Software Alternatives, Accelerators & Startups

FPDS Query VS LinearB

Compare FPDS Query VS LinearB and see what are their differences

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FPDS Query logo FPDS Query

Search federal contract awards, identify top contractors, analyze agency spending, and explore FPDS/SAM.gov procurement data.

LinearB logo LinearB

LinearB delivers software leaders the insights they need to make their engineering teams better through a real-time SaaS platform. Visibility into key metrics paired with automated improvement actions enables software leaders to deliver more.
  • FPDS Query Calculate total obligated amount per year across all contracts
    Calculate total obligated amount per year across all contracts //
    2026-07-06
  • FPDS Query This query helps you search for vendors by partial name
    This query helps you search for vendors by partial name //
    2026-07-06
  • FPDS Query Small businesses with non-competitive contracts below $10M
    Small businesses with non-competitive contracts below $10M //
    2026-07-06
  • FPDS Query Top Federal Vendors by Recent Obligations โ€” NAICS 334510 / PSC 6515
    Top Federal Vendors by Recent Obligations โ€” NAICS 334510 / PSC 6515 //
    2026-07-06
  • FPDS Query Saved Procurement Queries in FPDS Query
    Saved Procurement Queries in FPDS Query //
    2026-07-06
  • FPDS Query Federal Procurement Data Sources
    Federal Procurement Data Sources //
    2026-07-06
  • FPDS Query This query retrieves vendors, amounts, contract numbers, and agencies -- involved in contracts related to "artificial intelligence" in 2024.
    This query retrieves vendors, amounts, contract numbers, and agencies -- involved in contracts related to "artificial intelligence" in 2024. //
    2026-07-06
  • FPDS Query Active Cybersecurity SAM.gov Opportunities with Contacts
    Active Cybersecurity SAM.gov Opportunities with Contacts //
    2026-07-06
  • FPDS Query Top Federal Subcontractors by Award Amount
    Top Federal Subcontractors by Award Amount //
    2026-07-06
  • FPDS Query Active SAM.gov Vendors by State
    Active SAM.gov Vendors by State //
    2026-07-06
  • FPDS Query SAM Exclusion Risk Intelligence: Top Excluding Agencies
    SAM Exclusion Risk Intelligence: Top Excluding Agencies //
    2026-07-06
  • FPDS Query Federal Assistance Subaward Intelligence: Top Subrecipients
    Federal Assistance Subaward Intelligence: Top Subrecipients //
    2026-07-06

FPDS Query is a federal procurement intelligence platform for contractors, consultants, analysts, and business development teams that need faster access to public U.S. government contracting data.

The platform helps users analyze FPDS contract awards, SAM.gov opportunities, contractor records, GSA contract data, subcontract awards, assistance subawards, and exclusion records in one searchable environment.

FPDS Query can be used to identify agencies buying specific products or services, research incumbent contractors, analyze competitors, review NAICS and PSC market activity, track historical award patterns, connect active SAM.gov opportunities to past federal buying behavior, and support bid/no-bid research.

Typical use cases include federal market research, capture planning, competitor analysis, agency spending analysis, opportunity discovery, incumbent research, GSA contract research, and public procurement data analysis.

  • LinearB Landing page
    Landing page //
    2023-08-19

FPDS Query

Website
getwab.com
$ Details
freemium $149 / Monthly
Platforms
Webflow Web SaaS Cloud
Release Date
2026 May
Startup details
Country
United States
State
Florida
City
Sarasota
Employees
1 - 9

FPDS Query features and specs

  • Federal Award Search
    Search and analyze FPDS contract awards by agency, vendor, NAICS, PSC, fiscal year, obligations, and contracting office.
  • SAM.gov Opportunity Research
    Find active federal opportunities and connect notices to historical FPDS award activity and related buying patterns.
  • Competitor & Incumbent Analysis
    Identify top contractors, incumbent vendors, recent related awards, recompete signals, and market concentration by NAICS/PSC.
  • Multi-Dataset Procurement Data
    Includes FPDS awards, SAM.gov opportunities, contractor records, GSA contracts, subcontract awards, assistance subawards, and exclusions.
  • AI Query Assistant
    Helps users generate procurement research queries for federal market, agency, vendor, and opportunity analysis.
  • SQL Query Interface
    Allows advanced users to run structured procurement data analysis across large federal datasets.

