRV checkStart with HRV biofeedback
04:455 min mobility + 10 min dynamic warm‑upPrepare for workout
05:00WorkoutVaries by day
06:00Post‑workout nutritionKeto‑shake + protein
06:30Meditation (30 min, guided)HRV training
07:30BreakfastKeto‑breakfast (eggs + avocado + coffee w. MCT)
10:00First micro‑dose of supplement stack (see Section 5)
12:00Lunch70 % fats, 20 % protein, 10 % carbs
15:0020 min walk + HRV checkLight movement
18:00DinnerKeto‑dietary protein + veggies
19:30Light activity (stretching, foam roller)
20:30Night‑time routineDim lights, no screens > 20 min
21:30Sleep7.5–8 hr
22:00Bedtime HRV checkLog in wearable

Weekly Rotation

DayStrengthHIITRecoveryNotes
MonUpper‑body (Bench, Rows)
TueLower‑body (Squat, Deadlift)
WedHIIT (45 s sprint/60 s rest, 10 rounds)
ThuUpper‑body (Push‑Pull)
FriLower‑body (Front Squat, Lunges)
SatHIIT (Tabata + Battle Rope)
SunRest + Mobility + Cryotherapy

Every Sunday includes a 15‑min cryotherapy session (≤ –110 °C) + 15‑min contrast bath (warm 40 °C, cold 4 °C, 3 × 5 min).


5. Supplement System

SupplementPurposeDoseTimingCyclingNotes
ResveratrolMitochondrial biogenesis250 mgBID12 weeks (no break)Pair with quercetin
QuercetinAntioxidant, synergy w/ resveratrol500 mgBID12 weeks
PQQCoQ10 synthesis20 mgQD12 weeks
CoQ10 (Ubiquinol)Mitochondrial ATP200 mgQD12 weeks
Nicotinamide Riboside (NR)NAD+ boosting250 mgQD12 weeks
NMNNAD+ boost250 mgQD12 weeks
Curcumin (Meriva®)Inflammation500 mgBID12 weeks
Omega‑3 (EPA:DHA 3:1)Cardio + inflammation2 g EPA + 1 g DHABID12 weeks
Vitamin D3Immune + bone health5 µgQD12 weeks
Vitamin K2 (MK‑7)Calcium metabolism100 µgQD12 weeks
Magnesium ThreonateSleep & cognition200 mgQD12 weeks
BerberineGlucose regulation500 mgBID12 weeks
Methylfolate (5‑MTHF)B‑vitamin metabolism300 µgQD12 weeks
SpermidineAutophagy1 mgBID12 weeks
L‑CarnitineFat oxidation1 gBID12 weeks
Creatine MonohydrateStrength & brain5 gQD12 weeks
Beta‑AlanineBuffering4 gBID12 weeks
Alpha‑Lipoic AcidAntioxidant300 mgQD12 weeks
Probiotic (Synbiotic)Gut health• 10 billion CFUQD12 weeks

Cycling & Naturopathic Interventions

InterventionFrequencyDurationPurpose
12‑Week Stack12 weeks3 monthsFull stack
12‑Week Washout2 weeks2 weeks after stackReset
Autophagy Fast1×/month24 hInduce deep autophagy
Cryotherapy3×/week3 minReduce inflammation, improve HRV
Contrast Bath2×/week10 minImprove lymphatic flow

6. Nutrition Protocol

6.1 Keto‑Variations

DayCarb TargetProteinFatExamples
Base Keto≤ 20 g net30‑35 %60‑70 %Eggs, avocado, olive oil, salmon
High‑Protein Keto≤ 25 g40‑45 %50‑55 %Chicken breast, whey isolate
Low‑Fat Keto≤ 15 g35 %70‑75 %Greek yogurt, nuts
Ketogenic “Protein‑Hit”≤ 25 g50 %45‑50 %Beef steak, protein shake

6.2 Fasting Regimens

RegimenTimingNotes
16:88 h eating window (12 p.m.‑8 p.m.)Base for 2 months
5:2500 kcal (low‑carb) days twice a weekMonth 2
24‑h Fast1×/monthDeep autophagy
Time‑Restricted Eating (TTE)12 h eating windowAlternate with 16:8

6.3 Micronutrient Focus

MicronutrientTargetFood SourceSupplement
Vitamin K2100 µgNatto, hard cheese100 µg/day
Selenium200 µgBrazil nuts (1–2)
Zinc15 mgOysters, pumpkin seeds
Vitamin B125 µgLiver, fish5 µg/day
Omega‑32 g EPA + 1 g DHASalmon, krill oil

