Infracost is a Terraform PR cost-diff tool - it tells you how much more a code change will cost after the IaC is already written. pinpole estimates costs, simulates traffic, and lets you design and deploy your architecture - before you write a single line of Terraform.

Comparison · Updated March 2026

pinpolevsInfracost

Infracost shows you cost diffs in your Terraform pull requests. pinpole gives you visual design, pre-deployment simulation at 100M RPS, AI optimization, and direct deployment to AWS - all from one browser canvas, before any IaC is written.

Try pinpole free → See full comparison ↓
pinpole
9
features scored
Infracost
2
features scored
✓
Visual architecture canvas
✗
✓
Pre-deployment simulation
✗
✓
Live canvas cost estimate
~
✓
recommendations
✗
✓
One-click AWS deployment
✗
✓
IaC export (Terraform/CDK)
✓
✓
CI/CD cost-diff in PRs
✓
✓
Version history & rollback
✗
Feature breakdown

pinpole vs Infracost - full feature comparison

A complete head-to-head across every capability that matters for pre-deployment cloud cost control and architecture governance.

Feature
pinpole
Infracost
Architecture Design
Visual drag-and-drop canvas
✓
✗
315+ AWS services on canvas
✓
✗
Service configuration at design time
✓
✗
Multi-environment (dev/staging/prod)
✓
✗
Cost Estimation
Live cost estimate on canvas
✓
✗
Cost estimation from Terraform IaC
✓
✓
Cost diff in GitHub/GitLab PRs
✗
✓
Cost modelled under traffic load
✓
✗
Cost recalculated as architecture changes
✓
~
Multi-cloud cost support (AWS/Azure/GCP)
AWS only
Multi-cloud
Simulation & Performance
Pre-deployment traffic simulation
✓
✗
Constant / Ramp / Spike / Wave patterns
✓
✗
10 RPS to 100M RPS simulation range
✓
✗
Per-node live metrics during simulation
✓
✗
AI & Optimization
AI-powered architecture recommendations
✓
✗
Severity-ranked suggestions (Critical / High / Medium)
✓
✗
One-click recommendation apply
✓
✗
Cost tagging & policy checks
✓
Cloud only
Deployment & IaC
One-click deploy to AWS
✓
✗
Secure STS cross-account IAM workflow
✓
✗
IaC export (Terraform / CDK)
✓
✗
Cloud terminal
✓
✗
Governance & Collaboration
Version history & rollback
✓
✗
Audit logging
✓
✗
Team RBAC
✓
Cloud only
CI/CD pipeline integration
✗
✓
Workflow

How each tool fits your engineering workflow

pinpole and Infracost operate at different stages of the infrastructure lifecycle. Here's what each workflow looks like in practice.

pinpole
Design-first, before any IaC is written
Start on the canvas. Design, simulate, and deploy - all in one browser workflow before a single line of Terraform exists.
  • 1Open the pinpole canvas and drag AWS services onto the design surface
  • 2See live cost estimates update in real time as you add and configure services
  • 3Run pre-deployment simulation at your expected traffic load (10 RPS to 100M RPS)
  • 4Review recommendations ranked by cost and performance impact
  • 5Apply recommended changes with one click and re-simulate
  • 6Deploy directly to AWS via STS IAM - or export Terraform/CDK for your own pipeline
Infracost
PR-stage cost diffs inside your Terraform workflow
Infracost plugs into your existing Terraform pipeline. It surfaces cost impact when a PR is raised - after the architecture and IaC are already written.
  • 1Install the Infracost CLI and configure it against your Terraform codebase
  • 2Set up CI/CD integration (GitHub Actions, GitLab CI, etc.) for your repos
  • 3Write your Terraform changes and open a pull request
  • 4Infracost posts a cost diff comment showing the estimated monthly change
  • 5Review cost impact alongside code changes during PR review
  • 6Merge Terraform, provision resources, receive no deployment capability from Infracost
Why pinpole wins

What pinpole does that Infracost cannot

These aren't incremental improvements - they're capabilities that don't exist in Infracost at any price point.

🚦
Pre-deployment traffic simulation
Infracost estimates static resource cost. pinpole simulates real traffic against your architecture - from 10 RPS to 100M RPS - exposing bottlenecks, concurrency limits, and cost spikes before a single resource is provisioned.
10 RPS → 100M RPS
🎨
Visual architecture canvas
Infracost requires Terraform to exist before it can do anything. pinpole starts from a blank canvas: drag services, draw connections, configure parameters, and see cost and performance emerge in real time - no IaC required.
315+ AWS services
🤖
AI cost and performance recommendations
Infracost reports cost - it does not suggest how to reduce it. pinpole's AI engine generates ranked recommendations with severity labels and one-click apply, turning cost insight into cost action at design time.
Critical / High / Medium
🚀
One-click AWS deployment
Once the architecture is designed and validated, pinpole deploys it directly to your AWS account via a secure STS cross-account IAM workflow. No Terraform pipeline required. No long-lived credentials stored.
Canvas → AWS
📊
Cost under realistic load
Infracost estimates the static monthly cost of your IaC. pinpole estimates cost under actual traffic load - showing how cost scales as RPS increases from baseline to peak, including interaction effects between services.
Dynamic cost model
🔄
Version history & rollback
Every simulation run creates an architecture snapshot. Compare canvas states, review the decision trail, and roll back to any previous version - a full governance record that Infracost's PR comments cannot provide.
Full audit trail
Infracost limitations

Where Infracost falls short for cloud engineers

Infracost solves a real problem - cost visibility in the Terraform PR workflow - but its scope is narrow. Here's where teams run into walls.

