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Cloud Native Buildpacks vs Evidence

Cloud Native Buildpacks logo

Cloud Native Buildpacks

Developer Tools

Specification and tooling that turns source code into OCI images without Dockerfiles

From
Free
Free plan
Yes
Visit Cloud Native BuildpacksFull review
Evidence logo

Evidence

Business Intelligence

Business intelligence as code for teams and AI agents

From
$2500/month
Free plan
No
Visit EvidenceFull review

The short version

  • Cloud Native Buildpacks is a specification plus a lifecycle and the pack CLI.
  • Cloud Native Buildpacks is free; Evidence starts at $2500/mo.
  • Only Cloud Native Buildpacks lists detect and build lifecycle; only Evidence lists analytics Agent.
  • Where Evidence falls short: high starting price at $2,500/month limits small team adoption.
  • Prices and features on this page were last checked on 31 August 2026.

Where they differ

Only the attributes on which Cloud Native Buildpacks and Evidence actually diverge.

Attributes where Cloud Native Buildpacks and Evidence differ
AttributeCloud Native BuildpacksEvidence
Starting priceFree$2500/month
Pricing modelOpen source, no licence feeFlat team pricing with no per-user fees
Free tierYesNo
PlatformsLinux, macOS, Windows, API, Self-hostedWeb, Embedded
CategoryDeveloper ToolsBusiness Intelligence

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Cloud Native Buildpacks

  • Detect and build lifecycle
  • Image rebasing
  • Reproducible layers
  • Builder images
  • Automatic SBOM output
  • pack CLI

Only in Evidence

  • Analytics Agent
  • Code-based infrastructure
  • Development environment
  • Visualization tools
  • Embedded analytics
  • Enterprise security
  • Multi-channel access

What people use each for

The jobs each tool is most often brought in to do.

Cloud Native Buildpacks

  • Patching a base image once and rebasing hundreds of application images rather than rebuilding and redeploying eachnot Evidence
  • Removing per-team Dockerfiles at an organisation where inconsistent base images have become an audit findingnot Evidence
  • Giving application teams a supported path to a hardened image without teaching every team container securitynot Evidence
  • Choosing a build system that a risk committee will accept because governance is vendor neutral rather than single vendornot Evidence

Evidence

  • Building version-controlled analytics infrastructurenot Cloud Native Buildpacks
  • Enabling AI agents to answer business questionsnot Cloud Native Buildpacks
  • Delivering analytics through multiple channels (web, Slack, ChatGPT)not Cloud Native Buildpacks
  • Embedding white-labeled analytics in productsnot Cloud Native Buildpacks

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Cloud Native Buildpacks

  • The operational cost is real: you own builder images, base image refresh cadence and migrations between specification versions, which currently sit at Buildpack API 0.10 and Platform API 0.12 with published migration guides, so breaking changes are a recurring chore
  • A cold build with no warm cache is noticeably slower than a well layered Dockerfile, and because the cache lives in a cache image or volume, ephemeral continuous integration runners pay full price on every run unless you deliberately warm them
  • Reproducibility depends on discipline rather than defaults, because buildpacks resolve runtime patch versions at build time unless you pin them and stability is only as good as the builder image tag you point at
  • The specification is neutral but the buildpacks are not, and in practice you depend on Paketo, Heroku or Google, whose roadmaps, support levels and update cadences differ; CNCF also records contributing organisations down 12 per cent year on year
  • Native dependencies, unusual monorepo layouts and non-standard project structures push you into writing custom buildpacks or extensions, which is a genuine engineering investment and not a configuration change

Evidence

  • High starting price at $2,500/month limits small team adoption
  • No freemium option for evaluation or learning
  • Code-based approach has steeper learning curve than visual tools
  • AI credits limited on Team plan; additional credits cost extra
  • Requires Git workflow familiarity for effective collaboration

Pricing, plan by plan

Cloud Native Buildpacks

Free
  • Cloud Native BuildpacksFree
    • Apache-2.0, hosted by the CNCF
    • No commercial edition from the project itself
    • Commercial support only from vendors of specific buildpack distributions

Evidence

$2500/month
  • Team$2,500/mo
    • Unlimited users
    • Monthly billing
    • Analytics Agent
  • EnterpriseOn request
    • All Team features
    • SSO/SAML authentication
    • SCIM directory sync

Which should you pick?

Choose Cloud Native Buildpacks if

  • You need detect and build lifecycle.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, API, Self-hosted.
  • You also want image rebasing.
Cloud Native Buildpacks review

Choose Evidence if

  • You need analytics agent.
  • You work on Web, Embedded.
  • You also want code-based infrastructure.
Evidence review

Questions people ask

Is Cloud Native Buildpacks or Evidence better?
Neither clearly leads. Cloud Native Buildpacks starts at Free and Evidence at $2500/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cloud Native Buildpacks or Evidence?
Cloud Native Buildpacks has a free tier; the other does not. Paid plans start at Free for Cloud Native Buildpacks and $2500/month for Evidence.
Does Cloud Native Buildpacks or Evidence run on more platforms?
Cloud Native Buildpacks runs on Linux, macOS, Windows, API, Self-hosted. Evidence runs on Web, Embedded.
Can I use Cloud Native Buildpacks for free?
Yes. Cloud Native Buildpacks has a free tier, so you can try it without paying. Evidence starts at $2500/month.
What is Cloud Native Buildpacks best used for?
Cloud Native Buildpacks is most often used for patching a base image once and rebasing hundreds of application images rather than rebuilding and redeploying each, removing per-team dockerfiles at an organisation where inconsistent base images have become an audit finding, giving application teams a supported path to a hardened image without teaching every team container security, choosing a build system that a risk committee will accept because governance is vendor neutral rather than single vendor. Of those, patching a base image once and rebasing hundreds of application images rather than rebuilding and redeploying each and removing per-team dockerfiles at an organisation where inconsistent base images have become an audit finding are not what Evidence is typically brought in for.
What can Cloud Native Buildpacks do that Evidence cannot?
Cloud Native Buildpacks covers Detect and build lifecycle, Image rebasing, Reproducible layers, Builder images. Evidence covers Analytics Agent, Code-based infrastructure, Development environment, Visualization tools.

Answered from the vendors’ own pages

Cloud Native Buildpacks: What does CNCF graduation actually change?

Nothing technically, but it signals audited governance, security review and multi-vendor maintenance, which is usually what a procurement or risk team needs before approving a build system.

Evidence: Does Evidence have per-user pricing?

No, Evidence offers one flat price for unlimited users at $2,500/month on the Team plan with a 30-day free trial.

Source
Cloud Native Buildpacks: How is this different from writing a Dockerfile?

Container build knowledge lives with the platform team in a builder image rather than in every repository, and rebasing lets you patch the runtime base of many images without rebuilding them.

Evidence: How many AI credits come with Team plan?

Team plan includes 20,000 AI credits monthly at $0.01 per additional credit. Enterprise offers custom credit packages.

Source
Cloud Native Buildpacks: Does it cost anything?

No. The specification and tooling are Apache-2.0 and free. You pay only if you buy commercial support for a specific buildpack distribution from Broadcom, Heroku or Google.

Evidence: What is included in the Enterprise plan?

Enterprise adds SSO/SAML, SCIM directory sync, row-level access rules, embedding capabilities, and custom deployment options at custom pricing.

Source
Cloud Native Buildpacks: Is it slower than a Dockerfile?

On a cold build with no cache, yes. Warm builds are competitive, but continuous integration runners that start empty every time will feel the difference.

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