Buildkite vs JFrog Pipeline comparison

Buildkite and JFrog are both solutions in the Build Automation category. Buildkite is ranked #8 with an average rating of 8.2, while JFrog is ranked #22. Buildkite holds a 2.8% mindshare in BA, compared to JFrog’s 2.1% mindshare. Additionally, 92% of Buildkite users are willing to recommend the solution, compared to 100% of JFrog users who would recommend it.

Buildkite

Read 14 Buildkite reviews

710 Views
696 Comparison Views

92% willing to recommend

JFrog Pipeline

Read 1 JFrog Pipeline review

506 Views
496 Comparison Views

100% willing to recommend

Buildkite

JFrog Pipeline

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Buildkite and JFrog Pipeline based on real PeerSpot user reviews.

Find out what your peers are saying about GitLab, Google, GitHub and others in Build Automation.

To learn more, read our detailed Build Automation Report (Updated: January 2026).

Buyer's Guide

Build Automation

January 2026

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Buildkite

Ranking in Build Automation

8th

Average Rating

8.2

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

No ranking in other categories

JFrog Pipeline

Ranking in Build Automation

22nd

Average Rating

8.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Build Automation category, the mindshare of Buildkite is 2.8%, up from 0.4% compared to the previous year. The mindshare of JFrog Pipeline is 2.1%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Build Automation Market Share Distribution
Product	Market Share (%)
Buildkite	2.8%
JFrog Pipeline	2.1%
Other	95.1%

Build Automation

Featured Reviews

Raed I.Habib

Senior DevOps Engineer at a newspaper with 5,001-10,000 employees

Easy-to-use and provides good documentation for managing agents

Buildkite has been pushing a lot of effort toward the plugin marketplace and plugin users, especially with the Kubernetes plugin that supports the scalability of agents. The flexibility of some plugins is somewhat limited. In the past, I used to modify the plugins according to my needs. Now, plugins support some sort of configuration or reconfiguration. I would love to see some features added in that direction and the plugin's use. I would like to see some improvements in the hooks implementation. The hooks are amazing and give me a lot of extra flexibility in many of the pipelines, but they're still limited in some areas.

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Steve Buttler

DevOps Lead at a tech company with 51-200 employees

Testing against multiple run times, versions, and environments is a plus point

We are using Shippable to automate our CI/CD, so we (and our developers) can focus on our core business. Shippable has tremendously increased our product and features delivery by at least three times. The platform has some amazing features and the integration option makes it very simple to plug…

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The tool is simple and has no learning curve. If you know YAML, you can master it. It is simple to learn."

"The tool's flexibility with pipelines gave us a lot of advantages, especially when managing a huge amount of microservices."

"Buildkite makes it easier to conduct deployment. When I merge a PR in Buildkite, it automatically starts the deployment process. It used to be challenging to shift code from the development branch to the testing branch because I had to follow up with multiple developers. Previously, I was dependent on the DevOps team and developers to handle deployments, but now it allows me to deploy the solutions myself.This has made it much easier for me to handle both non-production and production environments."

"They have great plugins, scalability, UI, and pipeline options. They also offer webhooks that allow integration with custom setups to send events dynamically."

"You don't have to set up an agent in Buildkite like in Jenkins."

"It is a stable solution."

"If you join our team, it's very easy to learn Buildkite. We have our own boilerplate, so you can just clone it and add your configuration steps. Plus, we have documentation available to guide you through the process."

"The product's initial setup phase was easy."

More Buildkite pros

"Testing against multiple run times, versions, and environments is a plus point with the additional pipelines making it more interesting to see what is happening across your development process in a single pane of glass."

"The platform has some amazing features and the integration option makes it very simple to plug with any of our favorite tools."

Cons

"The solution should offer more options for installing an agent and give users the option of having a separate self-hosted or provisioned agent."

"There is a need for rework occasionally, and issues like syntax errors can occur multiple times, especially when manual changes are made in AWS or Amazon Connect that are not captured in the code."

"Based on the load, the agents can be scaled up and scaled down, and while they are scaling up, sometimes they just get stuck."

"Since we were using Buildkite for the first time, we had a lot of difficulty understanding how it worked. We didn't find any documentation from third parties; only Buildkite provided documentation. As a result, we faced a steep learning curve. After some time, it became much easier to use. Initially, understanding certain features, like the R integration, was challenging."

