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Recruitment · head to head

Karat vs Pilot

Karat logo

Karat

Recruitment

Outsourced technical interviewing, engineers conduct your candidate interviews for you

From
On request
Rated
-
Full reviewWebsite
Pilot logo

Pilot

Recruitment

Bookkeeping, CFO, and tax for startups

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Karat pricing is quote-only, so a buyer cannot model cost per hire against internal interviewer time without a sales conversation; Pilot the Essentials bookkeeping plan at $99 per month covers up to $100,000 in monthly expenses, and is cash-basis only using bank and credit card data
  • They diverge on capability: Karat covers Interview Engineers, Pilot covers Bookkeeping.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Karat and Pilot actually diverge.

Attributes where Karat and Pilot differ
AttributeKaratPilot
Pricing modelquotesubscription
FoundedUnknown2017

Identical on both: starting price (On request), free tier (No), platforms (Web), user rating (Not yet rated), category (Recruitment).

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 Karat

  • Interview Engineers
  • Structured scoring
  • High-volume screening
  • Interview intelligence
  • Scheduling integration

Only in Pilot

  • Bookkeeping
  • CFO services
  • Tax preparation
  • R&D tax credits
  • Financial reporting
  • QuickBooks
  • Stripe
  • Brex

What people use each for

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

Karat

  • A company scaling engineering headcount quickly and unable to free up enough internal engineer time for first-round technical interviewsnot Pilot
  • A hiring team wanting a consistent bar across interviewers when growth has diluted interview qualitynot Pilot
  • A seasonal hiring push, such as a new-grad or intern cohort, that needs a large volume of structured interviews in a short windownot Pilot
  • A company that has measured interviewer no-shows or inconsistent scoring as a source of candidate drop-offnot Pilot

Pilot

  • Small business bookkeeping and accountingnot Karat
  • Tax preparation and filingnot Karat
  • CFO consulting for startupsnot Karat
  • Payroll and HR administrationnot Karat

Where each one falls short

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

Karat

  • Pricing is quote-only, so a buyer cannot model cost per hire against internal interviewer time without a sales conversation
  • Handing the interview itself to a contractor removes the one part of the process where candidates meet a real employee, which can weaken employer brand for roles where culture fit matters most
  • It solves interviewer capacity for technical screens but does not replace hiring manager or team-fit rounds, so it only removes part of the funnel
  • Quality depends on how well the client-provided rubric and questions are written; a poor rubric produces poor Karat interviews just as it would internally
  • Contracted interview volume can create pressure to keep using the service even after an internal hiring slowdown, since commitments are typically annual
  • Candidates sometimes react negatively on discovering the interviewer is not an employee of the company they applied to, which is a reputational risk not visible until candidates start talking about it publicly

Pilot

  • The Essentials bookkeeping plan at $99 per month covers up to $100,000 in monthly expenses, and is cash-basis only using bank and credit card data
  • A dedicated US-based bookkeeper, accrual-basis books and phone support require the Core plan, which is contact sales and billed annually
  • Core caps bill management at 10 vendor bills per month
  • Keeping an existing QuickBooks account with historical data requires the Custom plan
  • Accounts receivable, accounts payable, payroll administration and CFO advisory are Custom plan only
  • Monthly reports arrive on the 10th business day on Core and the 6th business day only on Custom
  • Tax filing is sold separately, starting at $1,000 per year for single member LLCs and $2,000 per year for partnerships and S-Corps, billed annually
  • The tax service must be purchased together with Pilot Bookkeeping
  • Partnership and S-Corp tax filing includes up to 25 1099-NEC filings

Pricing, plan by plan

Karat

On request
  • Karat$undefined/year
    • Interview Engineer coverage
    • Structured technical interviews
    • Interview analytics and calibration

Pilot

On request
  • Bookkeeping Essentials$99/month
    • Up to $100,000 in monthly expenses
    • AI-powered transaction categorization
    • Monthly closing
  • Bookkeeping CoreFree
    • Dedicated US-based bookkeeper
    • Cash or accrual-basis bookkeeping
    • Bill management for up to 10 vendor bills monthly
  • Tax Single Member LLC$1000/year
    • Federal and state income tax filing
    • Schedule C reporting
  • Tax Partnerships & S-Corps$2000/year
    • Federal and state filings
    • Up to 25 1099-NEC filings

Which should you pick?

Choose Karat if

  • You need interview engineers.
  • You also want structured scoring.
Karat review

Choose Pilot if

  • You need bookkeeping.
  • You also want cfo services.
Pilot review

Questions people ask

Is Karat or Pilot better?
Neither clearly leads. Karat starts at On request and Pilot at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Karat or Pilot?
Karat starts at On request and Pilot at On request.
Does Karat or Pilot run on more platforms?
Both run on Web, so platform support will not decide this one for you.
What is Karat best used for?
Karat is most often used for a company scaling engineering headcount quickly and unable to free up enough internal engineer time for first-round technical interviews, a hiring team wanting a consistent bar across interviewers when growth has diluted interview quality, a seasonal hiring push, such as a new-grad or intern cohort, that needs a large volume of structured interviews in a short window, a company that has measured interviewer no-shows or inconsistent scoring as a source of candidate drop-off. Of those, a company scaling engineering headcount quickly and unable to free up enough internal engineer time for first-round technical interviews and a hiring team wanting a consistent bar across interviewers when growth has diluted interview quality are not what Pilot is typically brought in for.
What can Karat do that Pilot cannot?
Karat covers Interview Engineers, Structured scoring, High-volume screening, Interview intelligence. Pilot covers Bookkeeping, CFO services, Tax preparation, R&D tax credits.

Answered from the vendors’ own pages

Karat: Do candidates know they are being interviewed by a contractor rather than an employee?

Karat discloses that Interview Engineers are trained third-party interviewers rather than employees of the hiring company, though disclosure practices are set by the client.

Pilot: What is the starting price for Pilot bookkeeping?

Bookkeeping Essentials starts at $99/month and includes up to $100,000 in monthly expenses with AI-powered categorization. Bookkeeping Core pricing starts at $0/month (billed annually) with a dedicated US-based bookkeeper.

Source
Karat: Can Karat interview for languages or stacks outside mainstream web and backend engineering?

Coverage depends on the pool of Interview Engineers Karat maintains for a given stack; niche or highly specialised roles may have less coverage than common web and backend roles.

Pilot: What tax services does Pilot offer?

Pilot offers tax filing starting at $1,000/year for Single Member LLCs, $2,000/year for Partnerships & S-Corps, and $2,450/year for C-Corps, each including federal and state filings.

Source
Karat: Is pricing per interview or per contracted block of volume?

Karat does not publish pricing; it is quoted per client based on expected interview volume and contract term.

Pilot: How much do Pilot CFO services cost?

CFO Basic starts at $1,750/month (billed annually) with monthly consultation; CFO Essentials at $3,150/month (billed annually) with bi-weekly calls; CFO Custom at $5,250/month (billed annually) with weekly calls and strategic planning.

Source
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