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Training Engine

Evidence-based workout
programming.

Evid generates your workout program from peer-reviewed research — then adapts it weekly from your RPE, volume, and recovery data.

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ACTIVE SESSION
Bench Press
Set 3 of 4 · Target: 6 reps @ RPE 8
180.0 kg6RPE 7
282.5 kg6RPE 7.5
382.5 kg——
482.5 kg——
↑ +2.5kg vs last session

Progressive Overload

Three models. The right one for your level.

Evid selects the right progression model based on your experience level and adjusts as you advance. Not a one-size-fits-all approach.

Autoregulated progression produces the largest strength gains of any loading strategy tested in research.

Huang et al. 2025 — Systematic review with network meta-analysis

  • Double progression for beginners: hit the top of your rep range, then increase weight
  • RIR-based progression for intermediates: stay within your target RIR, load adjusts automatically
  • APRE autoregulation for advanced: performance-based load changes within the session

Progression Models

Double Progression

Hit top of rep range → increase weight

Beginner → Intermediate

RIR-Based

Stay within target RIR → auto-adjust load

Intermediate

APRE Autoregulation

Performance-based load changes mid-session

Advanced

RPE & RIR Tracking

Train by effort, not just numbers.

Log rate of perceived exertion on every set. Evid uses your RPE data to auto-adjust loads, flag when you're overshooting, and calculate when to progress.

Coached trainees gain 56% more lean mass and show 69% higher adherence than self-directed trainees.

Gavanda et al. 2025 — JSCR, RCT, n=79 trained, 10 weeks

  • RPE logged per set with visual scale
  • Automatic load adjustment from RPE trends
  • RIR targets per exercise based on training phase
  • Flags when RPE consistently exceeds target (overreaching risk)
ACTIVE SESSION
Bench Press
Set 3 of 4 · Target: 6 reps @ RPE 8
180.0 kg6RPE 7
282.5 kg6RPE 7.5
382.5 kg——
482.5 kg——
↑ +2.5kg vs last session

Periodized Programming

Structured phases, not random workouts.

Evid builds mesocycles with structured volume progression, intensity waves, and planned transitions between phases — cutting, bulking, maintenance, or recomp.

Periodized programming produces up to 2x greater strength gains than repeating the same routine every week.

Williams et al. 2017 — Sports Medicine, meta-analysis, 18 studies

  • Split selection matched to your frequency and experience level
  • Mesocycle structure with volume ramps and recovery weeks
  • Phase transitions recommended based on progress, not arbitrary timelines
  • Checkpoint reviews at phase boundaries with data-driven recommendations

Mesocycle Structure

W1Intro
W2
W3
W4Peak
W5Deload
W6
W7
W8Checkpoint

Volume ramps across 4 weeks → deload → next mesocycle with checkpoint review.

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Intelligent Deloads

Five triggers. Not just a calendar.

Deloads are recommended when the data says you need one — not every 4th week regardless of context.

  • Accumulated volume exceeds recovery capacity
  • Performance plateau detected across multiple sessions
  • Declining recovery score from wearable or check-in data
  • Elevated RPE trend indicating central fatigue
  • Phase transition requiring a recovery bridge

Deload Triggers

Accumulated volume
Performance plateau
Declining recovery score
Elevated RPE trend
Phase transition

Time-based fallback + 5 autoregulated triggers. Not just "deload every 4th week."

Missed Session Handling

Life happens. Your program adapts.

From a single missed session to an extended absence — each tier triggers a different response so your program stays optimal.

  • Tier 1: Redistribute today's volume across the remaining week
  • Tier 2: Extend the current week to accommodate the missed session
  • Tier 3-5: Gradually rebuild volume after extended absence
  • Plateau detection: stalled e1RM or stalled weight triggers specific interventions

Adaptation Tiers

1
Redistribute volume1 session missed
2
Extend the week2 sessions missed
3
Reduce and rebuild3-4 sessions missed
4
Reset volume baseline1 week+ missed
5
Gradual re-entry program2+ weeks missed

Exercise Library

800+ exercises. Setup, cues, and common mistakes.

Every exercise includes instructions, execution cues, and what to avoid. Organised by muscle group and movement pattern.

  • Set logging with previous performance visible — no guessing, no scrolling through notes
  • Rest timer with category-aware defaults: compounds get longer rest, isolation gets shorter
  • PR detection using the Epley formula — estimated 1RM tracked across every exercise automatically

Exercise Library

Chest Exercises

Showing 3 of 47 chest exercises

Bench Press

Chest · Compound

4×6

3:00

Incline Dumbbell Press

Upper Chest · Compound

3×10

2:00

Cable Fly

Chest · Isolation

3×12

1:30
Setup cues · Execution tips · Common mistakes

Explore Other Systems

Nutrition

Macros that adapt. Meals done for you.

Learn more →

Recovery

Recovery that changes your training.

Learn more →

Coaching

Proof that what you're doing is working.

Learn more →

Stop writing your own program.

Evidence-based programming that adapts to your data. 14-day free trial, no credit card required.

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Every recommendation backed by research.