The product is an open-source load balancer. We deploy it for our application as a front-end server where all the users come on that particular HAProxy server, and it is redirected to our back-end servers.
Consultant at Pi DATACENTERS
Open-source, cuts costs, and is straightforward to set up
Pros and Cons
- "It is scalable."
- "The GUI should be more responsive and show the detailed output of logs."
What is our primary use case?
How has it helped my organization?
It helps include the reverse proxy or more security modules for enhancing security. It helps with enhancing web application security.
What is most valuable?
The solution is open-source.
HAProxy can provide protocol-level load balancing. We can use the HTTP or HTTPS load balancing, including the PCP and UDP protocol level load balancing.
The setup is straightforward.
It is scalable.
The solution is stable.
It's saved project costs and time. Since the deployment is very easy and the open-source functionality saves a huge amount of cost in terms of project deployment.
What needs improvement?
The product should have more security and dashboard functionality for monitoring so that any administrator can see the usability and track all the incoming and outgoing requests. It should have a better dashboard GUI, and more security models should be there. The GUI should be more responsive and show the detailed output of logs. We need it to be more visible.
Documentation could be better.
Buyer's Guide
HAProxy
January 2025
Learn what your peers think about HAProxy. Get advice and tips from experienced pros sharing their opinions. Updated: January 2025.
831,265 professionals have used our research since 2012.
For how long have I used the solution?
I've used the solution for around four years. We started using it in 2018.
What do I think about the stability of the solution?
It's reliable and very stable. There are no bugs or glitches. It doesn't crash or freeze.
What do I think about the scalability of the solution?
It's a scalable product.
There are more than 2,000 users on the product right now.
We already scaled up with the different sets, so we previously scaled this solution.
How are customer service and support?
I did not solicit the help of any technical support.
The documentation that's available on the HAProxy is okay. There is some room for improvement in that regard.
How would you rate customer service and support?
Neutral
Which solution did I use previously and why did I switch?
We previously used a traditional load balancer.
We used a TCP load balancer. The NGNIX, we use for the reverse proxy for HTTP and HTTPS protocol. However, for particular applications, we required TCP load balancer, so we used HAProxy there.
HAProxy provides the TCP and UDP port protocol-based load balancing, and NGINX is the reverse proxy, providing a great solution for web traffic, HTTP, and HTTPS.
How was the initial setup?
The initial setup is very simple and straightforward. It's not too complex.
One single administrator can manage and deploy this product.
What about the implementation team?
I handled the deployment of the product myself.
What was our ROI?
We just replaced some of our OEM solutions with an open-source solution. We did not invest anything in that, we just save the money on some OEM products. We have to purchase some load balancers, however, we replaced this with the open-source option and they are performing well. Therefore, there is a return on investment in the sense that we replaced that traditional load balancer that we paid for.
What's my experience with pricing, setup cost, and licensing?
We do not need to pay for the product as it is open-source.
There's no additional cost. We can deploy and manage on our own, and community support is available in HAProxy.
Which other solutions did I evaluate?
We evaluated NGINX prior to using this product.
What other advice do I have?
If you require a TCP and UDP protocol for load balancing, this is a very great solution.
I'd rate the solution eight out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: I am a real user, and this review is based on my own experience and opinions.
CTO at Qivos
Stability is number one and when configured correctly, it could run for years
Pros and Cons
- "Stability is number one."
- "The reconfigurability in terms of the tooling could be improved and maybe an editor plugin can be added."
What is our primary use case?
HAProxy has been our primary SSL termination technology in production. We use it for our own product, which is Qivos Cloud. It is a software service and we used HAProxy for high-traffic API gateways. These products load balance our servers.
How has it helped my organization?
We are using HAProxy, for secondary loads and use cases. There are times that our customers require specific static IP addresses versus AWS CloudFront, which uses IP pools. So when we have such environments, we use HAProxy for SSL termination and load balancing.
What is most valuable?
Stability is number one. We have never had problems with it. When configured correctly, it could run for years. We never had a task that we could not achieve with HAProxy.
What needs improvement?
The reconfigurability in terms of the tooling could be improved and maybe an editor plugin can be added. Something that might help with syntax or common use cases.
For how long have I used the solution?
We have been using HAProxy for more than five years.
