Compare Terraform, Pulumi, and Ansible for Infrastructure as Code. Learn when to use each tool and how they complement each other in modern DevOps workflows.
Infrastructure as Code (IaC) is essential for modern DevOps. This guide compares three popular tools: Terraform, Pulumi, and Ansible, helping you choose the right one for your needs.
| Feature | Terraform | Pulumi | Ansible |
|---|---|---|---|
| Language | HCL | General-purpose | YAML/Python |
| State Management | Built-in | Built-in | Stateless |
| Cloud Support | Excellent | Excellent | Good |
| Learning Curve | Medium | Medium-High | Low |
| Best For | Cloud provisioning | Multi-cloud, complex logic | Configuration management |
Terraform uses HashiCorp Configuration Language (HCL) and is the most popular IaC tool.
# main.tf
terraform {
required_providers {
aws = {
source = "hashicorp/aws"
version = "~> 5.0"
}
}
}
provider "aws" {
region = "us-east-1"
}
resource "aws_instance" "web" {
ami = "ami-0c55b159cbfafe1f0"
instance_type = "t3.micro"
tags = {
Name = "WebServer"
Environment = "Production"
}
}
output "instance_ip" {
value = aws_instance.web.public_ip
}
Pros:
Cons:
Pulumi allows you to write IaC in familiar programming languages.
import * as aws from "@pulumi/aws";
const instance = new aws.ec2.Instance("web", {
ami: "ami-0c55b159cbfafe1f0",
instanceType: "t3.micro",
tags: {
Name: "WebServer",
Environment: "Production",
},
});
export const instanceIp = instance.publicIp;
import pulumi
import pulumi_aws as aws
instance = aws.ec2.Instance("web",
ami="ami-0c55b159cbfafe1f0",
instance_type="t3.micro",
tags={
"Name": "WebServer",
"Environment": "Production",
}
)
pulumi.export("instance_ip", instance.public_ip)
Pros:
Cons:
Ansible is primarily a configuration management tool but can also provision infrastructure.
# playbook.yml
---
- name: Create EC2 instance
hosts: localhost
gather_facts: no
tasks:
- name: Launch instance
ec2_instance:
name: webserver
image_id: ami-0c55b159cbfafe1f0
instance_type: t3.micro
tags:
Name: WebServer
Environment: Production
register: ec2
- name: Display instance IP
debug:
msg: "Instance IP: {{ ec2.instances[0].public_ip_address }}"
Pros:
Cons:
Many teams use multiple tools together:
┌─────────────┐ ┌──────────────┐ ┌─────────────┐
│ Terraform │────▶│ Infrastructure│────▶│ Ansible │
│ (Provision) │ │ (Created) │ │ (Configure)│
└─────────────┘ └──────────────┘ └─────────────┘
# Use terraform-bridge to convert
pulumi import --from terraform main.tf
There's no one-size-fits-all solution. Choose based on:
Many successful teams use Terraform for provisioning and Ansible for configuration, while Pulumi is gaining traction for teams with strong programming backgrounds.
Get the latest tutorials, guides, and insights on AI, DevOps, Cloud, and Infrastructure delivered directly to your inbox.
Set up comprehensive Linux system monitoring using Prometheus and Grafana. Monitor CPU, memory, disk, network, and application metrics with beautiful dashboards.
Learn how to fine-tune LLMs like Llama 2, Mistral, and GPT models for your specific use case. Includes LoRA, QLoRA, and full fine-tuning techniques.
Explore more articles in this category
Provision real cloud resources with Terraform — a VPC, an S3 bucket, and an EC2 instance — using the standard init/plan/apply workflow.
GitOps in plain words — what it actually is, the workflow it enables, and a hands-on demo using Argo CD on a local Kubernetes cluster.
Install Ansible, write your first playbook, and configure a remote server (nginx + a deploy user) without touching it manually. The basics that scale up.