If your ticket is on RAC or waiting list, the real question is: what's the probability it will confirm? A PNR confirmation prediction answers exactly that. Here is what it means, what drives it, and how to check your own chances.

What PNR Confirmation Probability Means

Confirmation probability is an estimate of how likely your RAC or waiting-list ticket is to become confirmed (CNF) by the time you travel. It is expressed as a percentage or a likelihood (high / moderate / low), based on how tickets on that exact train, class, quota and route have cleared in the past.

What Affects Your Chances

Several factors decide whether your number clears:

• Your current number and type — a low GNWL clears best; RAC is already close to confirmed; PQWL/RLWL/TQWL clear more slowly. See PNR status codes explained.
• Cancellation trend on that train — busy routes see more cancellations, so waitlists move faster.
• Days to departure — more time means more cancellations before the chart.
• Quota — General quota (GNWL) has the largest pool; see RAC vs waiting list.

How the Prediction Is Made

A good prediction looks at historical booking and cancellation data for your specific train, class and quota, then estimates how far your number is likely to move by chart preparation. It is a data-based estimate, not a guarantee — real cancellations vary, especially around festivals.

How to Check Your PNR Confirmation Probability

Enter your 10-digit PNR on our PNR status tool to see your current status plus a confirmation prediction for your exact train and date. For the basics of reading your status, see how to check PNR status online, and after charting, PNR status after chart preparation.

What to Do Based on Your Odds

• High probability — relax and track it daily.
• Moderate — keep a backup train or date ready.
• Low — hold a confirmed alternative; read how to increase waiting-list confirmation chances and will my RAC ticket get confirmed.

Bottom line: PNR confirmation probability estimates your real chance of a confirmed berth from your train's history — check it on your PNR, treat it as a strong guide (not a guarantee), and keep a backup when the odds are low.

Frequently Asked Questions

What is PNR confirmation probability?

It is a data-based estimate of how likely your RAC or waiting-list ticket is to become confirmed, based on how tickets on the same train, class, quota and route have cleared in the past.

How accurate is a PNR confirmation prediction?

It is a strong guide, not a guarantee. Predictions use historical cancellation trends, but actual cancellations vary — especially on festival dates — so treat a high prediction as likely, not certain.

How do I check my ticket's confirmation chances?

Enter your 10-digit PNR on a PNR status tool that offers a prediction. It shows your current number and type plus an estimated chance of confirmation for your specific train and date.

Which ticket type has the best confirmation chance?

A low GNWL (General Waiting List) clears best, and RAC is already close to a confirmed berth. PQWL, RLWL and TQWL clear more slowly because their quotas and cancellations are smaller.

Want your real odds? [Check your PNR status and prediction](/pnr) on ConfirmYatra.