What do I think about the stability of the solution?
HAProxy is very stable.
What do I think about the scalability of the solution?
We had no problem with scalability both in terms of scaling HAProxy itself, or the backend behind it.
How are customer service and support?
We only used it for public resources, like the manual, documentation, or stack overflow. We could find the solutions easily.
Which solution did I use previously and why did I switch?
We replaced HAProxy with CloudFront because we switched to a serverless option. We did not have a problem with HAProxy. We re-architected our solutions. SSL termination and load balancing now happen in AWS CloudFront and application load balancer.
What about the implementation team?
We deployed in-house. We learned how to use it. I would say less than a month. In the beginning, we only did specific things and over time we gained expertise and we expanded our users, but it was, more or less, a month to go with production.
What's my experience with pricing, setup cost, and licensing?
HAProxy was very easy to script, but it had a learning curve back then. I am talking about four or five years ago. Once we gained our expertise on what we wanted to do with HAProxy, it was easier. We only used the open-source version of HAProxy for pricing.
Which other solutions did I evaluate?
HAProxy is something that we manage ourselves, so we cannot directly compare it with Amazon CloudFront. If we only focus on technology, it is the same features. The only reason we switched is because of management costs.
What other advice do I have?
HAProxy is definitely a dependable choice. The only thing that needs some attention is the initial learning curve. When you get past that, it is a great tool to use. We are very happy with it. I would rate HA Proxy a nine out of ten.
Which deployment model are you using for this solution?
Public Cloud
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Buyer's Guide
HAProxy
January 2025
Learn what your peers think about HAProxy. Get advice and tips from experienced pros sharing their opinions. Updated: January 2025.
831,265 professionals have used our research since 2012.
UNIX System Administrator at a financial services firm with 5,001-10,000 employees
You can go down to the protocol level and make decisions on something
Pros and Cons
- "The most valuable thing for me is TCP/IP Layer 4 stuff you can do with HAProxy. You can go down to the protocol level and make decisions on something."
- "Sometimes it's challenging to get through the log, and you need a log to understand what is going on. It isn't easy to map the logging with the documentation, and every time I read the log, I have to pull out the documentation to understand what I'm reading."
What is our primary use case?
I use it for managing Redis clusters where I have a front-end for a read-write and a front-end for a read-only. I have no idea who else in my company uses it. I had opted to use this because we have silos in our company. We have a network silo that does the load balancing, and I wanted to control how these tests worked with the load balancing. I wanted them to do load balancing where they hand off like a TCP Fast Open. They perform a check on these services with TCP Fast Open.
For example, there is one free HAProxy service for each node, and they use TCP Fast Open for things like that. It's flipped to the HAProxy, and then they establish a persistent connection. It's more of a hand-off, and then I can do all the magic. You can do most of the things I'm doing with HAProxy in F5 too. However, it's siloed off and takes a long time to get things done. I don't have any agility. I took that upon myself with HAProxy because it's a lot quicker to do it myself instead of waiting weeks for somebody else to do it.
What is most valuable?
The most valuable thing for me is TCP/IP Layer 4 stuff you can do with HAProxy. You can go down to the protocol level and make decisions on something.
What needs improvement?
The logging is pretty hard to understand, but the documentation for the logging is decent. That would be my only criticism. Sometimes it's challenging to get through the log, and you need a log to understand what is going on. It isn't easy to map the logging with the documentation, and every time I read the log, I have to pull out the documentation to understand what I'm reading.
And there is some more functionality that I would like to see. For example, you'll do a TLS to the front leg— whatever connects to your load balancer. You do the HTBS or whatever TLS connection there. And then, on the back end, you usually have to clear it a lot of times. I want to be able to do TLS all the way through on both legs. I don't know if it can do that. HAProxy might be able to do this already, but I haven't done enough research to see if this is possible
For how long have I used the solution?
Probably about two years now.
What do I think about the stability of the solution?
HAProxy is rock solid. I'm pleased with it.
What do I think about the scalability of the solution?
HAProxy is scalable. It easily handles the current loads, but my connections are pretty low. It can take a lot more than what I'm doing. I'm making around 200 connections per second, which doesn't put much stress on the solution. HAProxy can handle it pretty easy.
How are customer service and support?
I've never used any tech support. I just use the freeware.
