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Cybersecurity · head to head

Spot AI vs Syft

Spot AI logo

Spot AI

Cybersecurity

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

From
$99/month
Rated
-
Full reviewWebsite
Syft logo

Syft

Cybersecurity

Generates a software bill of materials from images, filesystems and archives

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Syft 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.; Syft lockfile parsing can drop packages silently. An open issue filed in August 2026 reports the yarn v1 cataloguer returning 118 of 745 packages with no error raised, which means a complete bill of materials and an 84 percent incomplete one look identical to the caller.
  • They diverge on capability: Spot AI covers Camera agnostic, Syft covers Multi-format output.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

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

Attributes where Spot AI and Syft differ
AttributeSpot AISyft
Starting price$99/monthFree
Pricing modelPer camera per month, all inclusiveOpen source, no licence fee
Free tierNoYes
PlatformsWeb, iOS, AndroidmacOS, Linux, Windows, Docker

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

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 Syft

  • Multi-format output
  • Broad ecosystem coverage
  • Binary classifiers
  • In-toto attestations
  • Library and CLI
  • Pairs with Grype

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 Syft
  • A logistics operator investigating dock door delays and trailer dwell time from footagenot Syft
  • A retail chain reviewing incidents across dozens of stores without a VPN into each sitenot Syft
  • A safety team detecting forklift near-misses and missing personal protective equipment automaticallynot Syft

Syft

  • Producing a bill of materials for a customer or regulator that requires onenot Spot AI
  • Feeding an inventory into a vulnerability scanner rather than scanning images directlynot Spot AI
  • Recording what shipped in a build so a future disclosure can be answered quicklynot Spot AI
  • Public sector work where an SBOM is a contractual deliverablenot 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.

Syft

  • Lockfile parsing can drop packages silently. An open issue filed in August 2026 reports the yarn v1 cataloguer returning 118 of 745 packages with no error raised, which means a complete bill of materials and an 84 percent incomplete one look identical to the caller.
  • Fidelity varies sharply by ecosystem. Conan for C and C++, Haskell and Terraform get cataloguer support with no licence data, no dependency relationships and no file ownership, so a C and C++ shop gets the least from it.
  • Binary classification yields no licence or dependency metadata, and vendored or statically linked code is exactly where supply chain risk hides, so the blind spot and the risk overlap.
  • Incorrect CPE values and CPE collisions are recorded as open issues, and since Grype matches on CPE and PURL, an inventory error becomes a false negative in the security report downstream.
  • An inventory is not a risk assessment. Even a perfect bill of materials says a vulnerable version is present, never that the vulnerable function is called, and the triage burden lands entirely on the reader.

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

Syft

Free
  • SyftFree
    • Apache-2.0
    • No usage limits
    • Community support
  • Anchore Enterprise$undefined/year
    • Policy enforcement and reporting
    • Federal and commercial tiers
    • Pricing not published, quoted on request

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 Syft if

  • You need multi-format output.
  • You want to start without paying.
  • You work on macOS, Linux, Windows, Docker.
  • You also want broad ecosystem coverage.
Syft review

Questions people ask

Is Spot AI or Syft better?
Neither clearly leads. Spot AI starts at $99/month and Syft at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Spot AI or Syft?
Syft has a free tier; the other does not. Paid plans start at $99/month for Spot AI and Free for Syft.
Does Spot AI or Syft run on more platforms?
Spot AI runs on Web, iOS, Android. Syft runs on macOS, Linux, Windows, Docker.
Can I use Syft for free?
Yes. Syft 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 Syft is typically brought in for.
What can Spot AI do that Syft cannot?
Spot AI covers Camera agnostic, Intelligent Video Recorder, AI video search, Operational analytics. Syft covers Multi-format output, Broad ecosystem coverage, Binary classifiers, In-toto attestations.

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.

Syft: Does Syft find vulnerabilities?

No. It produces an inventory. Grype, from the same company, matches that inventory against vulnerability feeds. They are separate tools and the distinction is frequently lost.

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.

Syft: Does anything in the Anchore stack do reachability analysis?

No. Neither Syft, Grype nor the commercial Anchore platform performs call graph or reachability analysis, so none of them tells you whether a vulnerable code path is actually invoked.

Spot AI: Is there a perpetual licence option?

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

Syft: Is it a CNCF or OpenSSF project?

No. It is single-vendor open source owned by Anchore, with no foundation governance. That is a different licence risk profile from Sigstore.

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.

Syft: What does Anchore Enterprise cost?

Not published. The pricing page is contact-sales only, with named but unpriced commercial and federal tiers.

Syft: How do I know my SBOM is complete?

You largely cannot, which is the honest answer. Silent partial parsing is a known open defect, so a bill of materials used for compliance should be spot-checked against a known dependency list.

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