LinearB features and specs

  • Integration with Existing Tools
    LinearB integrates seamlessly with popular project management and communication tools like Jira, GitHub, Slack, and Bitbucket, making it easier to adopt without changing the existing workflow.
  • Real-time Metrics
    Provides real-time visibility into the software development lifecycle, allowing teams to gain insights and take immediate action to improve development processes.
  • Automated Analytics
    Automates the collection and analysis of data, reducing the manual effort required to gather metrics and allowing teams to focus on decision-making and improvements.
  • Workflow Optimization
    Offers features to identify bottlenecks and inefficiencies in the development process, enabling teams to streamline workflows and improve productivity.
  • Developer Metrics
    Includes metrics specifically for developers, such as code quality scores, pull request review times, and activity reports, to help individual contributors understand and enhance their performance.

Possible disadvantages of LinearB

  • Learning Curve
    Although the tool integrates well with other platforms, there is a learning curve associated with understanding and utilizing all of its features effectively.
  • Potential Overload of Metrics
    The extensive array of metrics and data presented can be overwhelming for teams not accustomed to such detailed analytics, potentially causing decision paralysis.
  • Cost
    The pricing structure might be expensive for small teams or startups, especially when compared to other simpler project management or analytics tools.
  • Dependency on Data Integration
    The effectiveness of LinearB largely depends on the quality and comprehensiveness of the data integrated from other tools. Inconsistent or incomplete data can hamper its utility.
  • Privacy Concerns
    Given the level of detail and access required, there might be concerns around data privacy and the handling of sensitive project information, especially in heavily regulated industries.

Analysis of FPDS Query

Overall verdict

  • FPDS Query by getwab.com is a solid, purpose-built tool for accessing and analyzing federal procurement data with a simpler and more user-friendly interface than the official FPDS-NG system, making it a good choice for those who need efficient contract data lookups without a steep learning curve.

Why this product is good

  • Provides a more intuitive and streamlined interface compared to the official FPDS-NG website
  • Enables fast searching and filtering of federal contract award data
  • Useful for tracking government spending, contractors, and agency procurement trends
  • Can save time for professionals who frequently need to pull federal contract data
  • Often includes export or reporting features that simplify data analysis

Recommended for

  • Government contracting professionals researching competitors or agency spending
  • Business development teams seeking federal contract opportunities
  • Journalists or researchers analyzing government spending patterns
  • Small businesses evaluating federal market opportunities
  • Consultants who need quick access to procurement data without navigating complex government portals

Analysis of LinearB

Overall verdict

  • LinearB is generally considered a good tool for teams looking to improve their development workflows. It receives positive feedback for its ability to provide actionable insights and its user-friendly interface. However, as with any tool, its effectiveness can vary depending on the specific needs and context of the development team.

Why this product is good

  • LinearB is a tool that provides real-time insights into software development processes. It enhances productivity by offering metrics, workflow automation, and project visibility, which help in making data-driven decisions. The platform is designed to streamline development pipelines, ensuring teams can identify bottlenecks quickly and optimize their work processes.

Recommended for

    LinearB is recommended for software development teams, engineering managers, and project managers who want to improve visibility into their development processes, reduce cycle times, and boost overall productivity. It's particularly useful for teams that rely on agile methodologies and need to continuously monitor and improve their workflow efficiency.

Category Popularity

0-100% (relative to FPDS Query and LinearB)
Data Analytics
100 100%
0% 0
Data Dashboard
0 0%
100% 100
Business Intelligence
100 100%
0% 0
Software Engineering
0 0%
100% 100

Questions & Answers

As answered by people managing FPDS Query and LinearB.

Which are the primary technologies used for building your product?

FPDS Query's answer

FPDS Query is built as a web-based SaaS platform using Laravel, PHP, JavaScript, ClickHouse, SQL, and AI-assisted query workflows.

The platform uses ClickHouse for large-scale federal procurement data analysis and provides a searchable interface for working with FPDS, SAM.gov, GSA, subcontract, assistance, and exclusion datasets.

Who are some of the biggest customers of your product?

FPDS Query's answer

FPDS Query is currently used by early users, independent researchers, small business contractors, and GovCon professionals.

Public customer names are not listed at this time.

What makes your product unique?

