Which Is Best: 529 College Savings Plan or Roth IRA for 2025
Deciding between a 529 plan and a Roth IRA for your child's education can feel like picking between apples and oranges. Both offer tax advantages, but the details can get confusing. Understanding the key differences between these accounts is crucial.
Choosing the right one can mean a significant difference in the amount you save and the flexibility you have with the funds. This article will break down the nitty-gritty of 529 plans vs. Roth IRAs for education, so you can make an informed decision and send your child off to college with confidence.
What You Should Know About 529 College Savings Plan and Roth IRA for 2025
- 529 plans offer tax-free growth and withdrawals for qualified expenses. Roth IRAs offer tax-free growth and withdrawals only on earnings used for qualified education expenses, not contributions.
- In terms of flexibility, 529 plans are for education savings only. Roth IRAs offer more flexibility - earnings are tax-free for education, and contributions can be withdrawn anytime for any purpose.
- Roth IRAs do not affect initial aid, but withdrawals can reduce future aid while 529 plans may slightly reduce initial aid eligibility.
Table of Contents
- Is a 529 college savings plan better than Roth IRA for education?
- What are the tax benefits of a 529 plan compared to a Roth IRA for education savings?
- How much money can I contribute to a 529 plan vs. a Roth IRA each year?
- What types of investments can I choose from in a 529 plan vs. a Roth IRA?
- How do qualified expenses differ between 529 plans and Roth IRAs?
- How do 529 plans and Roth IRAs affect financial aid eligibility?
- How do early withdrawal penalties for a Roth IRA differ from a 529 plan?
- Can I use a 529 plan or Roth IRA to save for both education and retirement?
- What to Do When 529 Savings Fall Short for Education Costs
- How can education savings strategies benefit military families?
- How can I prepare for an online college application?
- What should I consider about career outcomes when planning education savings?
- Can alternative education pathways deliver quality outcomes?
- Can you supplement education savings with loans?
- How can independent students access financial resources for education?
- Will future tax law changes affect my education savings strategy?
- How Will Inflation and Rising Tuition Costs Impact My Education Savings Strategy?
- Other Things You Should Know About 529 College Savings Plan and Roth IRA
- What if my beneficiary doesn't pursue higher education?
- Can changing student loan servicers impact my education financing strategy?
Is a 529 college savings plan better than a Roth IRA for education?
There is no single answer to whether a 529 college savings plan is definitively "better" than a Roth IRA for education savings. Both offer advantages and disadvantages, and the best choice depends on your specific circumstances and priorities. In 2021, among U.S. households 20.5% have Roth IRA.
Here are key points to help you evaluate 529 plan and Roth IRA:
529 Plan Advantages
- Tax-free growth and withdrawals for qualified education expenses (including K-12 tuition).
- Broader definition of qualified expenses compared to Roth IRAs.
- State tax benefits may be available depending on your state's plan.
- Early withdrawal penalty applies only to earnings, not contributions.
529 Plan Disadvantages
- Limited investment options compared to Roth IRAs.
- Contributions may slightly reduce initial financial aid eligibility.
- Unused funds may have rollover limitations
Roth IRA Advantages
- More flexible use of funds while earnings are tax-free for qualified education expenses, contributions can be withdrawn anytime penalty-free for any purpose.
- Wider range of investment options for potentially higher returns.
- No impact on initial financial aid eligibility (though withdrawals can affect future aid).
Roth IRA Disadvantages
- Only earnings are tax-free for qualified education expenses.
- Early withdrawal penalty applies to both earnings and contributions if you are not yet 59 ½ and have not met the five-year rule.
Choose a 529 plan for tax-free growth if education savings is your primary goal. It also offers a wider range of qualified expenses. However, if you are unsure about using the funds for education, a Roth IRA offers more flexibility and can serve as a backup retirement plan.
If you have maxed out contributions to other retirement accounts and your income disqualifies you from Roth IRA deductions, a 529 plan might be more beneficial due to state tax advantages.

What are the tax benefits of a 529 plan compared to a Roth IRA for education savings?
In tax year 2022, 39% of households owning Roth IRAs made contributions. Both 529 plans and Roth IRAs offer tax advantages for education savings, but there are distinct differences.
529 College Savings Plan
- Tax-free growth: Contributions may not be tax-deductible federally, but earnings on those contributions grow tax-free as long as the money is used for qualified education expenses.