How was the initial setup?
The setup was pretty straightforward. When I started using HAProxy, I played around with it in a container and built from source, so I got a good feel for what it could do. And then I picked up a book called Load Balancing With HAProxy. After I read that, I felt confident I could use this service in a production setting. I was able to tune the knobs I needed to adjust and understand things pretty well. The book is pretty decent, but I wouldn't mind seeing a newer version of it. It was helpful.
The HAProxy documentation on the web isn't bad, but the book is much nicer for me. I like to see how the authors apply HAProxy to specific use cases and leverage things. Also, they explain how to do something, whereas the documentation only tells you about the features and parameters. Sometimes it's hard for the documentation to show the importance of a feature and express how to do what you want.
What's my experience with pricing, setup cost, and licensing?
I'm using the freeware version. I have no idea if there is a paid solution because I've never looked into it. I might in the future if I have a use case for it. But right now, I'm leveraging the free version, and it seems to fit well in this stack because I'm using the free Redis.
What other advice do I have?
I would rate HAProxy nine out of 10. My biggest recommendation for any new HAProxy user is to read Load Balancing With HAProxy by Nick Ramirez. If you're thinking about using HAProxy and you want to get your feet wet, read this book and follow along with it. Determine whether you're trying to do an HAProxy for a web service or something else and concentrate specifically on those pieces. I read the whole book and enjoyed it, but you can focus on one thing if you need to. This book is short, and you can just read the whole thing to understand it.
Which deployment model are you using for this solution?
On-premises
Disclosure: I am a real user, and this review is based on my own experience and opinions.
DevOps Engineer at a media company with 501-1,000 employees
VRRP redundancy is a mission-critical feature that works seamlessly for us
Pros and Cons
- "I estimate that this product has saved our company hundreds, if not thousands, of dollars in possible downtime from previous load balancers. We make a lot of our money from online sales, so it is critical to have 99.9% uptime."
- "The ease of use of the configuration, and great documentation, are the most valuable features for us."
- "The VRRP redundancy is also a mission-critical feature that works seamlessly. I can bring down a server live with minimal downtime because of this."
- "HAProxy Enterprise Edition has been rock solid. We have essentially had no downtime caused by our load balancers in the last 10 months, because they’ve worked so well. Previously, our load balancers caused us multiple hours per year in downtime."
- "The only area that I can see needing improvement is the management interface, since it is pretty much all through the CLI or configuration. A GUI/web interface could be helpful for users who are not as experienced in the Linux shell. However, HAProxy does have another product that we evaluated called ALOHA, which has a web front-end, but we found it did not meet our needs."
What is our primary use case?
Our primary use case for this solution is to perform Layer 7 load balancing/reverse proxying of both our internal and external web applications.
We also use it for SSL offloading, and are beginning to utilize the basic Web Application Firewall functionality of it.
HAProxy also performs VRRP, for redundancy, in case one of the servers were to go down.
How has it helped my organization?
I estimate that this product has saved our company hundreds, if not thousands, of dollars in possible downtime from previous load balancers. We make a lot of our money from online sales, so it is critical to have 99.9% uptime.
What is most valuable?
The ease of use of the configuration, and great documentation, are the most valuable features for us.
The VRRP redundancy is also a mission-critical feature that works seamlessly. I can bring down a server live with minimal downtime because of this.
What needs improvement?
The only area that I can see needing improvement is the management interface, since it is pretty much all through the CLI or configuration. However, HAProxy does have another product that we evaluated called ALOHA, which has a web front-end, but we found it did not meet our needs.
For how long have I used the solution?
Less than one year.
What do I think about the stability of the solution?
No stability issues. HAProxy Enterprise Edition has been rock solid. We have essentially had no downtime caused by our load balancers in the last 10 months, because they’ve worked so well. Previously, our load balancers caused us multiple hours per year in downtime.
I am also able to make configuration changes during the day, in production, with no worries of problems and/or downtime occurring.
What do I think about the scalability of the solution?
No scalability issues, but only because we do not deal with a lot of scale here. We simply rely on an active/passive configuration, so if a load balancer were to fail, we would have a backup instance ready to go.
How are customer service and technical support?
