Time to Percent Remaining Calculator
Solves the first-order decay model for elapsed time, t = half-life x log2(1 / fraction remaining), given a target percent. A textbook model, not medical or dosing advice.
Pharmacokinetic Models
Calculator inputs
Pharmacokinetic Models: This is a mathematical and laboratory reference tool. It does not diagnose, treat or recommend a dose, and it is not medical advice.
The time to a percentage calculator works backwards from a target: how long until only a given percentage of the amount is left?
It is the rearrangement you need when the question is phrased as a target rather than as a starting amount, for example how long until one percent remains, or how long a washout needs to be.
Notice it needs only a half-life and a target percentage. No starting amount is required, because the fraction is independent of the amount.
A percentage remaining is an incomplete question
A percentage on its own does not describe a system. Ten percent of something remains an enormous amount after a very long interval and almost nothing after a very short one. The percentage is a fraction, and a fraction becomes a duration only when it is paired with a rate, which is why this page asks for a half-life before it asks for the target. Supply the half-life and the same percentage becomes a specific, reproducible duration. Without one, the question has no answer at all, which is a fact about the relationship rather than a gap in the interface.
It is worth pausing on this, because the target percentage feels concrete while the half-life is a rate, and the two are not the same kind of quantity. The percent remaining calculator is the same relationship pointed the other way, and holding the pair side by side makes the asymmetry obvious: a percentage becomes a time only through a half-life, and a time becomes a percentage only through a half-life. The single-dose arithmetic underlying both sits on the original half-life page .
The answer is always a count of halvings, times a half-life
Written as one half to the power of the number of halvings elapsed, the fraction remaining turns the question into a simple count. Taking the base two logarithm recovers that count, and multiplying by the half-life converts it into time. The checkpoints fall out of this form for free and are the best check available: a quarter is exactly two halvings, an eighth is exactly three, and any of those targets should return a whole number of half-lives without adjustment.
Targets that are not powers of two are handled exactly rather than approximately, which is the point of using a logarithm at all. Ten percent is about 3.32 half-lives and one percent is about 6.64. The shape is as informative as the numbers: as the target approaches zero the required time climbs without bound, and it climbs gently. Each extra factor of ten smaller costs a little over three more half-lives, and that regular spacing falls straight out of taking a logarithm. Running two targets a factor of ten apart confirms it in one step. The underlying model is covered in the guide to first-order elimination mathematics .
Targets near the floor, and the target of zero
A target of zero has no finite answer, and that is a property of the model rather than a shortcoming in the implementation. The amount is multiplied by a positive factor that is never exactly zero, so it approaches zero without arriving. This is the same fact that makes steady state unattainable, and recognising it as one underlying idea rather than two separate restrictions makes it much easier to keep hold of.
Working close to the floor is also where the assumptions have the least support. A model that treats the whole amount as one homogeneous pool is least defensible at the point where a small residual may be material that never mixed in to begin with. Treat a very small percentage remaining as an algebraic property of the curve rather than as a measurement of anything. If the elapsed time arrives in a unit other than the one the half-life was quoted in, settle that first: the time unit converter does it in one step, and a silent factor of sixty here is the most common way this page produces a confidently wrong number.
Which percentage went in, and how to read the answer back
The most common input error is putting the percentage you want gone into a field asking for the percentage you want left. Twenty five and seventy five look like small corrections and produce durations differing by more than a factor of two, and neither result warns you that the two have been swapped. If the answer looks implausibly long for what you expected, check this before anything else.
A second habit is writing the answer back as a count of half-lives before converting it into hours. Halvings are the transferable unit in this family, because they are the one quantity that depends on neither the substance nor the units you happened to be working in. If you need the same relationship expressed as an absolute quantity rather than a proportion, the time to target amount calculator takes the starting amount as well and performs the extra division for you. Neither version supplies a target that is appropriate, only a target that is arithmetically reachable.
How this calculator works
Take logarithms of the relationship. The fraction remaining is one half to the power of the number of half-lives elapsed, and taking the base two logarithm of a fraction isolates that number of half-lives.
Familiar checkpoints fall out immediately. Twenty five percent remaining is two half-lives, twelve and a half percent is three, and one half of one percent is about 7.64 half-lives.
The formulas
-
t = t-half x log2(1 / fraction)
- log2
- the base two logarithm
Equivalently t = t-half x ln(1/fraction) / ln(2).