- State tax benefits: Many states offer tax deductions for contributions made to their specific 529 college savings plan. Check with your state's tax authority for details.
- Tax-free withdrawals: When used for qualified education expenses, withdrawals from the 529 plan are completely tax-free, including both your contributions and earnings.
Roth IRA for Education
- Tax-free growth: Similar to a 529, contributions to a Roth IRA grow tax-free.
- No immediate tax deduction: Contributions to a Roth IRA may not be tax-deductible depending on your income. Higher earners have limits or are completely phased out of Roth IRA deduction benefits.
- Tax-free qualified withdrawals: Only the earnings portion of a Roth IRA withdrawal used for qualified education expenses is tax-free. The actual contributions are not taxed when withdrawn.
How much money can I contribute to a 529 plan vs. a Roth IRA each year?
The contribution limits for 529 plans and Roth IRAs are quite different.
There is no set limit on how much you can contribute to a 529 plan each year. However, each state that sponsors a 529 plan has a lifetime contribution limit per beneficiary. These limits typically range from $235,000 to $575,000.
For 2024, the annual contribution limit to a Roth IRA is $6,000 ($7,000 if you are 50 or older). This is the total amount you can contribute across all your Roth IRAs for the year.
While there is no annual limit, you can use a strategy called "superfunding" to contribute up to five years' worth of Roth IRA contributions to a 529 college savings plan in a single year. There are tax filing requirements associated with this strategy, so consult with a financial advisor if considering it.
Roth IRA catch-up contributions are another option. If you are 50 or older, you can contribute an additional $1,000 to your Roth IRA each year.
What types of investments can I choose from in a 529 plan vs. a Roth IRA?
The investment options available in a 529 plan and a Roth IRA differ in scope and flexibility. 529 plans offer a more limited but convenient set of investment options, often focused on age-appropriate diversification for education savings. Roth IRAs provide a wider range of investment choices, allowing for more control and customization of your investment strategy.
Many 529 plans offer a series of age-based or target-date investment options. These portfolios automatically adjust their asset allocation as the beneficiary gets closer to college age. This can be a good option for hands-off investors who want a diversified approach with a gradually decreasing risk profile.
Some 529 plans may offer a limited selection of individual investment options, such as stock or bond mutual funds. These options may provide more control for experienced investors but require more research and management.
Roth IRAs, on the other hand, offer a much broader selection of investment choices including mutual funds, exchange-traded funds, or individual stocks and bonds. With a Roth IRA, you have more control over your investment strategy. You can choose individual investments or a combination of options to suit your risk tolerance and investment goals.
How do qualified expenses differ between 529 plans and Roth IRAs?
While both 529 plans and Roth IRAs can be used for qualified education expenses, the definition of those expenses differs slightly. A 529 plan offers a wider range of qualified education expenses, including K-12 tuition and student loan repayments. A Roth IRA allows qualified education expense withdrawals, but with a narrower definition focused on higher education costs.
The qualified education expenses that 529 plans cover include:
- Tuition and fees at accredited colleges, universities, vocational schools, and certain apprenticeship programs.
- K-12 tuition (up to $10,000 per year, as of 2024).
- Room and board (prorated based on the student's enrollment status).
- Books, supplies, and equipment required for coursework.
- Fees for standardized tests required for college admission.
- Qualified expenses for students with disabilities.
- Up to $10,000 in repayments of qualified student loans (lifetime limit).
Roth IRAs, on the other hand, allow qualified education expense withdrawals for:
- Tuition and fees at accredited colleges, universities, vocational schools.
- Certain room and board expenses (limited to the amount of qualified tuition and fees).
- Fees for books, supplies, and equipment required for coursework.

How do 529 plans and Roth IRAs affect financial aid eligibility?
The percentage of those saving for college using 529 plans increased from 36.9% in 2022 to 39.3% in 2023. Both 529 plans and Roth IRAs can impact your financial aid eligibility but in different ways.
Effect of 529 Plans on Financial Aid
The value of a 529 plan owned by a parent will be reported as a parent asset on the Free Application for Federal Student Aid (FAFSA). This can potentially reduce the amount of need-based financial aid your child receives.
