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Cybersecurity · head to head

Camio vs Pieces for Developers

Camio logo

Camio

Cybersecurity

AI video search that runs on cameras you already own, starting near five dollars per camera per month

From
$4.99/month
Free plan
No
Full reviewWebsite
Pieces for Developers logo

Pieces for Developers

Developer Tools

AI-powered memory layer that captures and organizes developer work

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Only Pieces for Developers has a free tier, so it costs nothing to try first.
  • Each has a real cost: Camio the 4.99 US dollars per camera per month starting rate is genuinely a starting rate: Flex add-ons run from 1 to 89 dollars per stream per month, so a busy camera with detailed vehicle labelling can cost more than fifteen times a quiet one and a site budget built on the headline number will be badly wrong.; Pieces for Developers requires installing and running a background desktop app rather than being purely cloud-based.
  • They diverge on capability: Camio covers Natural language video search, Pieces for Developers covers Activity Timeline.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Camio and Pieces for Developers actually diverge.

Attributes where Camio and Pieces for Developers differ
AttributeCamioPieces for Developers
Starting price$4.99/monthFree
Pricing modelPer camera per monthfreemium
Free tierNoYes
PlatformsWeb, iOS, Android, Linuxwindows, mac, linux
CategoryCybersecurityDeveloper Tools
FoundedUnknown2018

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 Camio

  • Natural language video search
  • Works with existing cameras
  • Free Box software
  • Zone and schedule rules
  • Vehicle and person attributes
  • Retail and queue analytics
  • Alerting integrations
  • Camio Flex add-ons

Only in Pieces for Developers

  • Activity Timeline
  • Conversational Search
  • Artifact Generation
  • Cross-tool Integration
  • MCP Server
  • On-device Storage

What people use each for

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

Camio

  • A warehouse that needs an alert when a trailer door opens outside scheduled hours rather than a recording nobody watchesnot Pieces for Developers
  • A retailer investigating a shrink pattern who needs to find every instance of a behaviour across a month of footagenot Pieces for Developers
  • A manufacturer wanting a safety alert when a person enters a machine zone during a runnot Pieces for Developers
  • A property manager who wants search and alerting on an existing camera estate without replacing recordersnot Pieces for Developers

Pieces for Developers

  • Recalling code snippets and context from earlier work sessionsnot Camio
  • Generating standup updates automatically from captured activitynot Camio
  • Feeding long-term memory into AI coding assistants via MCPnot Camio
  • Searching past research and meeting notes conversationallynot Camio

Where each one falls short

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

Camio

  • The 4.99 US dollars per camera per month starting rate is genuinely a starting rate: Flex add-ons run from 1 to 89 dollars per stream per month, so a busy camera with detailed vehicle labelling can cost more than fifteen times a quiet one and a site budget built on the headline number will be badly wrong.
  • Camio is analytics and search, not a full video management system, so most sites still need a recorder or VMS alongside it and end up with two products and two bills.
  • The Camio Box gateway must sit on the same local network as the cameras, which means a device, power and network port at every site, and multi-site estates multiply that install work.
  • It is a small private company against Verkada, Eagle Eye and the analytics bundled free into major VMS platforms, so it is structurally exposed to an incumbent bundling equivalent capability at no extra charge.
  • Analytic accuracy depends heavily on the existing cameras’ placement, resolution and lighting, and cameras installed years ago for recording rather than for computer vision often produce detection rates that disappoint against the demo.

Pieces for Developers

  • Requires installing and running a background desktop app rather than being purely cloud-based.
  • Free tier trial of Pro features requires a credit card and reverts after 7 days.
  • Local-first storage means memory is not automatically synced across multiple machines without Enterprise controls.
  • Effectiveness depends on the breadth of integrations enabled, which adds setup overhead.