FPDS Query's answer

FPDS Query combines multiple public federal procurement datasets in one searchable environment, including FPDS awards, SAM.gov opportunities, contractor records, GSA contract data, subcontract awards, assistance subawards, and exclusion records.

Instead of checking separate government portals manually, users can analyze agency spending, vendors, incumbents, NAICS/PSC markets, recent awards, and opportunity history from one platform.

Why should a person choose your product over its competitors?

FPDS Query's answer

FPDS Query is built for fast, practical federal procurement research. It helps users move from public raw data to direct market intelligence questions, such as which agencies buy a service, which vendors are active, who may be the incumbent, and how current opportunities connect to historical award activity.

It is useful for contractors, consultants, capture teams, analysts, and small businesses that need procurement data without manually searching multiple federal systems.

How would you describe the primary audience of your product?

FPDS Query's answer

The primary audience includes federal contractors, GovCon consultants, business development teams, capture managers, proposal teams, market researchers, procurement analysts, and small businesses entering the U.S. government contracting market.

FPDS Query is especially useful for users who need to research agencies, competitors, incumbents, NAICS/PSC markets, and federal opportunity signals before making bid/no-bid decisions.

What's the story behind your product?

FPDS Query's answer

FPDS Query was created by GETWAB INC. to make public U.S. federal procurement data easier to use for real market research.

Federal procurement data is public, but it is often fragmented across multiple systems and difficult to analyze at scale. FPDS Query was built to connect awards, opportunities, contractor records, GSA contracts, subcontract data, assistance data, and exclusions into a single research environment.

User comments

Share your experience with using FPDS Query and LinearB. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, LinearB seems to be more popular. It has been mentiond 28 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

FPDS Query mentions (0)

We have not tracked any mentions of FPDS Query yet. Tracking of FPDS Query recommendations started around Jul 2026.

LinearB mentions (28)

  • The top 15 developer productivity tools in 2026
    LinearB is an engineering productivity platform that provides visibility into developer workflows, automation, and process metrics. It collects data across the entire development lifecycle to diagnose blockers and optimize delivery. One user reports saving 321 developer-hours per month. - Source: dev.to / 3 months ago
  • Developer Productivity vs Developer Experience: Why You Can't Fix One Without the Other
    Most tools measure half the picture. Traditional metrics platforms like LinearB focus on quantitative signals (DORA metrics, cycle time). Survey platforms like Culture Amp capture sentiment across organizations but aren't developer-specific. DX (founded by DORA/SPACE research creators) combines developer surveys with SDLC analytics. These approaches require deliberate implementation and buy-in. - Source: dev.to / 8 months ago
  • ๐ŸฆŠ GitLab: A Python Script Calculating DORA Metrics
    LinearB is a SaaS solution that retrieves metrics overtime, some of them being used to calculate DORA Metrics. They also have a Youtube channel that advocate for DORA Metrics and more. - Source: dev.to / over 2 years ago
  • 6 Proven Strategies For Being A Great Platform Engineer
    In helping engineering orgs get visibility into developer workflows with LinearB, Dan Lines and Ori Keren discovered that the majority of cycle time was being spent in pull request and code review. They found that:. - Source: dev.to / about 3 years ago
  • How to consolidate metrics from across the entire organisation
    LinearB and there are a few cheaper alternatives. Ties in DORA metrics from gut repos and agile project management tools like JIRA. https://linearb.io. Source: about 3 years ago
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What are some alternatives?

When comparing FPDS Query and LinearB, you can also consider the following products

GovWin IQ - GovWin IQ is the essential source for information, teaming and software solutions to help organizations find, manage and win government business.

Swarmia - Swarmia is an engineering productivity software trusted by 600+ engineering teams worldwide. Use key engineering metrics to unblock the flow, align engineering with business objectives, and drive continuous improvement.

EZGovOpps Market Intelligence - Find and procure state & federal government contracts with EZGovOpps Market Intelligence. Get analyst updates on contracts, IDIQs, programs, GWACs and more.

Waydev - Waydev analyzes your codebase from Github, Gitlab, Azure DevOps & Bitbucket to help you bring out the best in your engineers work.

Govini - Govini is a business intelligence platform for companies that sell to the public sector.

CodeClimate - Code Climate provides automated code review for your apps, letting you fix quality and security issues before they hit production. We check every commit, branch and pull request for changes in quality and potential vulnerabilities.