The effect of a 529 plan on financial aid is usually minimal. Financial aid formulas assess a percentage (around 5.64%) of the asset value. The tax-free growth of the 529 plan can often outweigh this reduction in aid.
While not reported as an asset, contributions to a 529 plan owned by a grandparent are considered student income when used for education expenses. This can also affect financial aid eligibility.
Effect of Roth IRAs on Financial Aid
Retirement accounts like Roth IRAs are not reported as assets on the FAFSA application. This means they generally don't directly affect your initial aid eligibility. However, if you withdraw money from a Roth IRA to pay for education expenses, the entire withdrawal (including both contributions and earnings) is counted as income on the following year's FAFSA. This can potentially reduce your child's financial aid award in that year.
How do early withdrawal penalties for a Roth IRA differ from a 529 plan?
In 2022, 31% of households made IRA withdrawals. There are differences between early withdrawal penalties for a Roth IRA and a 529 plan in terms of what is penalized and what is not penalized.
With 529 plans, the penalty applies to earnings. If you withdraw money from a 529 plan before it is used for qualified education expenses, you will typically face a 10% penalty on the earnings portion of the withdrawal. Your original contributions are returned penalty-free.
However, there are exceptions to the 10% penalty on earnings, such as using the funds for qualified K-12 tuition (up to $10,000 per year), disability-related expenses, or scholarships that reduce the need for withdrawals from the plan.
For Roth IRAs, the penalty applies to both contributions and earnings. If you withdraw money from a Roth IRA before you reach age 59.5 and have not met the five-year rule (having the account open for at least five years), you will generally face a 10% penalty on both the earnings and contributions withdrawn.
There are exceptions to the 10% penalty for Roth IRAs, including using the funds for qualified education expenses, certain medical expenses, a first-time home purchase (up to $10,000), or becoming disabled.

Can I use a 529 plan or Roth IRA to save for both education and retirement?
The number of 529 plan accounts was 16.4 million at the end of December 2023, while four out of 10 households have Roth IRA accounts.
While you cannot use a single account for both schooling and retirement savings, there are several techniques that allow you to combine 529 plans and Roth IRAs to achieve both goals:
1. Prioritize and Contribute Strategically
Generally, it is recommended to prioritize retirement savings. Missing out on early contributions and compound interest growth in a retirement account can have a significant negative impact on your retirement nest egg.
If your employer offers a retirement savings plan with matching contributions, prioritize contributing enough to get the full match. It's essentially free money for your retirement.
Contribute to both once retirement needs are met. Once you are confident you are on track for retirement, you can start focusing on how much to contribute to a 529 plan for education savings.
2. Utilize the New 529 Plan Rollover Option
If your child has unused funds in a 529 plan after their education is complete, a new provision allows you to roll over up to $35,000 of those funds into the beneficiary's Roth IRA.
The rollover amount contributes to the beneficiary's Roth IRA contribution limit for the year. Earnings in the Roth IRA then grow tax-free and can be withdrawn tax-free in retirement.
3. Roth IRA Conversion Ladder Strategy
This strategy involves converting funds from a traditional IRA (where contributions may be tax-deductible) to a Roth IRA. The conversion itself is considered a taxable event but allows for tax-free growth and withdrawals in retirement.
There is a five-year waiting period after a Roth IRA conversion before you can withdraw earnings penalty-free. Contributions (the converted amount you paid taxes on) can be withdrawn anytime without penalty.
This strategy can be complex and has tax implications. It is best suited for those with a long time horizon until retirement and who have already maximized contributions to other retirement accounts.
What to Do When 529 Savings Fall Short for Education Costs
Even with meticulous planning, education costs can sometimes outpace available savings in a 529 plan or Roth IRA. When faced with this gap, understanding your options is critical to maintaining financial stability.
1. Explore Federal Financial Aid Options
Start by completing the Free Application for Federal Student Aid (FAFSA) to determine eligibility for grants, work-study programs, and federal student loans. Federal loans often feature fixed interest rates and flexible repayment plans such as income-driven repayment.
2. Consider Private Student Loans
If federal aid does not fully cover expenses, private student loans can be a supplemental resource. Private loans often have varying interest rates and repayment terms, allowing you to tailor them to your financial situation. To avoid last-minute financial stress, researching and applying for private last minute student loans can provide immediate solutions for unexpected funding gaps.