Pricing, plan by plan

Camio

$4.99/month
  • Camio usage-based plan$4.99/month
    • Starting rate per camera per month
    • Scales with search, storage and feature use
    • Works with existing ONVIF and RTSP cameras
  • Camio Flex add-ons$undefined/month
    • Optional services from 1 to 89 USD per stream per month
    • High-traffic cameras and detailed vehicle labelling at the expensive end
    • Priced per stream rather than per site

Pieces for Developers

Free
  • FreeFree
    • Basic capture and search
    • 7-day trial of Pro features
  • Pro$18.99/month
    • Long-term on-device memory
    • Cross-app capture
    • Single-click summaries and recaps
  • Enterprise$22.99/month
    • All Pro features
    • Organization-wide capture and feature controls
    • Approved AI providers and custom API keys

Which should you pick?

Choose Camio if

  • You need natural language video search.
  • You work on Web, iOS, Android, Linux.
  • You also want works with existing cameras.
Camio review

Choose Pieces for Developers if

  • You need activity timeline.
  • You want to start without paying.
  • You work on windows, mac, linux.
  • You also want conversational search.
Pieces for Developers review

Questions people ask

Is Camio or Pieces for Developers better?
Neither clearly leads. Camio starts at $4.99/month and Pieces for Developers at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Camio or Pieces for Developers?
Pieces for Developers has a free tier; the other does not. Paid plans start at $4.99/month for Camio and Free for Pieces for Developers.
Does Camio or Pieces for Developers run on more platforms?
Camio runs on Web, iOS, Android, Linux. Pieces for Developers runs on windows, mac, linux.
Can I use Pieces for Developers for free?
Yes. Pieces for Developers has a free tier, so you can try it without paying. Camio starts at $4.99/month.
What is Camio best used for?
Camio is most often used for a warehouse that needs an alert when a trailer door opens outside scheduled hours rather than a recording nobody watches, a retailer investigating a shrink pattern who needs to find every instance of a behaviour across a month of footage, a manufacturer wanting a safety alert when a person enters a machine zone during a run, a property manager who wants search and alerting on an existing camera estate without replacing recorders. Of those, a warehouse that needs an alert when a trailer door opens outside scheduled hours rather than a recording nobody watches and a retailer investigating a shrink pattern who needs to find every instance of a behaviour across a month of footage are not what Pieces for Developers is typically brought in for.
What can Camio do that Pieces for Developers cannot?
Camio covers Natural language video search, Works with existing cameras, Free Box software, Zone and schedule rules. Pieces for Developers covers Activity Timeline, Conversational Search, Artifact Generation, Cross-tool Integration.

Answered from the vendors’ own pages

Camio: Do I have to buy Camio cameras?

No. Camio works with ONVIF and RTSP cameras you already have, which is the main reason to choose it over camera-bundled AI platforms.

Pieces for Developers: Does Pieces store my data in the cloud?

Pieces stores captured data on-device by default, giving users granular controls to pause, disable or delete captures rather than relying solely on cloud storage.

Source
Camio: Do I have to buy the Camio Box?

Not necessarily. The gateway software can be downloaded onto hardware you already own; Box and Box Pro units are for sites needing more processing capacity.

Pieces for Developers: Is there a free plan for Pieces?

Pieces does not offer a permanently free plan; new users instead get a 7-day free trial on any plan, which requires a credit card to start.

Source
Camio: What does it really cost?

Plans start at 4.99 US dollars per camera per month, but Flex add-ons run from 1 to 89 dollars per stream per month, so per-camera cost varies enormously by traffic and labelling detail.

Pieces for Developers: What does the Pro plan cost?

Pro is $18.99 per month billed monthly, with roughly a 25% discount available when billed yearly.

Source
Camio: Does Camio replace my recorder?

No. It adds search and alerting. Continuous recording and evidence retention usually still need a VMS or recorder.

Pieces for Developers: What does the Enterprise plan add?

Enterprise costs $22.99 per month (or $69.99 per quarter) and adds organization-wide admin controls, approved AI providers, and governance over captured data.

Source
Pieces for Developers: Can I cancel my Pieces subscription?

Yes, users can upgrade, downgrade, or cancel anytime from account settings, and all plans include a 14-day money-back guarantee.

Source
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