How Much Does Selenium Cost? Real Answer 2024

August 1, 2023 · 7 min read

Selenium is a library used for automating web browsers that's free to download but comes with important hidden costs.

Let's find out the real Selenium cost and see what you can do to reduce it.

Quick Answer: The Cost of Selenium

Selenium is free technology to download. However, learning how to use it and paying for the many server resources, infrastructure maintenance and premium proxies adds to the expense. The real Selenium cost isn't in the tool but in the environment that you must build around it.

There is a price to pay to make it work, and its hidden costs emerge, especially in more complex projects.

Get ready to understand the overall Selenium cost in detail.

Complete Answer: Selenium Cost

There are a lot of elements to take into account when trying to determine the real cost of Selenium:

1. It Takes Time to Learn

As with any other advanced technology, learning to use Selenium takes time. You need to put in the effort and practice to master it, and that can take up to several months. Online resources and courses make everything easier, but not all are free.

Self-learning is possible, but you may prefer following certified training programs. These offer structured learning paths and are helpful for gaining practical competence in the tool. Yet, you can't overlook the Selenium certification cost since it can reach up to $500. 

As a last option, you might consider hiring Selenium experts. Yet, finding the right candidates will take months, and those professionals can charge up to hundreds of dollars per hour.

2. Troubleshooting Is Hard

The most successful blogs on Selenium are about its exceptions. Why? Because of the vague error messages produced by the tool in case of a crash. It's hard to realize why an error occurred, and those in-depth guides are key to figuring out what happened.

Take the StaleElementReferenceException error, for example. Your automation script might end with the following message:

Exception in thread "main" org.openqa.selenium.StaleElementReferenceException: stale element reference: element is not attached to the page document

Can you guess what's the reason behind it?

One of the HTML elements you previously selected in the code is no longer on the page when you try to interact with it. That happens when an element gets destroyed via JavaScript, but also because of a refresh or re-render. 

As you can see, Selenium error messages aren't easy to understand, and there are many causes for them. That's why troubleshooting is so complex and time-consuming, adding up to the Selenium cost. Time is money!

3. Getting Blocked while Web Scraping

Many websites have anti-scraping mechanisms to prevent bots from accessing their content. Since advanced bot detection technologies can identify Selenium as well, you always run the risk of getting blocked.

Integrating tools like Undetected Chromedriver and customizations help avoid blocks. However, there's no guarantee of anti-bot bypass. Check out our guide on how to avoid bot detection with Selenium.

Residential proxies are a good solution to further reduce the risk. They provide legitimate IPs and help your bot appear more like regular users. Again, they come with a cost. Providers can charge as much as $1,000 for a monthly subscription or $15/GB. That's a tremendous hidden Selenium cost!

Frustrated that your web scrapers are blocked once and again?
ZenRows API handles rotating proxies and headless browsers for you.
Try for FREE

4. Expensive to Scale Up Headless Browsers with Selenium

Selenium is a resource-intensive tool because it visits each page in a browser. Check out your task manager to get an idea of how much each individual tab consumes on Chrome. Also, as the number of required concurrent requests increases, the Selenium costs can escalate rapidly. 

Consider an example: suppose you need an AWS EC2 instance to run headless browser requests for web scraping. A single Selenium instance usually needs 0.5 vCPU and 2 GB of RAM, which means you'll need a large machine if you want to make more than 5 parallel requests. 

On AWS Pricing Calculator, you can see that the cheapest xlarge server (4 vCPU and 16GB) costs around $172.80. Now, you have to add the costs for outbound bandwidth (~$0.09/GB) and logging via CloudWatch. In the case of a medium-sized project with more instances, you'll also need a load balancer. In total, assume an additional 10%. Thus, we're talking about around $200 per month for a single machine.

Buying an AWS server is just the first step. You also have to manage it, and dealing with IT infrastructure is a real headache. You'll need one or more system administrators, who are among the most expensive professionals in the industry.

