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Databases · head to head

Firebolt vs Pieces for Developers

Firebolt logo

Firebolt

Databases

Sub-second analytics at cloud data warehouse scale

From
$1.84/hour
Free plan
No
Visit FireboltFull 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

  • Firebolt is a cloud data warehouse.
  • Pieces for Developers has a free plan, then $18.99/mo; Firebolt starts at $1.84/mo.
  • Only Firebolt lists sub-second Queries; only Pieces for Developers lists activity Timeline.
  • Where Firebolt falls short: compute billed per second on Arm-based processors; small instances still incur measurable costs during idle periods despite auto-stop.
  • 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 Firebolt and Pieces for Developers actually diverge.

Attributes where Firebolt and Pieces for Developers differ
AttributeFireboltPieces for Developers
Starting price$1.84/hourFree
Pricing modelUsage-basedFreemium
Free tierNoYes
PlatformsWeb, Self-hostedWindows, macOS, Linux
CategoryDatabasesDeveloper Tools
Founded20192018

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 Firebolt

  • Sub-second Queries
  • Sparse Indexes
  • Data Pruning
  • Decoupled Storage/Compute
  • SQL Support
  • Semi-structured Data
  • Workload Isolation
  • Airflow

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.

Firebolt

  • Data analytics teams running gigabyte-to-petabyte datasets with sub-second query requirementsnot Pieces for Developers
  • Real-time business intelligence platforms requiring ACID transactions and snapshot isolationnot Pieces for Developers
  • Applications needing vector search on analytical data for similarity queriesnot Pieces for Developers

Pieces for Developers

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

Where each one falls short

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

Firebolt

  • Compute billed per second on Arm-based processors; small instances still incur measurable costs during idle periods despite auto-stop
  • Storage pass-through charged at $0.0264/GB monthly on compressed data; uncompressed storage could exceed this
  • Azure deployment currently in Preview status; production recommendations unclear
  • Vector indexes limited to float arrays; other data types require alternative indexing strategies
  • Free tier credits ($200) limited; no perpetual free tier for production 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

Pricing, plan by plan

Firebolt

$1.84/hour

No published plan breakdown. See the Firebolt 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 Firebolt if

  • You need sub-second queries.
  • You work on Web, Self-hosted.
  • You also want sparse indexes.
Firebolt 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 Firebolt or Pieces for Developers better?
Neither clearly leads. Firebolt starts at $1.84/hour and Pieces for Developers at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Firebolt or Pieces for Developers?
Pieces for Developers has a free tier; the other does not. Paid plans start at $1.84/hour for Firebolt and Free for Pieces for Developers.
Does Firebolt or Pieces for Developers run on more platforms?
Firebolt runs on Web, Self-hosted. 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. Firebolt starts at $1.84/hour.
What is Firebolt best used for?
Firebolt is most often used for data analytics teams running gigabyte-to-petabyte datasets with sub-second query requirements, real-time business intelligence platforms requiring acid transactions and snapshot isolation, applications needing vector search on analytical data for similarity queries. Of those, data analytics teams running gigabyte-to-petabyte datasets with sub-second query requirements and real-time business intelligence platforms requiring acid transactions and snapshot isolation are not what Pieces for Developers is typically brought in for.
What can Firebolt do that Pieces for Developers cannot?
Firebolt covers Sub-second Queries, Sparse Indexes, Data Pruning, Decoupled Storage/Compute. Pieces for Developers covers Activity Timeline, Conversational Search, Artifact Generation, Cross-tool Integration.

Answered from the vendors’ own pages

Firebolt: How does Firebolt's compute billing model work?

Firebolt uses per-second billing with scale-to-zero capability. The smallest S tier costs $1.84 per hour with 8 vCPU and 64GB memory, while the largest 4XL tier costs $58.88 per hour with 256 vCPU. Users only pay when compute is running.

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
Firebolt: What is the cost for data storage on Firebolt?

Storage costs $0.0264 per GB per month on object storage, billed as pass-through cost at cloud provider rates.

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
Firebolt: What free credits or trial does Firebolt offer new users?

New users receive $200 free credits to get started with the platform.

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
Firebolt: Does Firebolt publish pricing for commitment-based discounts?

The pricing FAQ lists a question about commitment-based discounts but does not provide published answers on the pricing page. This requires direct inquiry with sales.

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
Firebolt: What deployment options does Firebolt offer besides managed service?

Firebolt offers self-hosted open source deployment (unlimited) and Bring Your Own Cloud (BYOC) options in addition to managed service.

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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