"It gets very complex if you want the tool to scale automatically."

"As a newbie, I think BuildKite has several issues. For example, it can't get the status of a PR once it's closed. The syntax is easy to use, but updating a pipeline requires administrator settings, and viewing pipelines for others isn't straightforward."

"The way Buildkite represents workflows can be challenging. It uses Directed Acyclic Graphs, and there's a trade-off between abstraction and understanding what goes wrong when something fails. When a layer of jobs breaks down, it can be difficult to identify the issue at first glance. Additionally, logging can be cumbersome. I prefer GitHub Workflows."

"The product must provide better integration with other tools."

More Buildkite cons

"They could work on reducing the number of permissions required while using Bitbucket."

Pricing and Cost Advice

"I don't think the tool is expensive."

"The self-hosted option is pretty cheap."

"I find Buildkite cost-effective as it has definitely increased my productivity, especially on the deployment side. It saved a lot of my time and improved data management because I can handle different environments myself now."

"Buildkite is known to be cheaper than GitHub Workflows, which is considered a standard in the industry. It can be cost-effective, especially for organizations that heavily utilize Docker and containerization, because every code change triggers a new build. Its integration with AWS, particularly with ECR, and its caching capabilities with layers are powerful features."

"The solution's per-user pricing model suits huge enterprises but is expensive for small to medium businesses."

"We used the solution’s free version."

"For a business plan, it was 19 USD per month per user."

"The pricing is the cheapest compared to the other platforms out there."

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Top Industries

By visitors reading reviews

Manufacturing Company

17%

Newspaper

15%

Financial Services Firm

11%

Computer Software Company

Financial Services Firm

17%

Manufacturing Company

11%

Computer Software Company

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	1
Large Enterprise	6

No data available

Questions from the Community

What needs improvement with Buildkite?

One area that needs improvement in Buildkite is the requirement for rework of the code. There can be syntax errors when running the Buildkite pipeline, especially if someone has made manual changes...

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What is your primary use case for Buildkite?

I use Buildkite for deployment tasks related to building AMI images and deploying routing profile queues into Amazon Connect. This involves using Buildkite in conjunction with GitHub. We create fil...

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What advice do you have for others considering Buildkite?

With two years of experience on Buildkite, I would recommend it to others due to its manageable pipeline and the support team available for big issues. I am satisfied with it, rating its stability ...

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Comparisons

GitHub Actions vs Buildkite

Compared 23% of the time

GitLab vs Buildkite

Compared 12% of the time

Harness vs Buildkite

Compared 12% of the time

Tekton vs Buildkite

Compared 11% of the time

Bamboo vs Buildkite

Compared 6% of the time

More Buildkite Competitors

Jenkins vs JFrog Pipeline

Compared 32% of the time

GitHub Actions vs JFrog Pipeline

Compared 17% of the time

GitLab vs JFrog Pipeline

Compared 11% of the time

TeamCity vs JFrog Pipeline

Compared 9% of the time

IBM Rational Build Forge vs JFrog Pipeline

Compared 8% of the time

More JFrog Pipeline Competitors

Product Reports

Buyer's Guide

Buildkite

January 2026

Download Buildkite product report

Buyer's Guide

Build Automation

January 2026

Download JFrog Pipeline product report

Also Known As

No data available

Shippable

Overview

Buildkite is a powerful CI/CD tool praised for its scalability and flexibility in automating and managing complex workflows across multiple platforms. Its integration capabilities with various systems and supports for secure, customizable environments enhance development efficiency and data privacy. The feedback highlights significant boosts in productivity and operational cost reduction, making Buildkite a strategic asset for businesses aiming to streamline development tasks and align with organizational goals.

Buildkite

JFrog Pipelines empowers software teams to ship updates faster by automating DevOps processes in a continuously streamlined and secure way across all their teams and tools. Encompassing continuous integration (CI), continuous delivery (CD), infrastructure and more, it automates everything from code to production. Pipelines is natively integrated with the JFrog Platform and is available with both cloud (software-as-a-service) and on-prem subscriptions.

JFrog

Sample Customers

Information Not Available

SAP, Today Tix, Cisco, Lithium, Pushspring, Packet

Find out what your peers are saying about GitLab, Google, GitHub and others in Build Automation. Updated: January 2026.

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