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Cybersecurity · head to head

Spot AI vs Tilt

Spot AI logo

Spot AI

Cybersecurity

Cloud video intelligence that runs on your existing cameras through an on-site recorder

From
$99/month
Free plan
No
Full reviewWebsite
Tilt logo

Tilt

Developer Tools

Local Kubernetes development loop that rebuilds and live-updates containers on save

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Only Tilt has a free tier, so it costs nothing to try first.
  • Each has a real cost: Spot AI at roughly $99 per camera per month the all-in rate is high against a perpetual VMS licence: 200 cameras is around $240,000 a year, recurring, where an on-premise system would be largely a one-time cost.; Tilt docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.
  • They diverge on capability: Spot AI covers Camera agnostic, Tilt covers Live update.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Spot AI and Tilt actually diverge.

Attributes where Spot AI and Tilt differ
AttributeSpot AITilt
Starting price$99/monthFree
Pricing modelPer camera per month, all inclusiveOpen source, no licence fee
Free tierNoYes
PlatformsWeb, iOS, AndroidLinux, macOS, Windows
CategoryCybersecurityDeveloper Tools

Identical on both: user rating (Not yet rated).

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 Spot AI

  • Camera agnostic
  • Intelligent Video Recorder
  • AI video search
  • Operational analytics
  • Cloud management
  • Alerting and clip sharing
  • All-in per-camera pricing

Only in Tilt

  • Live update
  • Tiltfile as code
  • Unified web UI
  • Selective rebuilds
  • Local and remote clusters
  • Resource dependencies
  • Extensions registry
  • Custom buttons and triggers

What people use each for

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

Spot AI

  • A manufacturer with hundreds of existing cameras that wants cloud search without replacing any of themnot Tilt
  • A logistics operator investigating dock door delays and trailer dwell time from footagenot Tilt
  • A retail chain reviewing incidents across dozens of stores without a VPN into each sitenot Tilt
  • A safety team detecting forklift near-misses and missing personal protective equipment automaticallynot Tilt

Tilt

  • A team of ten or more engineers whose application is fifteen microservices on Kubernetes and who currently wait on CI to test a changenot Spot AI
  • An organisation onboarding new developers who want a single command that stands up the whole stack from a committed Tiltfilenot Spot AI
  • A platform team giving product engineers a consistent local environment against a shared remote development clusternot Spot AI
  • A codebase where one repository contains several services and rebuilding all of them on every edit is the main source of lost timenot Spot AI

Where each one falls short

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

Spot AI

  • At roughly $99 per camera per month the all-in rate is high against a perpetual VMS licence: 200 cameras is around $240,000 a year, recurring, where an on-premise system would be largely a one-time cost.
  • Reusing existing cameras saves capital but caps quality; AI analytics on a fifteen-year-old analogue camera produces correspondingly poor results and no software fixes the optics.
  • Per-camera monthly billing scales linearly with camera count, so adding coverage is always expensive and there is no volume point where marginal cameras become cheap.
  • The on-site IVR is a single point of failure per location, so an appliance fault takes that site's recording and cloud access with it until it is replaced.
  • It is a subscription with no perpetual option, so an organisation that stops paying loses the platform entirely and is left with cameras and no management system.

Tilt

  • Docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.
  • The Tiltfile is Starlark, a Python dialect, so non-trivial setups become real programs that need reviewing and maintaining, and the person who wrote yours becomes a single point of failure.
  • Live update only works when the running container can accept synced files and restart the process; compiled languages, distroless images and read-only filesystems often force you back to a full image rebuild, which removes the main benefit.
  • It assumes Kubernetes. If your development target is plain Docker Compose or serverless functions, Tilt adds a cluster you did not need and a layer of abstraction with no payoff.
  • There is no commercial support contract, no SLA and no paid tier, so when a Kubernetes version upgrade breaks something you are dependent on GitHub issues and a Slack channel rather than a vendor you can escalate to.

Pricing, plan by plan

Spot AI

$99/month
  • Spot AI$99/month
    • Reference rate of roughly $99 per camera per month
    • Includes the on-site IVR appliance, cloud software, AI and support
    • Monthly, annual and multi-year terms available

Tilt

Free
  • TiltFree
    • Apache 2.0 licensed
    • All features, no paid tier
    • Community support via the Kubernetes Slack #tilt channel

Which should you pick?

Choose Spot AI if

  • You need camera agnostic.
  • You work on Web, iOS, Android.
  • You also want intelligent video recorder.
Spot AI review

Choose Tilt if

  • You need live update.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want tiltfile as code.
Tilt review

Questions people ask

Is Spot AI or Tilt better?
Neither clearly leads. Spot AI starts at $99/month and Tilt at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Spot AI or Tilt?
Tilt has a free tier; the other does not. Paid plans start at $99/month for Spot AI and Free for Tilt.
Does Spot AI or Tilt run on more platforms?
Spot AI runs on Web, iOS, Android. Tilt runs on Linux, macOS, Windows.
Can I use Tilt for free?
Yes. Tilt has a free tier, so you can try it without paying. Spot AI starts at $99/month.
What is Spot AI best used for?
Spot AI is most often used for a manufacturer with hundreds of existing cameras that wants cloud search without replacing any of them, a logistics operator investigating dock door delays and trailer dwell time from footage, a retail chain reviewing incidents across dozens of stores without a vpn into each site, a safety team detecting forklift near-misses and missing personal protective equipment automatically. Of those, a manufacturer with hundreds of existing cameras that wants cloud search without replacing any of them and a logistics operator investigating dock door delays and trailer dwell time from footage are not what Tilt is typically brought in for.
What can Spot AI do that Tilt cannot?
Spot AI covers Camera agnostic, Intelligent Video Recorder, AI video search, Operational analytics. Tilt covers Live update, Tiltfile as code, Unified web UI, Selective rebuilds.

Answered from the vendors’ own pages

Spot AI: Do I have to buy new cameras?

No. That is the main point of the product: the IVR appliance connects to existing IP and analogue cameras.

Tilt: Is Tilt free?

Yes, entirely. It is Apache 2.0 open source with no paid tier and no licence fee.

Spot AI: What does it cost?

The reference rate that recurs across pricing breakdowns and Spot AI materials is roughly $99 per camera per month, bundling the appliance, cloud software, AI and support.

Tilt: Who owns Tilt now?

Docker, which acquired it in May 2022. It remains open source and the repository is still actively maintained.

Spot AI: Is there a perpetual licence option?

No. It is subscription only, and the platform stops working when the subscription does.

Tilt: Do I need a remote cluster?

No. It works against a local cluster such as kind, minikube or Docker Desktop, and also against a shared remote development cluster if your services are too heavy to run locally.

Spot AI: Will AI analytics work on my old analogue cameras?

They will run, but detection quality follows image quality. Old low resolution cameras produce poor analytics results.

Tilt: How is it different from Skaffold?

Both automate the build-deploy loop. Tilt puts more weight on the live-update path and a multi-service dashboard; Skaffold is more configuration-driven and closer to Google's tooling.

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