⏱️
Cost insight arrives after IaC is already written
The design decision has already been committed
Infracost adds cost visibility to a Terraform pull request - which means the architecture has already been designed, the IaC written, and the PR opened. You're reviewing cost after the fact, not shaping design decisions before they crystallise. Changing architecture at the PR stage is expensive: it means rewriting HCL, rerunning plans, and reopening debate on design choices.
pinpole shows live cost estimates as you drag services onto the canvas - the moment a design choice is made, not after it's been coded into Terraform.
📉
No performance or traffic modelling
Static resource cost only - no load, no bottleneck detection
Infracost estimates the static monthly cost of provisioned resources in your Terraform. It cannot tell you how cost scales under load, whether a Lambda will hit its concurrency limit at 50K RPS, or whether a missing CloudFront distribution is costing you ten times more in API Gateway calls. Static cost estimation misses the most important cost drivers in serverless and event-driven architectures.
pinpole models cost under traffic load across four simulation patterns - showing how costs evolve from 10 RPS to 100M RPS against your actual architecture design.
🔗
Requires an existing Terraform workflow
Not useful if you don't already use Terraform or OpenTofu
Infracost is a CLI that plugs into Terraform, OpenTofu, or Terragrunt. If your team uses CDK, CloudFormation, or is exploring a visual-first workflow, Infracost's value is limited. Setting up CI/CD integration also requires pipeline configuration - it isn't a zero-configuration tool. Teams new to infrastructure tooling face a significant setup cost before Infracost delivers any value.
pinpole works browser-first - no CLI, no pipeline setup, no AWS account required to start. Open the canvas and begin designing immediately.
💡
No optimization recommendations
Infracost reports cost - it does not suggest how to reduce it
Infracost shows you what your infrastructure will cost. It does not tell you whether you're over-provisioned, whether a Reserved Instance would save 40%, whether a caching layer would reduce downstream costs by 60%, or whether your Lambda memory configuration is costing more than it's saving. Cost visibility without optimization guidance puts the analytical burden back on the engineer.
pinpole's recommendations are ranked by severity and paired with one-click apply - turning cost insight into cost action at design time.
Pricing

pinpole vs Infracost - what you get for your money

Both tools have free entry points. Here's what each level actually includes.

pinpole
$69
per user / month · Pro plan
14-day free trial, no card required
  • ✓ Visual canvas with 315+ AWS services
  • ✓ Pre-deployment simulation (up to 100M RPS)
  • ✓ All 4 traffic patterns (Constant, Ramp, Spike, Wave)
  • ✓ recommendations with one-click apply
  • ✓ Live cost estimation at design time
  • ✓ One-click AWS deployment via STS IAM
  • ✓ IaC export (Terraform / CDK)
  • ✓ Cloud terminal
  • ✓ Full version history & rollback
  • ✓ Audit logging & team RBAC
  • ✓ 100 simulations / month (add-ons available)
Infracost Cloud
$100
per seat / month · min. $1,000/month for 10 engineers
CLI is free & open-source
  • ✗ No visual canvas or architecture design
  • ✗ No traffic simulation
  • ✓ Terraform / OpenTofu cost diffs in PRs
  • ~ Basic cost estimation (static resources only)
  • ✗ No AI architecture recommendations
  • ✗ No AWS deployment capability
  • ✗ No IaC export from visual design
  • ✓ Centralised cost dashboards (Cloud tier)
  • ✓ Tagging policies & guardrails (Cloud tier)
  • ~ Team RBAC (Cloud tier only)
  • ✓ 1,000 CI/CD runs/month free on CLI tier
Which tool is right for you?

Honest guidance - pinpole vs Infracost

These tools are not direct substitutes. Here's when each genuinely wins.

pinpole
Choose pinpole if you need to…
  • Validate architecture performance and cost before writing a single line of Terraform
  • Simulate traffic spikes, ramps, and wave patterns against your design before provisioning
  • Get AI-driven cost and performance recommendations at design time, not after deployment
  • Deploy directly from the canvas to AWS without a separate Terraform pipeline
  • See how AWS costs scale dynamically as traffic load increases
  • Maintain audit history, compare canvas versions, and roll back architecture states
  • Reduce the "deploy to discover" cycle where expensive mistakes only surface in production
Infracost
Infracost may suit you if you…
  • Already have an established Terraform or OpenTofu CI/CD workflow you want to enrich with cost context
  • Need a free, open-source CLI that integrates into existing GitHub/GitLab PR pipelines
  • Want cost diffs surfaced in PR reviews without changing your IaC toolchain
  • Manage multi-cloud infrastructure (AWS, Azure, GCP) and need cost estimation across all providers
  • Are looking for a lightweight cost-awareness layer rather than a full design and deployment platform
Common questions

pinpole vs Infracost - FAQ

Questions engineers ask before evaluating these tools.