3. Utilize Scholarships and Grants
Encourage the student to apply for scholarships and grants, which don’t require repayment. Numerous online tools and databases can help identify opportunities tailored to a student's unique skills, achievements, or field of study.
4. Create a Payment Plan with the Institution
Many universities offer payment plans that allow tuition to be divided into manageable monthly payments. Consult with the institution’s financial office to review options that can work with your budget.
5. Tap into Roth IRA Contributions if Necessary
For education-related shortfalls, Roth IRA contributions (but not earnings) can be withdrawn without penalty. While this reduces retirement savings, it provides an income-tax-free avenue to meet immediate education costs.
By blending these strategies effectively, families can bridge the gap between education costs and available savings, ensuring financial goals remain intact.
How can education savings strategies benefit military families?
Military families face unique challenges that require adaptable education savings strategies. Evaluating both 529 plans and Roth IRAs with an understanding of service-related mobility and state residency changes is essential to optimize tax advantages and available benefits. Military-specific considerations include eligibility for additional educational grants, alignment with GI Bill benefits, and flexibility in tax planning when relocating between states. Leveraging cost-effective options such as an online military college can further enhance affordability and access to quality education. Consulting a financial advisor experienced in military benefits ensures your strategy is tailored to meet both immediate educational needs and long-term financial goals.
How can I prepare for an online college application?
Align your savings strategy with the college admissions process by confirming admission requirements and compiling all necessary documentation ahead of deadlines. This approach ensures that your financial planning is in sync with academic application timelines, reducing last-minute complications. For additional clarity on initiating your online education journey, review our article What do I need to start online college?
What should I consider about career outcomes when planning education savings?
When evaluating education savings strategies, aligning them with anticipated career outcomes is a critical factor. Analyzing job market trends and potential earnings in your beneficiary’s chosen field can provide insight into how aggressively to fund education accounts. This approach helps ensure that savings strategies are matched to future financial needs and career aspirations. For instance, selecting a field with strong growth prospects may justify a more ambitious savings plan, while fields with slower income progression might require a more conservative approach. Consider reviewing the best degrees resource to identify high-demand majors and understand their long-term career viability before finalizing your savings strategy.
Can alternative education pathways deliver quality outcomes?
When evaluating education funding strategies, considering non-traditional routes can complement long-term savings plans. Alternative education paths, such as focused career training programs, offer industry-specific skills at a lower upfront investment compared to traditional degree programs. For example, enrolling in an online vocational school could shorten the time to workforce entry while targeting high-demand skill areas. In this context, reviewing accreditation standards, program outcomes, and post-completion employment metrics is essential to ensure the chosen pathway aligns with career objectives and maximizes return on investment.
Can you supplement education savings with loans?
Exploring secondary financing options can provide a safety net when education expenses exceed savings in accounts like 529 plans or Roth IRAs. While few desire to take on student debt, it is a realistic approach for many families aiming to bridge the gap between savings and education costs.
Federal loans remain a common choice due to fixed interest rates and potential eligibility for income-driven repayment plans. However, private loans can also play a significant role, especially when federal options are insufficient. For families seeking more manageable loans, exploring the best small student loans tailored for specific needs can minimize financial strain.
Small private loans often cater to students requiring limited funding and may offer competitive interest rates and flexible payment terms. Families should carefully compare loan options while considering how future repayment fits within their broader financial framework. Leveraging a mix of personal savings and small loans can optimize your strategy for covering education expenses without compromising long-term financial goals.
How can independent students access financial resources for education?
Independent students lacking parental income or co-signers must explore alternative borrowing methods to fill potential funding gaps. Evaluating federal aid, institutional loans, and private credit options is critical. Additionally, reviewing guidance on how to get student loans without parents can help secure competitive loan terms without relying on family assets. Analyzing creditworthiness, maintaining a solid financial history, and strategically combining available saving options with borrowing can optimize long-term financial outcomes.
Will future tax law changes affect my education savings strategy?
Future changes in tax law can alter the comparative advantages of both education savings tools, potentially affecting contribution limits, withdrawal rules, and eligible expense definitions. Evaluating prospective regulatory adjustments and their impact on tax benefits is essential to maintain a robust strategy. Regularly consulting with a tax professional may help navigate emerging policy shifts without compromising long-term financial goals. For example, staying informed about evolving guidelines can be particularly useful when exploring opportunities at colleges that accept FAFSA in today’s dynamic educational landscape.
