How Many Grad Schools Should You Apply To? PhD vs Master's

For most people, the answer is 6 to 10 programs for a PhD and 4 to 8 for a master’s. The right number for you depends on how competitive your field is, how much each application costs, how strong your profile is, and how many applications you can finish well before the deadlines. This guide gives you a way to set your own number, build a balanced list, and check it against what real applicants report.

One rule sits above all the others: a smaller list of carefully tailored applications beats a long list of rushed ones. Admissions committees can tell when a statement of purpose was written for someone else.

Table of Contents

The short answer by degree type

Degree	Typical range	When to go higher	When to go lower
PhD (US, funded)	6–10	Very competitive fields (clinical psychology, top CS/ML, economics), international applicant, narrow research fit, profile below the program’s typical range	Strong fit with a specific advisor who has confirmed interest, or a funded offer already in hand
Research master’s (thesis, MSc, MA)	4–8	You need funding and few programs offer it	Programs are less selective in your field
Professional master’s (MBA, MPH, MEng, MSW, etc.)	3–6	Scholarship hunting, uncertain profile	Rolling admissions with clear admission criteria
MFA (creative writing, art)	8–12	Acceptance rates at funded MFA programs are often in the low single digits	Rarely
UK or European PhD	3–6	Funding is competitive	Applications are tied to specific advertised positions, so each one is targeted

These are ranges, not rules. The sections below explain how to land on your own number.

Why PhD applicants apply to more programs

PhD admissions are less predictable than master’s admissions for three reasons:

Fit matters more than numbers. A PhD program admits you to work with specific faculty. If the professor you named isn’t taking students this year, your application can be rejected regardless of your GPA. You often can’t know this in advance, so you spread your risk.
Cohorts are tiny. Many PhD programs admit 5 to 15 students a year from hundreds of applications. Small numbers mean more randomness.
Funding is part of the decision. Programs only admit as many funded students as they can support, and that number changes year to year.

Master’s programs, especially professional ones, admit larger cohorts, weigh grades and test scores more predictably, and often don’t need to match you with an advisor. Fewer applications usually cover the same range of outcomes.

If you’re unsure which path you’re on, how long grad school takes and what fully funded PhD programs actually offer will help you decide before you spend money on applications.

The four factors that set your number

1. How competitive is your field?

Acceptance rates vary enormously by discipline and by program. Rather than guess, look at what applicants in your field report. Search your program in the GradCafe results database and count accepted versus rejected reports for the last cycle or two. For example, search Economics PhD results or Clinical Psychology results and compare the ratio to a field like Mechanical Engineering.

Keep in mind that these results are self-reported and self-selected, so they are a rough signal of competitiveness, not an official acceptance rate. Even so, a program where most reports are rejections tells you something a university website won’t.

2. How strong is your profile relative to each program?

Be honest about where you sit. Look at the GPA, test scores, and research experience that admitted applicants report for each program on your list, and sort your programs into three groups:

Reach: your profile is below what most admitted applicants report, or the program admits very few students. Apply if the fit is excellent.
Match: your profile is in the typical range admitted applicants report.
Likely: your profile is above the typical range, or the program admits a larger cohort.

If your GPA is the weak point, read how to get into grad school with a low GPA before you decide which group each program belongs in. Research experience, publications, and strong letters can move a program from “reach” to “match.”

3. What will it cost?

Application fees in the US commonly run from about $50 to $150 per program, plus the cost of sending official test scores and transcripts to each school. Ten applications can easily cost $1,000 or more, and more for international applicants paying for credential evaluations and courier fees.

Ways to bring the cost down:

Fee waivers. Many programs offer them for financial need, participation in certain research programs (McNair, LSAMP and similar), or attendance at recruitment events. Waiver deadlines are often earlier than the application deadline, so ask in October or November.
Skip optional score reports when a program is test-optional and your score won’t help.
Cut, don’t pad. If the money forces you to choose, drop the program you’re least excited about, not the one that’s hardest to get into.