The technical support has been, in one word, perfect. Every time I call, I’m on the phone with a representative within five minutes who is highly skilled and willing to help, whether in the case of critical issues or simple advice. They always make me feel like I can pick up the phone just to have a good conversation about a new feature, a bug, a "what if" scenario, or anything else.
Which solution did I use previously and why did I switch?
We previously used Coyote Point load balancers, and then switched to Fortinet’s Application Delivery Controller, due to end-of-life on the Coyote Points. After a few months of major issues involving hours of downtime and slowness, we had to make a decision to move away from Fortinet. We chose HAProxy because of the open-source community behind it, and previous experience with it. We then decided to upgrade to the Enterprise Edition for the support they offer.
How was the initial setup?
The initial setup was fairly straightforward. With a minimal configuration, you can get up and going quickly. However, it is very easy to modify the configuration to meet any requirements you may have, and reload in production with no downtime. The only complex part is having to maintain the base operating system, as HAProxy EE is simply a Linux package. The hardening of the operating system was done by myself since there is no appliance, like their ALOHA offering.
What's my experience with pricing, setup cost, and licensing?
The price is well worth it. HAProxy Enterprise Edition paid for itself within months, simply due to the resiliency it brings. It was a bit more expensive than we were originally interested in paying, but we are thankful we chose to go with HAProxy.
Which other solutions did I evaluate?
We did not evaluate any other options. We considered looking at Barracuda’s offerings, but after a few days of evaluating HAProxy, we decided that it would be the best fit for us.
What other advice do I have?
I would rate this product a nine out of 10. I only took off one point because of the lack of a GUI, although in this case I would say that I prefer the CLI and configuration, which is primarily how we manage it. A GUI/web interface could be helpful for users who are not as experienced in the Linux shell.
Be sure you are familiar with the Linux command line and have networking knowledge. Specifically, VRRP is helpful to understand the high-availability aspect of it. The documentation is very helpful, so be sure to follow their given best practices and configuration tips.
Disclosure: PeerSpot contacted the reviewer to collect the review and to validate authenticity. The reviewer was referred by the vendor, but the review is not subject to editing or approval by the vendor.
System Administrator at Styria IT
A versatile tool for load balancing and traffic management in different environments
Pros and Cons
- "It is a crucial tool in ensuring smooth service provision without any interruptions."
- "There is room for improvement in HAProxy's dynamic configuration."
What is our primary use case?
The main use cases are for load balancing and limiting traffic. It is utilized as a front-end server for balancing HTTP traffic, as well as for balancing traffic between application servers and database servers like Redis and Elasticsearch. HAProxy is employed for both HTTP and TCP load balancing purposes, ensuring optimal resource utilization and preventing overloading of any single server.
How has it helped my organization?
When dealing with scenarios that require splitting or monitoring Redis clusters with external masters and two slaves, HAProxy becomes essential. This is because HAProxy can significantly reduce delays in Redis communication when switching roles between servers. This reduction in delay improves application load time and prevents unnecessary downtime during server switchovers. It is a crucial tool in ensuring smooth service provision without any interruptions.
What needs improvement?
There is room for improvement in HAProxy's dynamic configuration. Currently, dynamic changes are lost when reloading the service, and it would be beneficial if dynamic configuration changes could be applied without losing the configuration or reloading the service, ensuring backups and preserving the static configuration.
For how long have I used the solution?
I have been using it for six years.
What do I think about the stability of the solution?
I would rate its stability capabilities nine out of ten.
What do I think about the scalability of the solution?
It provides impressive scalability. I would rate it ten out of ten.
How are customer service and support?
In a specific situation where a question was posted on a forum, the issue was successfully resolved within a day or the following day. I would rate their customer support services nine out of ten.
How would you rate customer service and support?
Positive
Which solution did I use previously and why did I switch?
We worked with NGINX, but these two solutions are not entirely comparable as they serve different primary purposes. NGINX functions both as a web server and a reverse proxy server, while HAProxy is primarily a load-balancing proxy. They both have load-balancing capabilities, but their main focus and functionalities are distinct.
How was the initial setup?
The initial setup can be challenging. I would rate it six out of ten.
What about the implementation team?
For simpler cases, the deployment process can take around one hour. For more complex scenarios, it can extend up to one week.
What's my experience with pricing, setup cost, and licensing?
We are using HAProxy as an open-source.