How Will Inflation and Rising Tuition Costs Impact My Education Savings Strategy?
Rising education expenses and economic uncertainties can affect both the growth of savings and the affordability of higher education. Families should regularly reassess contribution levels and portfolio allocations in light of inflationary pressures that might erode purchasing power over time. Adjusting savings plans to counter rising tuition costs is critical—this may include shifting investment strategies or considering alternatives that offer quicker entry into the workforce, such as 6 month certificate programs high paying jobs. Evaluating the long-term impact of inflation on both 529 plans and Roth IRAs, while remaining flexible in response to market trends and tax regulations, is essential for maintaining an effective education savings strategy.
Here’s What Account Holders Have to Say About 529 Savings Plan and Roth IRA for Education
As an Arizona resident, the tax benefits of the 529 plan were a huge draw for my daughter's psychology studies. It feels amazing knowing her future therapist sessions and textbooks are partially covered tax-free. Plus, the plan lets me save for K-12 now, which is a weight off my shoulders. It's like a gift to her future, and that makes me incredibly proud. - Sarah
Psychology isn't the most traditional career path, and I wasn't sure if my son would end up needing the funds for grad school. The Roth IRA's flexibility was a lifesaver. He ended up taking a gap year to volunteer in South America, and the Roth IRA allowed me to access the contributions penalty-free. Now he's back and focused on his degree, and the tax-free earnings will be a huge help with tuition. - David
While the 529 plan seemed perfect for my niece's psychology degree, my brother worried about the limited investment options. Arizona doesn't offer many high-growth choices within the state's 529 plan. They ultimately decided on a Roth IRA for more control over the investments. It's a bit of a gamble, but they're hoping the potential for higher returns will offset the taxes on contributions if used for education. - Emily
Key Findings
- In 2021, among U.S. households 20.5% have Roth IRA. In tax year 2022, 39% of households owning Roth IRAs made contributions.
- Each state that sponsors a 529 plan has a lifetime contribution limit per beneficiary that typically ranges from $235,000 to $575,000.
- The percentage of those saving for college using 529 plans increased from 36.9% in 2022 to 39.3% in 2023.
- The number of 529 plan accounts was 16.4 million at the end of December 2023, while four out of 10 households have Roth IRA accounts.
- Over one-third of investors said the ability to roll unused 529 assets to a Roth IRA made them feel more inclined to enroll in a 529 plan.
Other Things You Should Know About 529 College Savings Plan and Roth IRA
What if my beneficiary doesn't pursue higher education?
In the event that the designated beneficiary opts not to continue with higher education, families can consider several alternative strategies to optimize their education savings. One approach is to change the beneficiary to another qualifying family member, thereby preserving the tax-advantaged status of the funds. Alternatively, regulatory provisions may allow for a rollover of unspent 529 funds into a Roth IRA, subject to strict guidelines and contribution limits. Additionally, if the new educational path or career requires supplemental funding, exploring targeted loan options such as dentist school loans can provide necessary support without compromising long-term financial goals. Consulting a professional financial advisor is recommended to ensure an optimal, compliant transition in line with evolving academic and career objectives.
Can changing student loan servicers impact my education financing strategy?
Recent changes in student loan servicing can influence repayment terms and overall borrowing strategies, thereby affecting your approach to education financing. Evaluating these changes is critical when considering supplemental loan options alongside your education savings accounts. For example, differences in servicing may alter customer support dynamics and loan management practices, which can indirectly impact how you assess risk and plan long-term funding. Stay informed and evaluate these factors carefully by reviewing insights such as Did Navient become MOHELA?.
How do you choose the best 529 plan or Roth IRA?
Over one-third of investors said the ability to roll unused 529 assets to a Roth IRA made them feel more inclined to enroll in a 529 plan. Choosing between a 529 plan and a Roth IRA for education savings depends on your specific circumstances and priorities. With the current student loan debt statistics, your aim is to be able to choose the best savings plan that will work for you:
Choose a 529 Plan if:
- Education is your primary savings goal: 529 plans are specifically designed for education savings and offer tax-free growth and withdrawals for qualified expenses.
- You want a wider range of qualified expenses: 529 plans now cover K-12 tuition, disability expenses, and student loan repayments (with limitations).