7. Exercise Matrix

ExerciseFrequencyVolumeIntensityProgressionRecovery
Squat2×/week4×8 @ 70‑80% 1‑RM60 %+2.5 kg every 2 weeksFoam roll, stretch
Deadlift1×/week3×5 @ 75‑85%70 %+5 kg
Pull‑Ups3×max3×maxBody‑weightAdd weight after 3 sets
Bench2×/week3×8 @ 70%60 %+2.5 kg
HIIT2×/week45 s sprint / 60 s jog90 % HRmaxAdd 10 s sprint
HIIT Tabata1×/week8×20s95 % HRmaxAdd 10 s
Yoga/Joints1×/week45 minLow
Cryotherapy3×/week3 min

Progression Strategy

  • Strength: Linear progression 2.5 kg every 2 weeks.
  • HIIT: Increase sprint time by 5 s every 4 weeks.
  • Recovery: Sleep ≥ 7.5 hr, 10–15 min foam roll, 3‑day rest after 2‑day HIIT.

8. Wearable & Data Capture

DeviceKey MetricsFrequencyAlerts
Apple Watch Ultra 2HRV, SpO₂, ECG, activityContinuousHRV < 50 ms → alert
Oura RingSleep stages, HRVNightSleep < 6 hr → alert
WHOOPRecovery score, strain, sleepContinuousRecovery < 50 % → alert
Fitbit Charge 6Steps, heart rateContinuousSteps < 3 k/day → alert
NutriTrack (app)Food logs, micronutrientsDailyDeficiency alerts
MyFitnessPal (for macros)MacronutrientsDailyCarb > 25 g → alert
ChronoTrackTime‑locked fastingContinuousFast > 30 h → alert

Data Workflow

  1. Sync all devices to a single cloud (HealthKit).
  2. Export weekly CSVs to a spreadsheet.
  3. Use a dashboard (Google Data Studio) to visualize trends.
  4. Set thresholds (HRV < 70 ms, sleep efficiency < 80 %) to trigger protocol adjustments.

9. Stress & Resilience

TechniqueFrequencyDurationToolMetric
HRV Biofeedback5 min daily10 minEliteHRV appHRV target > 110 ms
Neuro‑feedback3×/week20 minMuse 2Focus index
Cold Pressor3×/week2 minCold tubVagal tone
Meditation30 minDailyInsight TimerMindfulness score
Journaling5 minNightDay OneEmotion log
Progressive Muscle Relaxation10 minNight

HRV Training Flow

  1. Baseline: 5 min sitting, record HRV.
  2. Breathing: 4‑4‑4‑4 breath (inhale 4 s, hold 4, exhale 4, hold 4).
  3. Progress: Increase hold to 6 s gradually.
  4. Log: Add to wearable data.

10. Advanced Interventions

InterventionFrequencyMechanismEvidence
DHEA50 mgNeuro‑protection2018 meta‑analysis
Glycine3 gSleep quality2021 RCT
Moringa1 gAntioxidant2019 review
Mito‑Pulse (electro‑stimulation)2×/weekMuscle endurance2022 pilot
Methylation Support (SAMe)200 mgDNA repair2021 study
Red‑Light Therapy5×/weekMitochondrial biogenesis2021 meta
Spironolactone (low‑dose)25 mgHormone modulation2020 review

NOTE: Most advanced interventions are optional and should only be added after Month 2 once baseline metrics are stable.


11. Debrief & Next Steps

  1. Week 12:

    • Full test battery (strength, VO₂max, cognitive).
    • Blood panel + cytokine profile.
    • Wearable data trend analysis.
  2. Analysis:

    • Compare KPI targets.
    • Identify bottlenecks (e.g., low HRV, inflammatory markers).
  3. Plan 2‑Year Horizon:

    • Scale stack (add NAD+ boosters, adaptogens).
    • Integrate cryotherapy more frequently.
    • Add resistance training to 4× per week.
    • Evaluate for “Longevity Summit” (e.g., 5‑year longevity benchmark).
  4. Documentation:

    • Compile a PDF report of results, charts, and next‑gen stack.
    • Share with mentor or peer group for feedback.

Final Thought

Longevity is not a destination but a continuous optimization loop. Use this 3‑month blueprint as a template, not a prescription. Adapt, iterate, and stay curious. Happy hacking! 🚀

Advanced Longevity Plan (Biohacker)

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About GPT OSS 20B

Capabilities

ConversationReasoningCode GenerationAnalysisFunction CallingTool UsePlanning

Categories

TextCode

Specifications

Provider
Openai
Released
2025-08-05
Size
LARGE
Parameters
21B total (3.6B active per forward pass)
Context
131,072 tokens

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