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Business Intelligence · head to head

Glean vs Pieces for Developers

Glean logo

Glean

Business Intelligence

Work AI that Works

From
On request
Free plan
No
Visit GleanFull review
Pieces for Developers logo

Pieces for Developers

Developer Tools

AI-powered memory layer that captures and organizes developer work

From
Free
Free plan
Yes
Visit Pieces for DevelopersFull review

The short version

  • Pieces for Developers starts at $18.99/mo; Glean prices on request.
  • Where Glean falls short: no pricing published on website; enterprise sales model requires demo request.
  • Where Pieces for Developers falls short: requires installing and running a background desktop app rather than being purely cloud-based.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

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

Attributes where Glean and Pieces for Developers differ
AttributeGleanPieces for Developers
Starting priceOn requestFree
Pricing modelQuoteFreemium
Free tierNoYes
PlatformsWebWindows, macOS, Linux
CategoryBusiness IntelligenceDeveloper Tools

Not yet recorded: founded for Glean.

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 Glean

Nothing recorded that Pieces for Developers does not also cover.

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.

Glean

  • Onboarding new employees across distributed teams to company knowledgenot Pieces for Developers
  • Maintaining centralized searchable intranet for compliance requirementsnot Pieces for Developers
  • Surfacing historical archived content for editorial and sales teamsnot Pieces for Developers
  • Creating AI agents through natural language without engineersnot Pieces for Developers
  • Reducing language model costs by filtering unnecessary datanot Pieces for Developers

Pieces for Developers

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

Where each one falls short

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

Glean

  • No pricing published on website; enterprise sales model requires demo request

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

Glean

On request

No published plan breakdown. See the Glean review.

Pieces for Developers

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

Which should you pick?

Choose Glean if

Nothing in the data separates Glean from Pieces for Developers on the points above - pick on price and on how each one feels to use.

Glean review

Choose Pieces for Developers if

  • You need activity timeline.
  • You want to start without paying.
  • You work on Windows, macOS, Linux.
  • You also want conversational search.
Pieces for Developers review

Questions people ask

Is Glean or Pieces for Developers better?
Neither clearly leads. Glean starts at On request and Pieces for Developers at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Glean or Pieces for Developers?
Pieces for Developers has a free tier; the other does not. Paid plans start at On request for Glean and Free for Pieces for Developers.
Does Glean or Pieces for Developers run on more platforms?
Glean runs on Web. Pieces for Developers runs on Windows, macOS, Linux.
Can I use Pieces for Developers for free?
Yes. Pieces for Developers has a free tier, so you can try it without paying. Glean starts at On request.
What is Glean best used for?
Glean is most often used for onboarding new employees across distributed teams to company knowledge, maintaining centralized searchable intranet for compliance requirements, surfacing historical archived content for editorial and sales teams, creating ai agents through natural language without engineers. Of those, onboarding new employees across distributed teams to company knowledge and maintaining centralized searchable intranet for compliance requirements are not what Pieces for Developers is typically brought in for.
What can Glean do that Pieces for Developers cannot?
Pieces for Developers covers Activity Timeline, Conversational Search, Artifact Generation, Cross-tool Integration.

Answered from the vendors’ own pages

Glean: How much does Glean cost?

Glean does not publish pricing on its website. The platform uses an enterprise sales model where customers request a demo and pricing is determined through direct consultation with the sales team.

Source
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
Glean: Does Glean offer a free tier or trial?

No free tier information is available on Glean's website. Interested users must request a demo to learn about trial options and pricing.

Source
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
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
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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