4. How many can you finish well?

Every application needs a statement of purpose tailored to that program, recommenders who have the time to submit, and attention to that program’s specific requirements. Count backward from your deadlines: if your first deadline is December 1, you need every statement in near-final shape by mid-November.

Our Fall 2027 application deadlines tracker lays out the month-by-month schedule. If you are already behind, a shorter, better list is the right call.

How to build a balanced list

A list that gives you real options at decision time usually looks something like this for a PhD:

2–3 reach programs where the fit is strong enough to justify the long odds
3–5 match programs where your profile sits in the typical admitted range and at least one or two faculty members do work you can describe in your statement
1–2 likely programs that you would actually attend, with funding

The last line matters. A “safety” program you would never attend is a wasted fee. For a funded PhD, there’s no such thing as a guaranteed admit, so “likely” means a larger cohort and good fit, not a sure thing.

For a master’s, the same shape works with smaller numbers: 1–2 reach, 2–4 match, 1–2 likely.

A quick test for every program on the list

Before a program earns a place on your list, you should be able to answer yes to all of these:

Can I name at least two faculty members whose current work connects to mine?
Would I accept an offer from this program if it came with the funding I need?
Do I know its deadline, test policy, and whether it interviews?
Can I write one paragraph of my statement that only makes sense for this program?

If the answer to question 4 is no, that application will be weak, and the program should come off the list.

Signs you are applying to too many programs

You are reusing one statement of purpose with the school name swapped.
Your recommenders are complaining, or you’re nervous about asking them to submit 12 letters. (Our guide on asking a professor for a letter of recommendation covers how to make a large request manageable.)
You can’t remember why a program is on the list.
You’re applying to programs you wouldn’t attend “just to see.”

Signs you are applying to too few

Every program on your list is a reach.
Everything depends on one advisor who hasn’t replied to your email.
You have no program on the list that offers funding you could live on.
Your field has very low acceptance rates and you have fewer than six applications.

International applicants in particular tend to under-apply to funded US PhD programs because of fees, then end up with no offers. If cost is the constraint, fee waivers and a slightly longer list are usually a better trade than a short list of reaches.

Use the data before you commit

Before you finalize your number, spend an hour in the results database doing three things:

Count outcomes for each program on your list over the last two cycles.
Note the decision dates so you know when to expect news and whether the program interviews first.
Compare profiles. Many reports include GPA, test scores, and a short note on research background. Use them to sort your list into reach, match, and likely.

Start here: search the GradCafe results database. When you have your own decisions, add your results so the next applicant can do the same.

Applicants in your field are also comparing lists right now on the forum, which is a useful sanity check on whether your number looks normal: join the Fall 2027 applicants discussion.

Frequently asked questions

How many PhD programs should I apply to?

Six to ten is typical. Go toward the top of the range in very competitive fields, if you’re an international applicant, or if your profile is below the range most admitted applicants report. Fewer can work when you have strong, confirmed interest from a specific advisor.

How many master’s programs should I apply to?

Four to eight for a research master’s, and three to six for a professional master’s. Master’s admissions are more predictable than PhD admissions, so you need less spread to cover the range of outcomes.

Is applying to 15 or 20 grad schools too many?

Usually, yes. Beyond about ten, the quality of each application tends to drop, recommenders get stretched, and fees mount. The exception is funded MFA programs, where very low acceptance rates make long lists common.

Is it bad to apply to only one grad school?

It’s risky. Even a strong applicant can be rejected because an advisor isn’t taking students or funding is short that year. If one program is your only real option, apply, but have a plan for a gap year or a reapplication.

Should I apply to safety schools for grad school?

For a master’s, yes: include one or two programs that are likely to admit you and that you’d attend. For a funded PhD, there are no true safeties, so instead include programs with larger cohorts and strong fit alongside your reaches.