Softwr

Developer Tools · head to head

Pieces for Developers vs Teleport

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
Teleport logo

Teleport

Cybersecurity

Certificate-based access to servers, Kubernetes, databases and apps, replacing shared credentials and VPNs

From
On request
Free plan
No
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: Pieces for Developers requires installing and running a background desktop app rather than being purely cloud-based.; Teleport pricing is not published and is described as active users plus protected resources, so an autoscaling estate cannot forecast the bill and finance teams discover the true cost only after the first true-up.
  • They diverge on capability: Pieces for Developers covers Activity Timeline, Teleport covers Short-lived certificates.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

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

Attributes where Pieces for Developers and Teleport differ
AttributePieces for DevelopersTeleport
Starting priceFreeOn request
Pricing modelfreemiumquote
Free tierYesNo
Platformswindows, mac, linuxLinux, macOS, Windows, Kubernetes, Cloud
CategoryDeveloper ToolsCybersecurity
Founded2018Unknown

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 Pieces for Developers

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

Only in Teleport

  • Short-lived certificates
  • Protocol coverage
  • Session recording and replay
  • Access Requests
  • Device Trust
  • Identity provider integration
  • Machine identity
  • FIPS and FedRAMP builds

What people use each for

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

Pieces for Developers

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

Teleport

  • Removing long-lived SSH keys and shared database passwords so that offboarding an engineer takes one action in the identity providernot Pieces for Developers
  • Producing session recordings and per-user database audit trails as direct evidence for SOC 2 or FedRAMPnot Pieces for Developers
  • Giving contractors or on-call engineers time-boxed, approved access to production instead of standing admin rightsnot Pieces for Developers
  • Replacing a flat VPN with per-resource authorisation across servers, Kubernetes and internal web appsnot Pieces for Developers

Where each one falls short

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

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.

Teleport

  • Pricing is not published and is described as active users plus protected resources, so an autoscaling estate cannot forecast the bill and finance teams discover the true cost only after the first true-up.
  • The proxy is a hard dependency on reaching production, so it needs its own high availability deployment and a tested break-glass path or an outage in Teleport becomes an outage in your ability to respond to outages.
  • The open source Community Edition omits Access Requests, Device Trust and the FIPS builds, which are exactly the controls an auditor asks about, so the free tier rarely survives a compliance review.
  • Self-hosting means running and upgrading a certificate authority and its backing store, and Teleport releases frequently enough that upgrade work becomes a standing operational commitment.
  • Coverage across protocols is uneven in depth, so teams with legacy systems, unusual databases or bespoke network appliances find gaps that still require the old VPN to remain in place alongside it.

Pricing, plan by plan

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

Teleport

On request
  • Teleport Community Edition$undefined/year
    • Open source, self-hosted
    • SSH, Kubernetes, database and app access
    • Session recording
  • Teleport Enterprise$undefined/year
    • Cloud-hosted or self-hosted
    • Access Requests and approval workflow
    • Device Trust and hardware key enforcement

Which should you pick?

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

Choose Teleport if

  • You need short-lived certificates.
  • You work on Linux, macOS, Windows, Kubernetes, Cloud.
  • You also want protocol coverage.
Teleport review

Questions people ask

Is Pieces for Developers or Teleport better?
Neither clearly leads. Pieces for Developers starts at Free and Teleport at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Pieces for Developers or Teleport?
Pieces for Developers has a free tier; the other does not. Paid plans start at Free for Pieces for Developers and On request for Teleport.
Does Pieces for Developers or Teleport run on more platforms?
Pieces for Developers runs on windows, mac, linux. Teleport runs on Linux, macOS, Windows, Kubernetes, Cloud.
Can I use Pieces for Developers for free?
Yes. Pieces for Developers has a free tier, so you can try it without paying. Teleport starts at On request.
What is Pieces for Developers best used for?
Pieces for Developers is most often used for recalling code snippets and context from earlier work sessions, generating standup updates automatically from captured activity, feeding long-term memory into ai coding assistants via mcp, searching past research and meeting notes conversationally. Of those, recalling code snippets and context from earlier work sessions and generating standup updates automatically from captured activity are not what Teleport is typically brought in for.
What can Pieces for Developers do that Teleport cannot?
Pieces for Developers covers Activity Timeline, Conversational Search, Artifact Generation, Cross-tool Integration. Teleport covers Short-lived certificates, Protocol coverage, Session recording and replay, Access Requests.

Answered from the vendors’ own pages

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
Teleport: Is the open source edition usable in production?

Yes, but it lacks Access Requests, Device Trust and FIPS builds, which most compliance programmes end up requiring.

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
Teleport: How is it priced?

Not publicly. The vendor prices on active users and protected resources and provides a quote after a sales conversation.

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
Teleport: What happens if Teleport goes down?

Nobody reaches the resources behind it, so you need a highly available deployment and a documented break-glass procedure.

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
Teleport: Does it replace our VPN?

For anything you put behind it, yes. Legacy systems and appliances it does not support will keep the VPN alive.

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
Share

Related pages

More on Pieces for Developers

More on Teleport

Keep looking

Other head to heads