Statistics

F-Test Calculator

Compare two variances with F, df and the p-value.

Enter your values

ⓘ Live results

Results
F statistic
2.25
p-value (two-tailed)
0.09871
Verdict
Marginal (10% level)
Degrees of freedom
19, 17
Variance 1
144
Variance 2
64
Equal-variance assumption
Reasonable — variances are similar

Quick answer

The F-test compares two variances as a ratio: F = larger variance ÷ smaller variance, tested against the F distribution.

F = s₁² ÷ s₂²

How to use the F-Test Calculator

  1. 1Enter each sample's standard deviation and size.
  2. 2The calculator always puts the larger variance on top.
  3. 3Use the verdict to decide between the pooled and Welch versions of the t-test.

Worked example

Using the values the calculator loads with:

Inputs

  • Sample 1 SD12
  • Sample 1 size20
  • Sample 2 SD8
  • Sample 2 size18

Results

  • F statistic2.25
  • p-value (two-tailed)0.09871
  • VerdictMarginal (10% level)
  • Degrees of freedom19, 17
  • Variance 1144
  • Variance 264
  • Equal-variance assumptionReasonable — variances are similar

Frequently asked questions

Is the F-test sensitive to non-normality?

Very. If your data are skewed, prefer Levene's or Brown-Forsythe test, or just default to Welch's t-test.

Do I even need this test?

Often not — Welch's t-test handles unequal variances automatically, so many statisticians skip the pre-test entirely.

About this calculator

Results are estimates for general information. For medical, legal, structural or financial decisions, confirm with a qualified professional.