Infrastructure Automation Ledger · edition

Infrastructure Automation Ledger 2026: 29 Tools Scored

Where each infrastructure automation tool stands, and where it is heading. Scored on what shipped. The overview puts every angle and an overall index in one place; the map below compares any two scores. Click a tool anywhere for its full scorecard.

The Infrastructure Automation Ledger scores 29 infrastructure automation tools (28 ranked) on capability, credibility, buyer risk, lock-in and AI, using public release records only (edition 2026-10-16). Top 5 by Ledger Index out of 100: Spacelift (69), Ansible Automation Platform (68.6), Terraform (66.5), CloudFormation (62), Pulumi (61.2). The full table is below; each name links to its scorecard, and the methodology explains every score.

2026
Compare: pick up to 8 for All angles, the trend chart and the map arrows

Ledger overview

Capability
Ledger Index
Capability trend, 2015 to 2026

Map view

How to read this map
  • Each point is one tool today. Its label shows the name, then its two scores, e.g. "Cap 69.5 · Cred 18" means capability 69.5 and credibility 18.
  • Up and right is better on every view. Risk axes are drawn upside down for that reason: low risk sits at the top.
  • The shaded corner is above the halfway mark on both axes; the dashed lines are those halfway marks.
  • Arrows show how far a tool moved since the end of 2022. Only capability and AI are scored per year, so arrows only move along those axes; the other scores describe the 2023 to 2026 record.
  • Colour and shape show what mostly drives the vendor's roadmap. Entries marked not ranked fail an inclusion test; their scores are for reference only.
  • Arrows appear for the tools picked in Compare. Hover any point for its numbers, or click it for the full scorecard.

All scores

Infrastructure Automation Ledger 2026: 29 Tools Scored: ranking by Ledger Index (risk and lock-in: lower is better)
#NameLedger Index /100Capability /100Credibility /25Commercial risk /25Lock-in /25AI /20Archetype
1Spacelift6970.3191279.5Dependable builder
2Red Hat Ansible Automation Platform68.676.616.5128.510.5Integrated stack with an AI-led roadmap
3HashiCorp Terraform (CLI, HCP Terraform, Terraform Enterprise)66.568.71814.556.5Dependable builder
4AWS CloudFormation (with the AWS CDK)6262.317.54178Dependable builder
5Pulumi (open source engine and Pulumi Cloud)61.260.7171188.5Real innovator
6Ansible (ansible-core and the community package)60.458.619.54.51Dependable engine on a published calendar
7Azure Bicep (with ARM and deployment stacks)59.655.817.53155Dependable builder
8Harness Infrastructure as Code Management (IaCM)59.364.318.5139.55Dependable builder
9env0 (now branded env zero)58.860.315.511.58.55.5Dependable builder
10Crossplane (CNCF)57.250.120911.52Dependable builder
11Puppet (Puppet Core and Puppet Enterprise)5767.21417.599Gated builds, portfolio pull
12Scalr56.754.6157.586Dependable builder
13OpenTofu (Linux Foundation)55.849.5207.542.5Dependable builder
14OpenStack Ironic (with Bifrost)55.743.620.567.52Dependable builder
15Terragrunt (Gruntwork, with Terragrunt Scale)54.345.518.5852.5Dependable builder
16CFEngine (Community and Enterprise)54.150.4197115Dependable builder, narrow field
17Semaphore UI (Community, Pro and Enterprise)53.341.317933Founder-led orchestration layer, fast cadence
18Red Hat Satellite52.553.616.512104Integrated stack
19The Foreman (with Katello)5253.41682Dependable builder
20OpenVox (Vox Pupuli fork of Puppet)49.552.416.510.592Community continuation at upstream pace
21Chef (Infra Client, Automate and Chef 360)49.160.41417112.5Platform consolidator, forced moves
22Canonical Juju47.849.614.56.512.52Slow follower
23Canonical MAAS47.641.715982Dependable builder
24Salt (Salt Project and VMware Cloud Foundation SaltStack)47.56012.515.581.5Capable core, shrinking under a portfolio owner
25Metal343.934.315.57.582Dependable builder
26Digger (now OpenTaco)42.834.114.5114.51Slow follower
27Cinc (community builds of Chef)41.645.413.514.5102Volunteer rebuild, now a fork
28Tinkerbell36.929.712119.52Slow follower

Capability /100. Ten domains scored 0 to 5 against fixed anchors, weighted to 100. The buyer lens changes the weights, not the domain scores. History from 2015 uses the same anchors, so a line rises only when something ships.

Credibility /25. Cadence, roadmap transparency, say-do record, velocity and lifecycle stability, from the 2023 to 2026 release record.

Commercial risk and technical lock-in /25 each. Lower is better, so these axes are drawn reversed. Buyer risk is the two added together, out of 50.

AI leverage /20. Four strands scored per year: AI workload infrastructure, AI platform stack, AI-assisted operations and agent openness. Only GA counts; previews count half a step at most.

Ledger Index /100. A weighted blend of all parts, always shown with them. Before 2023 only capability and AI move; the other parts are held at today's values.

Idea-to-need index. Share of vision-led items among vision, customer and market-window items. 0 means demand-pulled, 1 means thesis-pushed. It is a direction, not a grade.