-
t = t-half x log2(100 / percent)
The same thing with a percentage rather than a fraction.
Worked example
Time for a quarter of the amount to remain
Illustrative example. The numbers are chosen to make the arithmetic easy to check. They are not a dose, a protocol or a recommendation.
Given
- Half-life
- 24 hours
- Target
- 25 percent remaining
- Express the target as a fraction
- Substitution
- 25 / 100
- Result
- 0.25
- Take the base two logarithm
- Substitution
- log2(1 / 0.25) = log2(4)
- Result
- 2 half-lives
- Multiply by the half-life
- Substitution
- 2 x 24 hours
- Result
- 48 hours
What this shows
Forty eight hours, that is two half-lives, and that is exact rather than approximate. A quarter of the amount is precisely two halvings, so this particular answer contains no approximation beyond the model itself.
Understanding the inputs
- Half-life
- The half-life, in hours.
- Target percent remaining
- The percentage you want to be left, between zero and one hundred.
- Watch for: Entering the percentage you want gone, for example 75, when you mean 25 remaining. A target of zero has no finite answer, since a first-order process never quite reaches zero.
Understanding the results
- Time
- The time in hours until the stated percentage remains, under the exponential model.
Units explained
- log2
- The base two logarithm. Its output is the number of halvings, which is why the result is always a multiple of the half-life.
- Percent remaining
- The proportion still present, not the proportion lost.
Common mistakes
- Entering the percentage eliminated rather than the percentage remaining. The two are complements and give different times.
- Asking for zero percent, which has no finite answer under this model. To get to one thousandth of the original takes about 9.97 half-lives, and to a millionth about 19.9.
- Expecting a time that is not a multiple of the half-life. The logarithm handles fractional halvings correctly, so a target of 10 percent correctly gives 3.32 half-lives.
Important limitations
- The answer is a model time, and it says nothing about what any particular percentage means clinically. A percentage remaining is not a safety threshold and not a clearance criterion.
- This is a one-compartment, first-order model. It assumes a single homogeneous pool, immediate availability of the whole amount, and elimination that is proportional to how much is present. Real pharmacokinetics involves absorption, distribution into tissues, protein binding, several elimination routes with different rates, and metabolites that may themselves be active. Nothing here describes how any substance behaves in a person.
Frequently asked questions
What does the time to percent remaining calculator compute?
Given a half-life and a target percentage remaining, it computes how much time must elapse to reach that percentage: t = half-life x log2(1 / fraction remaining).
How do I use the time to percent remaining calculator?
Enter the half-life and the target percent remaining, a number strictly between 0 and 100. The calculator returns the elapsed time needed.
What is the underlying model behind the time to percent remaining calculator?
The same one-compartment, first-order exponential decay model used throughout this site's pharmacokinetic calculators, solved algebraically for time instead of for amount remaining.
What percent values does the time to percent remaining calculator accept?
Strictly greater than 0 and strictly less than 100; 100 percent remaining would mean no time has elapsed, and 0 percent is mathematically an infinite time under this model.
How is the time to percent remaining calculator different from the time to target amount calculator?
This calculator works in relative terms, a percentage of the starting amount; the time to target amount calculator works in absolute terms, a specific initial and target amount, though both solve the same underlying exponential equation for time.
What units does the time to percent remaining calculator return?
The same time unit you entered the half-life in, for example if half-life is in hours, the result is in hours.
Is the time to percent remaining calculator a medical or dosing tool?
No. It is a mathematical model for educational purposes only, not medical advice or a dosing recommendation. It performs arithmetic on the numbers supplied.
Is the time to percent remaining calculator free?
Yes. The time to percent remaining calculator runs entirely client side.
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- Elimination Rate Constant Calculator Converts a half-life into a first-order elimination rate constant, k = ln(2) / half-life. A textbook model, not medical or dosing advice.
- Half-Life from Rate Constant Calculator Converts a first-order elimination rate constant into a half-life, half-life = ln(2) / k, the inverse of k-from-half-life. A textbook model, not medical or dosing advice.
- First-Order Elimination Calculator Applies the first-order decay model A(t) = A0 x e^(-kt) to compute the amount and fraction remaining after time t. A textbook model, not medical or dosing advice.
- Percent Remaining Calculator Applies the first-order decay model to compute the percent remaining after a given elapsed time and half-life. A textbook model, not medical or dosing advice.