Which other solutions did I evaluate?
NGINX is easier to configure and is well-suited for load balancing against an application server. However, HAProxy is more versatile and can be fine-tuned for various scenarios, particularly in load-balancing multiple application servers. In terms of deployment, HAProxy is easy to integrate into a green-blue deployment approach. It allows for simpler configuration and sending commands to its sockets.
What other advice do I have?
Based on customer stability and varying use cases, I recommend choosing this solution. I would rate it nine out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: I am a real user, and this review is based on my own experience and opinions.
DevOps Tech Lead at a computer software company with 51-200 employees
We are handling millions of requests per minute in a high-availability cluster
Pros and Cons
- "Reliability. HAProxy is the most reliable product I have ever used."
- "It is stable. Period. Will not fail unless you do something wrong."
- "If nbproc = 2, you will have two processes of HAProxy running. However, the stats of HAProxy will not be aggregated, meaning you don't really know the collective status in a single point of view."
How has it helped my organization?
In some environments we are handling millions of requests per minute in a high-availability HAProxy cluster. I don't know any other free software that can do that, from a performance perspective.
What is most valuable?
- Reliability. HAProxy is the most reliable product I have ever used.
- It is stable. Period. Will not fail unless you do something wrong.
These features are why I give it a 10 out of 10.
What needs improvement?
HAProxy running in multiple cores, for example one for HTTP and another for HTTPS, requires the use of "nbproc". So if nbproc = 2, you will have two processes of HAProxy running. However, the stats of HAProxy are not aggregated, meaning you don't really know the collective status in a single point of view. Each process has its own socket and it's up to you to aggregate them, and then your stats become less accurate.
Also, having multiple HAProxy nodes in High Availability mode requires the use of clustering software such as Pacemaker and Corosync which are very complex.
For how long have I used the solution?
More than five years.
What do I think about the stability of the solution?
Yes, I have encountered issues, but they are always related to configuration, OS settings, network.
What do I think about the scalability of the solution?
Yes, there have been issues with scalability, but that's because of other software configuration such as OS settings, network.
How are customer service and technical support?
We don't use commercial support.
Which solution did I use previously and why did I switch?
I used appliances such as Alteon (Radware) which are not as good and do not support all the features required in our environment.
How was the initial setup?
Setting up an HAProxy is simple, however to run it in production you have to do a lot of tweaking.
What's my experience with pricing, setup cost, and licensing?
There is no pricing for HAProxy. There are other HAProxy paid products (support/appliances) but we haven't used them so far.
Which other solutions did I evaluate?
Only lately, nginx has introduced an advanced "proxy" product. It is okay, but HAProxy is better in terms of performance and stability.
What other advice do I have?
- Use the best hardware you can (CPU and memory).
- Don't log files locally, if possible.
- Use multi process only if you have to, and don't utilize the first core.
Disclosure: PeerSpot contacted the reviewer to collect the review and to validate authenticity. The reviewer was referred by the vendor, but the review is not subject to editing or approval by the vendor.
Senior Systems Architect at a tech vendor with 51-200 employees
Multiple algorithms load-balance HTTP and TCP requests
Pros and Cons
- "The most important features would be the load-balancing of HTTP and TCP requests, according to multiple LB-algorithms (busyness, weighted-busyness, round robin, traffic, etc). Another important feature that we cannot live without is the username/passwd authentication for legacy systems that had none."
- "The web stats UI, which provides the status of the health and numbers, could greatly benefit from having a RESTful interface to control the load-balanced nodes. Although there is a hack around the UI (by issuing a POST request to HAProxy with parameters), a RESTful interface would greatly improve the automation process (through Chef and Ansible)."
What is our primary use case?
We have the following use-cases for HAProxy:
- To load-balance dozens of Apache 2.4 Servers mod_proxy. (Internal load-balance Tomcat, Jetty, JBoss app containers, using TCP load-balancing).
- To load-balance hundreds of MySQL and PostgreSQL databases using TCP load-balancing. We manage inventory of these through Ansible automation.
- To provide a layer of security (username/passwd) authentication for legacy back-end Web apps that may not have username/passwd implemented yet. Some financial Web apps were created over 15 years ago and focused on reports, files, logs, and market share stats and were written in Perl. We also had a very old Kibana interface to visualize those logs. Such Web apps required HAProxy to tunnel the requests with un/pw authentication.