- You prioritize tax-free growth: Earnings in a 529 plan grow tax-free as long as used for qualified education expenses.
- You have a beneficiary in mind: 529 plans can be opened for a specific child or grandchild, allowing you to start saving early.
- State tax benefits are important: Many states offer tax deductions for contributions to their specific 529 plans.
Choose a Roth IRA for education savings if:
- You have flexibility in using the funds: Roth IRAs offer tax-free growth and withdrawals, but only earnings are tax-free for qualified education expenses. Contributions themselves can be withdrawn anytime without penalty. This flexibility allows the funds to be used for other purposes if needed.
- You are unsure about using the funds for education: If your child might not pursue higher education, a Roth IRA allows you to save for retirement as a backup plan.
- You have limited contribution options: If you are already maxing out contributions to other retirement accounts and your income disqualifies you from Roth IRA deductions, a 529 plan might not be as beneficial.
Can I change the beneficiary of a 529 plan or Roth IRA?
Yes, you can change the beneficiary of both 529 plans and Roth IRAs, but there are some key differences in the process and potential tax implications:
Changing Beneficiary of a 529 Plan:
In most cases, you can change the beneficiary of a 529 plan to another qualified individual, such as another child, grandchild, niece, or nephew. There are typically no tax consequences for simply changing the beneficiary within the same family. Some states may have restrictions on how often you can change beneficiaries or limitations on who can be named as a new beneficiary. Always check with your plan administrator for specific details.
Changing Beneficiary of a Roth IRA:
You can change the beneficiary of a Roth IRA at any time during your lifetime. Changing the beneficiary to someone other than your spouse generally doesn't have any immediate tax consequences. However, upon your death, the tax treatment for the new beneficiary will differ from that of a spouse inheriting the Roth IRA.
Are there any restrictions on how I can use funds from a Roth IRA for education?
Yes, there are some restrictions on how you can use funds from a Roth IRA for education expenses, even though they offer tax advantages. Here's a breakdown of the limitations:
Qualified Education Expenses: The IRS defines qualified education expenses for Roth IRA withdrawals. These expenses include:
- Tuition and fees at accredited colleges, universities, vocational schools.
- Certain room and board expenses (limited to the amount of qualified tuition and fees).
- Fees for books, supplies, and equipment required for coursework.
Earnings vs. Contributions: Only the earnings portion of a Roth IRA withdrawal is tax-free and penalty-free when used for qualified education expenses.
Contributions: The contributions you made to your Roth IRA, which were likely already taxed when you earned them, are not tax-free when withdrawn for education expenses. You can withdraw these contributions at any time without penalty, but you'll still pay taxes on any earnings they may have generated within the Roth IRA.
What are the biggest mistakes people make when choosing between a 529 and a Roth IRA?
Here are some of the biggest mistakes people make when choosing between a 529 plan and a Roth IRA for education savings:
Not Choosing Based on Needs: The biggest mistake is choosing the wrong account based on misconceptions rather than your specific needs. If education is your primary goal, a 529 plan offers clear tax advantages for qualified expenses. A Roth IRA provides more flexibility but with limitations on tax-free withdrawals for education.
Failing to Evaluate and Compare Tax Benefits: People might not realize that only the earnings portion in a 529 plan is tax-free, and all withdrawals from a Roth IRA are tax-free for education, neglecting that only earnings qualify for this benefit.
Overlooking State Tax Benefits: Many states offer tax deductions for contributions to their specific 529 plans. People might not consider these state-specific benefits when comparing options.
Not Factoring in Financial Aid: While the impact is usually minimal, people might not realize that 529 plans are reported as parent assets and could slightly reduce initial financial aid eligibility. While Roth IRAs themselves are not reported on the FAFSA, withdrawals for education are considered income and can impact future aid awards.
Ignoring Investment Options: People might not be aware of the limited investment options typically offered by 529 plans compared to the wider range of choices available in a Roth IRA.
References:
- ISS Governance. (2023). ISS Market Intelligence Releases Annual 529 Industry Analysis Report.
- Journal of Accountancy (2020). Look before you leap into a 529 plan.
- National Association of State Treasurers (2023). NAST State 529 College Savings Program Plan Data Mid-Year 2023 Report.
- Washington Student Achievement Council (2021). Non-Participant Survey Report (2021)
