Softwr

Software Development · head to head

Amp vs Skaffold

A

Amp

Software Development

Amp is the frontier agent

From
$20/monthly
Rated
-
Full reviewWebsite
Skaffold logo

Skaffold

Software Development

Command-line inner loop for Kubernetes: watch, build, push and deploy on every file save

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Skaffold has a free tier, so it costs nothing to try first.
  • Each has a real cost: Amp minimum $20/month subscription cost with limited orb hours (750); Skaffold the skaffold.yaml apiVersion changes with releases and old configs stop being accepted, so upgrading is not a no-op; you run skaffold fix and re-test your profiles.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Amp and Skaffold actually diverge.

Attributes where Amp and Skaffold differ
AttributeAmpSkaffold
Starting price$20/monthlyFree
Pricing modelsubscriptionOpen source, no licence fee
Free tierNoYes
PlatformsWebLinux, macOS, Windows

Identical on both: user rating (Not yet rated), category (Software Development).

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 Amp

Nothing recorded that Skaffold does not also cover.

Only in Skaffold

  • Dev loop
  • File sync
  • Pluggable builders
  • Pluggable deployers
  • Profiles
  • Render and apply split
  • Debug mode
  • Automatic port forwarding

What people use each for

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

Amp

  • Building and running parallel AI agents for automationnot Skaffold
  • Accessing multiple AI models via single subscriptionnot Skaffold
  • Developing AI applications with flexible compute modelsnot Skaffold
  • Running high-capacity agent workloads in ultra modenot Skaffold

Skaffold

  • A microservices team whose application cannot be run meaningfully outside a cluster and needs a fast local edit-to-running cyclenot Amp
  • Standardising build and deploy commands across many repositories so onboarding is one command rather than a wiki pagenot Amp
  • Producing rendered manifests in CI for a GitOps controller such as Argo CD to applynot Amp
  • Giving developers on underpowered laptops a remote build path via Cloud Build while keeping the same local workflownot Amp

Where each one falls short

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

Amp

  • Minimum $20/month subscription cost with limited orb hours (750)
  • High-tier Gigawatt plan at $200/month required for ultra mode agents
  • Usage limits apply after included quotas are consumed each month
  • Each user limited to maximum of 2 simultaneous subscriptions

Skaffold

  • The skaffold.yaml apiVersion changes with releases and old configs stop being accepted, so upgrading is not a no-op; you run skaffold fix and re-test your profiles.
  • It is a Google project outside CNCF governance, and the Google Cloud Build and Cloud Deploy integrations are noticeably better developed than anything for AWS or Azure, which shapes the tool toward one cloud.
  • File sync only helps when the runtime picks up changed files without a restart; for compiled languages you are back to a full image rebuild each save and the headline speed advantage largely disappears.
  • It solves the inner loop and stops there. There is no approval workflow, no environment promotion and no audit trail, so you still need a separate delivery tool and now maintain two definitions of how deployment works.
  • Debugging a failing Skaffold run means understanding your builder, your deployer, your cluster and Skaffold's own layering all at once, and its error output often surfaces the underlying tool's message without saying which stage produced it.

Pricing, plan by plan

Amp

$20/monthly
  • Megawatt$20/monthly
    • All product features
    • 750 hours of orbs
    • Use your ChatGPT subscription
  • Gigawatt$200/monthly
    • Everything in Megawatt plus: 1
    • 000 hours of xxlarge orbs
    • $200 included agent usage
  • Education Discount$10/monthly
    • For students and teachers: full access at $10/month (50% off Megawatt)
  • Unconstrained$undefined/usage
    • Pay for what you use at standard rates
    • all agent modes
    • API pricing for model tokens and orbs

Skaffold

Free
  • SkaffoldFree
    • Apache 2.0 licensed
    • No paid tier or hosted service
    • Support via GitHub issues

Which should you pick?

Choose Amp if

Nothing in the data separates Amp from Skaffold on the points above - pick on price and on how each one feels to use.

Amp review

Choose Skaffold if

  • You need dev loop.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want file sync.
Skaffold review

Questions people ask

Is Amp or Skaffold better?
Neither clearly leads. Amp starts at $20/monthly and Skaffold at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Amp or Skaffold?
Skaffold has a free tier; the other does not. Paid plans start at $20/monthly for Amp and Free for Skaffold.
Does Amp or Skaffold run on more platforms?
Amp runs on Web. Skaffold runs on Linux, macOS, Windows.
Can I use Skaffold for free?
Yes. Skaffold has a free tier, so you can try it without paying. Amp starts at $20/monthly.
What is Amp best used for?
Amp is most often used for building and running parallel ai agents for automation, accessing multiple ai models via single subscription, developing ai applications with flexible compute models, running high-capacity agent workloads in ultra mode. Of those, building and running parallel ai agents for automation and accessing multiple ai models via single subscription are not what Skaffold is typically brought in for.
What can Amp do that Skaffold cannot?
Skaffold covers Dev loop, File sync, Pluggable builders, Pluggable deployers.

Answered from the vendors’ own pages

Amp: How much does Amp cost per month?

Amp offers two main monthly plans: Megawatt at $20/month (750 hours of orbs) and Gigawatt at $200/month (1,000 hours of xxlarge orbs). Students and teachers get a 50% education discount ($10/month). Source: https://ampcode.com/pricing

Source
Skaffold: Is Skaffold a continuous delivery system?

No. It automates build and deploy for developers and CI, but it has no promotion, approval or rollback governance. Pair it with Argo CD or Cloud Deploy for that.

Amp: What usage is included in Amp subscriptions?

At minimum, Amp subscriptions include agent usage equal to the subscription cost per month. Depending on usage patterns, you may receive additional usage beyond the base guarantee. Megawatt includes 750 orb hours and Gigawatt includes 1,000 hours of xxlarge orbs.

Source
Skaffold: Does Skaffold require Google Cloud?

No, it works against any Kubernetes cluster including local kind or minikube. Google Cloud integrations are optional but are the best-supported ones.

Amp: Can I use my own ChatGPT subscription with Amp?

Yes, Amp subscribers who link a ChatGPT subscription pay no per-token fees and can use as many tokens as their third-party subscription allows, making it ideal for users who already have ChatGPT access.

Source
Skaffold: Is the project still maintained?

Yes. Releases continued through 2026, with v2.24.0 published in July 2026.

Skaffold: Can it deploy Helm charts?

Yes, Helm is a first-class deployer alongside kubectl, Kustomize and kpt, and you can mix builders and deployers in one config.

Share

Related pages

More on Amp

More on Skaffold

Keep looking

Other head to heads