- To redirect traffic internally based on /URL to the relevant services (DNS nameserver) and as a gateway to tunnel traffic to customers who explicitly require reverse-IP authentication. The DNS nameserver was a trendsetter that we learned quickly and now cannot live without.
How has it helped my organization?
As our traffic began increasing nine years ago, we desperately needed to load-balance TCP requests (for DBs). We originally used round robin on an array[] which stored the IPs of half a dozen DBs. But with HAProxy, we didn't need to maintain such complexity. We later exploited many more features.
What is most valuable?
The most important features would be the load-balancing of HTTP and TCP requests, according to multiple LB algorithms (busyness, weighted-busyness, round robin, traffic, etc).
Another important feature that we cannot live without is the username/passwd authentication for legacy systems that had none.
What needs improvement?
The web stats UI, which provides the status of the health and numbers, could greatly benefit from having a RESTful interface to control the load-balanced nodes. Although there is a hack around the UI (by issuing a POST request to HAProxy with parameters), a RESTful interface would greatly improve the automation process (through Chef and Ansible).
For how long have I used the solution?
More than five years.
What do I think about the stability of the solution?
I have deployed over 50 instances of HAProxy over the past 15 years and never encountered any stability issues. Most HAProxy instances have continuously run for over two years until the server required a kernel upgrade.
What other advice do I have?
I have used it for over 10 years. I started using it as a Web application (Tomcat, Apache, JBoss) load-balancer when it had a few stable releases. When I first start using it, HAProxy was primarily used to load-balance HTTP requests. Since we are a B2B company that deals primarily with hotel inventory, IP authentication was a must. Therefore, our customers had single end-points to send and receive RESTful requests. To make this viable, we had to use a central server as a proxy to tunnel out the requests. We will continue to use HAProxy as our entry-point and exit-point of the system.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Software Engineering Lead at a tech company with 10,001+ employees
Software defined load balancing allows us to dynamically adjust/codify routing decisions
Pros and Cons
- "Software defined load balancing allows us to dynamically adjust and codify routing decisions. This speeds up development."
- "The support for all major Linux distros makes running and testing a breeze."
- "Tech support is super-quick to respond, and always on target with answers specific to the current issue."
- "Dynamic update API. More things should be possible to be configured during runtime."
- "We would like to see dynamic ACL and port update support. Our infrastructure relies on randomly allocated ports and this feature would allow us to update without restarting the process."
What is our primary use case?
E2E load balancing of Layer 7 and Layer 4 applications.
How has it helped my organization?
Software defined load balancing allows us to dynamically adjust and codify routing decisions. This speeds up development.
What is most valuable?
Performance and SSL proxy/offloading capability. Compared to nginx it’s a lot cleaner and quicker.
What needs improvement?
Dynamic update API. More things should be possible to be configured during runtime.
We would like to see dynamic ACL and port update support. Our infrastructure relies on randomly allocated ports and this feature would allow us to update without restarting the process. The ACL add/update would help with some direct routing challenges that currently require us to work around them with a map and static back-ends.
For how long have I used the solution?
Three to five years.
What do I think about the stability of the solution?
No issues with stability.
What do I think about the scalability of the solution?
No issues with scalability.
How are customer service and technical support?
A+++. Super-quick to respond, and always on target with answers specific to the current issue.
Which solution did I use previously and why did I switch?
We did use hardware loadbalancing, and still use nginx for some Layer 7 routing challenges. We switched because software defined loadbalancing allows us to dynamically adjust and codify routing decisions. This speeds up development.
How was the initial setup?
The learning curve is small if one is familiar with routing/networking in general, but it takes some time to fully understand the impact of some configuration settings. The support for all major Linux distros makes running and testing a breeze though.
Which other solutions did I evaluate?
NTLM/F5 hardware, nginx.
What other advice do I have?
Use it for some small, non-critical systems first, get comfy with the stats, and then scale out. Codify your configuration and keep it as simple as the requirements allow.
Disclosure: PeerSpot contacted the reviewer to collect the review and to validate authenticity. The reviewer was referred by the vendor, but the review is not subject to editing or approval by the vendor.
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Updated: January 2025
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