5. Beyond Selenium Cost: It's Slow

Selenium is very slow. So slow that a single scraping request can take up to several seconds. On top of that, you must not forget that your target server may detect and block you. That implies several retries and waiting for a new IP from the proxy provider or for the server to unban you.

A single Selenium request can take up to 20 seconds! Let's do some math to understand the consequences of that:

  • Server cost: ~$200/month per instance.
  • Number of parallel Selenium instances that can run on an xlarge machine: ~8.
  • Average successful request time: 20s.
  • Seconds in a month: 2,592,000s.

Cost per request: 200/(8* 2592000/20) = $0.00019/request.

That might not seem like much but, as you're about to see, it's a lot more than other alternatives. Also, we haven't considered the costs of development, proxies, and system administration.

Compare the Selenium Cost with Other Headless Browsers

Playwright and Puppeteer are two headless browsers that represent great Selenium alternatives. 

Playwright is a cross-browser automation tool that supports parallelism out of the box, and its API reduces boilerplate code. That makes it more efficient, scalable, and less costly compared to Selenium. Find out more in our Playwright vs. Selenium guide.

Puppeteer is widely adopted for its simplicity and ease of use. Its integration with Chrome DevTools Protocol allows for in-depth debugging and analysis, which makes troubleshooting much easier, reducing maintenance costs. Learn more in our Puppeteer vs. Selenium guide. 

While both alternatives have their strengths, they don't solve the Selenium cost problems. Here are the main reasons:

  • Migrating from Selenium to another solution is a time-consuming process.
  • They still need proxies and custom logic to avoid getting blocked. 
  • The infrastructure costs are still there.

Time to see a real solution!

Best Cost-Effective Alternative to Selenium

A better alternative to reduce the cost of Selenium is ZenRows. This tool offers similar features to the headless browser but with some key differences:

Instead of being just an automation library, it's a complete web scraping API. Besides offering headless browser features, it also has built-in proxies and many other features. It has the best anti-bot bypass toolkit and a much higher success rate than Selenium.

Find out what makes it a more cost-effective Selenium alternative and more flexible solution:

Self-Managed Headless Infrastructure to Live without Headaches

In ZenRows, making a scraping request in a headless browser boils down to calling an API with the js_render=true parameter. In other words, time- and resource-consuming Selenium tasks become light HTTP requests. See the benefits in the following example:

You'd need 7 VPSs to match the 50 parallel requests supported by ZenRows' Business plan. These would cost you $1,400. And considering the cost of proxies and development, you'd easily reach $2,500 a month. Meanwhile, ZenRows' Business tier only costs $249. That's a 10x savings!

Stop worrying about setting up, scaling up, or maintaining your own machines. Enjoy a headless infrastructure managed for you!

Save Money in Machine Resources and Proxies

ZenRows is an all-in-one solution that offers much more than Selenium. Forget about buying and setting up proxies and servers. 

You won't need a lot of computing resources as the API handles JavaScript rendering for you. That's another aspect where you can save money. Keep in mind that an AWS nano server costs almost 4 times less than an xlarge machine!

When it comes to proxies, traditional providers often charge based on bandwidth usage. That means that you'll have to pay even for unsuccessful requests. In contrast, ZenRows charges only for successful requests, eliminating wasted expenses.

Most reliable proxy services charge around $15 per GB. On average, a web page weighs 2,284 Kb, which is 0.002284 GB. That represents $0.03426 per request, whether successful or not. Meanwhile, with ZenRows, a request via premium proxy costs $0.00083. That's more than 40 times less!

Best Toolkit to Avoid Getting Blocked

Most sites can spot and ban automated requests, even when made via headless browsers. To avoid that, you need to set up the right headers, implement IP rotation, and rely on iffy workarounds. Additionally, the problem is that anti-bots keep evolving, and you have to constantly update your dependencies and look for new solutions.

It seems tricky to avoid getting blocked when scraping, doesn't it?

Well, that's not true. You just need the right tool: ZenRows. With top-notch anti-scraping bypass capabilities, it allows you to overcome any blockage. Forget about the biggest challenge in scraping the web because getting online data has never been easier.

