AI Interview Platform Comparison (2026)

The verified comparison

AI interview platforms, cell by cell — with the receipts attached.

Ten platforms a technical-hiring team actually shortlists. Every cell is sourced and dated — click any cell to see where the claim comes from. Where a vendor doesn't publish something, we say exactly that, and nothing more. No estimates, anywhere.

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Verified June 12, 2026 AssessAI by Experfy TestGorilla   CodeSignal   HireVue   HackerRank   Karat human-delivered CoderPad live interview pads Sapia.ai text-first Ribbon   Maki People  
Assessment modality What the platform actually administers.
AI-conducted interview Does an AI conduct the interview itself, and in what format?
Published interview-configuration count Domain × industry × seniority specialization, as published.
Candidate AI-use policy (coding) How candidate use of AI assistants is handled in technical assessment.
Verbatim-quote evidence traceability Can a reviewer trace every score component to the candidate's exact words?
Published human-decision commitment A stated commitment that humans, not scores, make the call.
Published bias audit An independent bias audit, published where buyers can read it.
Enumerated excluded-signals list A published list of signals the system refuses to score.
Pricing & how you pay The model — and whether you can see real prices before a sales call.
Self-serve trial Can you test it without a salesperson?
Unused-credit policy What happens to credits you paid for but didn't use.
Best fit for Our honest read — including when it isn't us.

How to read this table

  • ✓ Verified — sourced first-party; click the cell for the citation.
  • Not published — contact sales — the vendor chooses not to publish this. That's information too.
  • Not publicly evidenced — we couldn't locate it in public materials as of June 12, 2026. It is not an assertion of absence.
  • No estimates appear anywhere in this table — if a number isn't published by the vendor, we don't guess it.

Who's not in this table, and why

ATS platforms (Workday, iCIMS, Lever and peers) are integration partners — AssessAI works with whatever you run, so they don't belong in an assessment comparison. Interview-intelligence notetakers are a different layer (see our explainer). Vendors whose public record is too thin to fill a column — no published pricing, audits, or signal policies — are covered in the written guides instead. Budget per-candidate screening tools sit in a different tier — see the alternatives guides. One vendor is excluded pending counsel review of active litigation.

Last verified June 12, 2026. Cells re-verify quarterly; corrections welcome at compare@experfy.ai.

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