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  1. Home
  2. /Biology
  3. /Phylogenetics
  4. /Jukes-Cantor Distance

Jukes-Cantor Distance

Last updated: February 24, 2026

Calculator

Results

Observed p-Distance

0.1

Jukes-Cantor Distance

0.107326

Expected Substitutions Across Alignment

32.198

sites

Model Valid Flag

1

Results

Observed p-Distance

0.1

Jukes-Cantor Distance

0.107326

Expected Substitutions Across Alignment

32.198

sites

Model Valid Flag

1

The Jukes-Cantor Distance calculator estimates the evolutionary distance between two nucleotide sequences. It corrects for multiple substitutions at the same site by applying the Jukes-Cantor model, which assumes all nucleotide substitutions occur at equal rates. This correction is essential because observed differences underestimate the true number of substitutions that have occurred over evolutionary time.

By providing the number of different sites and the total alignment length, you can obtain both the raw p-distance and the corrected Jukes-Cantor distance. This metric is widely used in phylogenetic analyses and molecular evolution studies to construct distance-based trees and estimate divergence.

Visual Analysis

How It Works

First, the proportion of different sites (p-distance) is calculated:

p = Different Sites / Total Sites

The Jukes-Cantor correction then accounts for multiple substitutions:

d = -3/4 × ln(1 - 4/3 × p)

The correction factor grows as p increases, reflecting the higher probability that sites have changed more than once. Note that the formula becomes undefined when p approaches 0.75, as this implies saturation where sequences are no more similar than random.

Worked Examples

Closely Related Sequences

Inputs

different sites30
total sites300

Results

p distance0.1
jc distance0.107325

With 30 out of 300 sites differing (p = 0.1), the Jukes-Cantor corrected distance is 0.1073, slightly higher than the raw p-distance due to correction for multiple hits.

Moderately Divergent Sequences

Inputs

different sites150
total sites500

Results

p distance0.3
jc distance0.380797

At 30% observed differences, the corrected distance rises to 0.381, showing a substantial correction for hidden substitutions at higher divergence.

Frequently Asked Questions

The p-distance is the simple observed proportion of sites that differ between two sequences. The Jukes-Cantor distance corrects for multiple substitutions at the same site, giving a more accurate estimate of the true evolutionary distance. At low divergence the two values are similar, but they diverge substantially at higher mutation rates.

The model becomes undefined when p approaches 0.75, because at that point sequences are no more similar than random nucleotide strings. Additionally, the model assumes equal substitution rates among all nucleotides, which may not hold for real sequences where transitions and transversions occur at different rates.

Without correction, the observed number of differences underestimates the true evolutionary distance because some sites have mutated multiple times. This underestimation biases branch lengths in phylogenetic trees and can lead to inaccurate topology. The correction provides a more linear relationship between distance and time.

Sources & Methodology

Jukes TH, Cantor CR (1969). Evolution of Protein Molecules. Academic Press. Nei M, Kumar S (2000). Molecular Evolution and Phylogenetics. Oxford University Press.
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