Summary: How Much Does Selenium Cost?

Selenium cost is often perceived as zero due to its download availability. Yet, there are several hidden but high expenses to consider when using it for professional purposes. 

Those costs arise from the time and effort required to learn the tool and put in place a scalable Selenium scraping process. And mostly, you can't ignore expenses related to server resources, infrastructure maintenance, and proxies.

In summary, when evaluating the cost of Selenium, you must consider: 

  • Learning time: Mastering Selenium can take several months, and opting for certified training programs can incur costs of up to $500.
  • Troubleshooting complexity: Vague error messages make debugging challenging, leading to time-consuming efforts.
  • Blocking risks: Anti-scraping mechanisms can result in getting blocked while scraping with Selenium. Residential proxies to avoid that may cost up to $15/GB.
  • Scaling expenses: Selenium's resource-intensive nature and increasing concurrent requests can escalate costs. Setting up multiple AWS EC2 instances can amount to around $200 per month per instance.
  • Bad performance: Selenium's slowness leads to inefficiencies and increased expenses for large-scale projects. A single scraping request usually involves several retries and can take up to 20 seconds. 

Adding up all those costs, a Selenium scraping project costs thousands of dollars per month.

Playwright and Puppeteer are good alternatives that offer some advantages but don't fully address the cost issue. The real solution is an all-in-one web scraping API like ZenRows. It's cheaper and more effective to pay for a single service with headless browser capabilities, built-in proxies, and a top-notch toolkit for anti-bot bypass.


This in-depth guide taught you that you shouldn't get misled by the free nature of Selenium. You explored the main reasons why Selenium is actually an expensive technology and saw a better solution. All the hidden Selenium costs to take into account are no longer a secret!

You know now:

  • Whether Selenium really comes at no cost or not.
  • The main costs of Selenium.
  • More cost-effective alternatives.

No matter how cheap proxy and server providers are, they all cost you money. Avoid that with ZenRows, an all-in-one web scraping API with IP rotation, anti-CAPTCHA, headless browser capabilities, and an advanced built-in bypass toolkit to avoid getting blocked. Scraping any site effectively, even at scale, has never been cheaper. Try ZenRows for free!

Frequent Questions

**Is Selenium Completely Free?**

Yes, Selenium is completely free. You don't have to pay for a license or subscription to use it. However, it has some hidden costs related to use, maintenance and learning costs for professional use.

**Why Not to Use Selenium?**

There are several reasons why not to use Selenium. Even though it's a powerful tool for web automation, it's slow and resource-intensive. Plus, it requires important programming knowledge and doesn't support parallelization natively. Plus, you may also have to face browser compatibility issues.

**Is Selenium Free or Paid?**

Selenium is an open-source tool hosted on GitHub, which means that you can download it and use it for free. As an open-source project, anyone is allowed to forge and modify it without any licensing fees.

**Is Selenium Free and Open-source?**

Yes, Selenium is both free and open-source. Its code is available to the public, and anyone can download and install it without having to pay. Developers are encouraged to contribute to its development so the community can enjoy a bug-free experience.

**Is Selenium Java Free?**

Selenium Java is a set of bindings that is also available for free as part of the open-source project. Users can take advantage of the WebDriver in Java with no Selenium license cost. 

**What Is the Cost of Selenium?**

The cost of Selenium lies in the time and resources required to learn and put it in place effectively. The framework is free, but there are extra costs if users opt for certified training programs, hire experts, or need a complex infrastructure.

**Why is Selenium So Expensive?**

Selenium is so expensive because of the need for external tools and services to overcome challenges such as bot detection and proxy management. Buying and maintaining servers to run it isn't cheap, and the Selenium certification cost for developers can't be ignored.

**Do We Need a License for Selenium?**

No, we don't need a license to use Selenium. The tool is distributed under Apache License 2.0, which allows users to use it for free without any licensing fees.

Ready to get started?

Up to 1,000 URLs for free are waiting for you