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Reviewed March 2026

Bayesian Curl

BicepsCableIntermediateIsolation

Primary

Biceps

Secondary

Forearms, Brachialis

Equipment

Cable

Difficulty

Intermediate

Type

Pull

Written byMySetPlan Training Team

NASM-CPT, CSCS certified trainers. Every guide is built from peer-reviewed research and real coaching experience.

An isolation exercise that lets you focus on one muscle group, the Bayesian Curl targets your biceps through a pulling movement pattern. Use for long head emphasis and bicep peak development.

Everything You Need to Know About the Bayesian Curl

The Bayesian Curl is a intermediate difficulty exercise that targets your Biceps brachii (long head). It's a popular choice for building strength and muscle in these areas. When should you use it? Use for long head emphasis and bicep peak development. This timing makes the most of your workout and helps you get better results. Who is this for? Intermediate to advanced lifters targeting bicep peak. Whether you're just starting out or working toward a specific goal, this exercise fits into your routine.

Muscles worked: Bayesian Curl

Primary

Biceps brachii (long head)

Secondary

Brachialis

Stabilizers

CoreRear deltoid

Bayesian Curl form guide

  1. 1

    Set cable pulley to lowest position.

  2. 2

    Stand facing away from machine, grab handle.

  3. 3

    Let arm extend behind you with tension.

  4. 4

    Curl handle forward and up toward shoulder.

  5. 5

    Squeeze bicep at peak contraction.

  6. 6

    Lower slowly behind you to stretched position.

What are the best tips for the Bayesian Curl?

This position maximizes long head stretch.

Named for creating stretch similar to lying extensions.

Keep elbow position fixed as anchor point.

What are common Bayesian Curl mistakes to avoid?

Moving elbow during curl - loses stretch benefit.

Letting your elbows drift wide during the Bayesian Curl shifts load onto your shoulder joint instead of your Biceps brachii (long head). Keep them tucked at about 45 degrees to protect your rotator cuff and keep tension where it belongs.

Not letting arm go far enough back - limits stretch.

A compromised back position during the Bayesian Curl puts your spine under unnecessary shear force. Brace your core and maintain a neutral spine throughout the movement.

Using too much weight - cant control stretch.

Loading more weight than you can control on the Bayesian Curl forces compensatory movement patterns that bypass your Biceps brachii (long head). Drop the weight until you can perform every rep with clean form — your results will actually improve.

Is the Bayesian Curl right for you?

Intermediate to advanced lifters targeting bicep peak.

How to Program the Bayesian Curl

Strength6-8 reps

Lower reps with heavier weight builds raw strength. Your muscles and nervous system adapt to handle more load over time. This range is best for strength-focused goals.

Muscle Growth10-12 reps

This rep range keeps your muscles under tension long enough to trigger growth. Most people see the best muscle-building results in this zone. It balances strength and muscle size.

Endurance15-20 reps

Higher reps with lighter weight builds muscular endurance and improves conditioning. This range is good for joint health and building work capacity.

General guideline: 3 sets of 10-12 reps per arm. Rest 45 seconds.

What are good alternatives to the Bayesian Curl?

Other Variations

  • Dumbbell Bayesian Curl
  • Band Bayesian Curl

This Exercise Is in Your Plan

MySetPlan picks the right exercises for your goals — like the Bayesian Curl — and builds them into a monthly program. Every set, every rep, planned out.

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Safety Notes

  • Start light to feel the stretch.
  • Control the eccentric.