Can Infracost simulate traffic or model performance?
No. Infracost estimates the static monthly cost of Terraform-defined resources. It has no concept of traffic load, request throughput, concurrency behaviour, or performance modelling. It cannot tell you whether your Lambda will saturate at 50K RPS or whether a missing CDN layer is costing ten times what it should. pinpole's pre-deployment traffic simulation is the only capability in the market for validating architecture performance at design time - before a single resource is provisioned.
Does pinpole replace Infracost in a Terraform workflow?
They address the problem at different stages. Infracost operates inside an existing Terraform PR workflow - it enriches a process you already have. pinpole operates before Terraform is written, helping you design and validate the architecture visually with live cost feedback. The two tools are complementary: pinpole helps you design and optimize the architecture before IaC is written; Infracost catches cost regressions when Terraform changes are made later. Teams running pinpole can export Terraform from the canvas and then use Infracost for ongoing PR cost diffs.
Is Infracost Cloud more expensive than pinpole?
Yes, significantly at team scale. Infracost Cloud starts at $1,000/month minimum for 10 engineers ($100/seat/month). pinpole Pro is $69/user/month (or lower on annual billing), with a free tier and 14-day full-feature trial. At $69 versus $100, pinpole is 31% cheaper per seat - and includes capabilities (simulation, recommendations, deployment, version history, cloud terminal) that don't exist in Infracost at any price point. Infracost's CLI is free and open-source, which is genuinely useful for small teams or solo engineers.
Does pinpole work without an existing Terraform setup?
Yes - completely. pinpole is a browser-based canvas that requires no CLI, no Terraform setup, no CI/CD configuration, and no AWS account to start designing. You open the canvas, drag AWS services, run simulations, and receive recommendations - all before any IaC exists. An AWS account is only needed at the point of deployment, and even then, pinpole uses a secure STS cross-account IAM workflow so no long-lived credentials are stored. Engineers who want IaC compatibility can export Terraform or CDK at any point.
Does Infracost support multi-cloud cost estimation?
Yes. Infracost supports cost estimation for AWS, Azure, and Google Cloud resources defined in Terraform. This is a genuine advantage over pinpole, which is currently AWS-only with 315+ services on the canvas. GCP and Azure support are on pinpole's roadmap (Phase 2–3, Q4 2026–Q3 2027). If multi-cloud cost estimation across existing Terraform codebases is your primary need today, Infracost's CLI is worth evaluating - but note that neither tool's multi-cloud support changes Infracost's lack of simulation, visual design, or deployment capabilities.
Can pinpole show cost diffs the way Infracost does in PRs?
pinpole's version history and canvas comparison provide cost diffs between architecture states - you can compare any two simulation runs and see the cost impact of architectural changes. However, pinpole does not currently integrate with GitHub/GitLab PR pipelines the way Infracost does. Infracost's CI/CD PR integration is its core differentiator and remains the right tool for teams wanting cost diffs surfaced at the Terraform PR level. For teams that want cost visibility earlier - at the design stage rather than the PR stage - pinpole's live canvas cost estimation is the better fit.
Is there a free version of pinpole?
Yes. pinpole has a free tier available at no cost and no credit card required. It includes 1 project, 5 simulations per month, the full visual canvas with 315+ AWS services, the Constant traffic pattern, and 3 basic AI suggestions per month. Pro plans include a 14-day free trial with full feature access. Infracost's CLI is also free and open-source with 1,000 CI/CD runs per month - Infracost Cloud (the team dashboard, tagging policies, and governance features) starts at $1,000/month.
What is the "shift-left FinOps" approach and why does it matter?
"Shift-left FinOps" refers to moving cloud cost validation and optimization earlier in the engineering lifecycle - ideally to the design stage, before infrastructure is provisioned. The traditional FinOps workflow is post-deployment: Cost Explorer, Trusted Advisor, and tools like Infracost operate against running infrastructure or finalised IaC. The problem is that 27–35% of cloud spend is wasted, and by the time it's detected, the architecture is already in production. pinpole is purpose-built for shift-left FinOps: live cost estimates on the canvas, recommendations before provisioning, and simulation results that show how costs evolve under realistic load - all before a single AWS resource is running.

Stop estimating costs after you've committed to the architecture.

pinpole gives you live cost visibility, pre-deployment simulation, and recommendations at the moment architectural decisions are made - not after the Terraform is already written.

Try pinpole free → See all plans